<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    jpee
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of Power and Energy Engineering
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2327-588X
   </issn>
   <issn publication-format="print">
    2327-5901
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/jpee.2024.126002
   </article-id>
   <article-id pub-id-type="publisher-id">
    jpee-134092
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Engineering
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Performance, Combustion and Emission Characteristics of Oxygenated Diesel in DI Engines: A Critical Review
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Joseph
      </surname>
      <given-names>
       Lungu
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Lennox
      </surname>
      <given-names>
       Siwale
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Rudolph Joe
      </surname>
      <given-names>
       Kashinga
      </given-names>
     </name>
    </contrib>
   </contrib-group> 
   <aff id="affnull">
    <addr-line>
     aSchool of Engineering, The Copperbelt University, Riverside Campus, Kitwe, Zambia
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     26
    </day> 
    <month>
     06
    </month>
    <year>
     2024
    </year>
   </pub-date> 
   <volume>
    12
   </volume> 
   <issue>
    06
   </issue>
   <fpage>
    16
   </fpage>
   <lpage>
    49
   </lpage>
   <history>
    <date date-type="received">
     <day>
      6,
     </day>
     <month>
      May
     </month>
     <year>
      2024
     </year>
    </date>
    <date date-type="published">
     <day>
      24,
     </day>
     <month>
      May
     </month>
     <year>
      2024
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      24,
     </day>
     <month>
      June
     </month>
     <year>
      2024
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    The transition from non-renewable to renewable energy sources is a significant challenge of our time. In the fuel industry, oxygenated additives such as butanol are transforming conventional fuels into renewable biofuels. This technology has been utilized in reciprocating engines for decades. This paper reviews the viability of using an n-butanol blend as a short-term replacement for diesel by analyzing its physical and chemical properties, combustion, performance, and emission characteristics in compression ignition (CI) engines under various conditions, including variable load, speed, acceleration, and both stationary and transient cycles. N-Butanol exhibits higher viscosity, better lubricity, higher heating value, improved blend stability, enhanced cold-flow properties, and higher density. These factors influence spray formation, injection timing, atomization, and combustion characteristics. Its higher oxygen content improves the diffusion combustion stage and efficiency. Adding 5% and 10% n-butanol to diesel increases pressure and apparent heat release rate, slightly reduces temperature, and improves thermal efficiency, with mixed effects on CO and THC emissions and a notable decrease in particulate matter emissions. Fuel consumption increases, while the impact on NOx emissions varies. A 10% butanol blend is considered optimal for enhancing performance and reducing particulate emissions without significantly affecting NOx emissions. Blending up to 40% butanol with diesel does not require engine modifications or ECU recalibrations in engines calibrated for pure diesel. Due to its advantageous properties and performance, n-butanol is recommended as a superior alcohol-diesel blend than ethanol for short-term diesel replacement.
   </abstract>
   <kwd-group> 
    <kwd>
     Diesel Engine
    </kwd> 
    <kwd>
      Alcohol Additives
    </kwd> 
    <kwd>
      N-Butanol
    </kwd> 
    <kwd>
      Combustion and Properties
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Internal combustion engines using liquid fuels will continue to be the main power sources for road and air transportation for decades, likely throughout most of this century. The global demand for liquid transportation fuels from petroleum and other fossil resources has grown immensely. This will render the economy unsustainable, becoming infeasible only in the distant future <xref ref-type="bibr" rid="scirp.134092-1">
     [1]
    </xref>. The use of petroleum oil in transportation significantly contributes to environmental deterioration through emissions such as nitrogen oxides (NOx), unburned hydrocarbons (UHC), carbon monoxide (CO), particulate matter (PM), and carbon dioxide (CO<sub>2</sub>). These pollutants accumulate in the atmosphere, contributing to the greenhouse effect, global warming, and climate change. Oxygenates, including alcohols, have emerged as alternatives for improving the octane number and oxygen content in conventional fuels (gasoline, diesel) <xref ref-type="bibr" rid="scirp.134092-2">
     [2]
    </xref>.</p>
   <p>Studies, such as one by (Dogan 2011) on compression ignition engines, investigated engine performance and exhaust emissions where alcohol fuels, namely methanol and ethanol, were added to diesel fuels <xref ref-type="bibr" rid="scirp.134092-2">
     [2]
    </xref>. Lower alcohols, such as methanol and ethanol, are commonly used. Their production can be cheaper and more environmentally friendly than that of petroleum fuels and biodiesel <xref ref-type="bibr" rid="scirp.134092-3">
     [3]
    </xref> <xref ref-type="bibr" rid="scirp.134092-4">
     [4]
    </xref>. Methanol can be produced from coal or petrol-based fuels at a low cost, though it has limited solubility in diesel fuel. Conversely, ethanol, a renewable fuel, is produced through the alcoholic fermentation of sugars from vegetable materials like corn, sugar cane, sugar beets, barley, sweet sorghum, cassava, and molasses, among others. Additionally, agricultural residues such as straw, feedstock, and waste wood can also be used, utilizing existing and proven technologies <xref ref-type="bibr" rid="scirp.134092-5">
     [5]
    </xref>. The use of alcohol as additives in diesel fuel presents several challenges. The primary issue is their solubility with diesel, leading to phase separation. This instability, influenced by the diesel and alcohol composition and temperature, has been extensively researched. For instance, ethanol blends with diesel show two phases below 10˚C. Furthermore, the alcohol percentage and its water content significantly affect solubility. To mitigate this, additives are introduced to improve solubility. However, incorporating alcohol alters the fuel’s properties, including cetane number, viscosity, lubricity, heating value, and ignitability. These changes are also affected by the alcohol’s chain length and structure <xref ref-type="bibr" rid="scirp.134092-6">
     [6]
    </xref>. Generally, n-butanol has several advantages over methanol and ethanol, including a higher tolerance to water contamination (n-butanol is more hydrophobic than ethanol) and compatibility with the existing fuel distribution infrastructure, allowing the use of current distribution pipelines (Bryan, Kumar et al. 2011), less corrosion to aluminum or polymer components in fuel system, ability to blend in gasoline or diesel at high fraction without modifying vehicles, and better fuel economy due to high energy density. The primary goal of this review paper is to examine the physical and chemical properties, combustion, performance, and emission characteristics in CI engines across different operating conditions. It has been noted that there remains a considerable gap in research concerning the effect of oxygenated fuels, such as n-butanol, on diesel when using specific proven mix ratios. This gap exists largely because n-butanol is primarily utilized as a chemical compound in the food industry, leading to its undeveloped production from non-petroleum sources and higher cost. Consequently, this review aims to analyze various combustion phases and determine n-butanol-diesel ratios that could enhance emission characteristics without adversely affecting engine performance parameters.</p>
  </sec><sec id="s2">
   <title>2. Historical Overview of N-Butanol</title>
   <p>Butanol production, one of the oldest fermentation processes known as acetone-butanol-ethanol (ABE), AB, or solvents, is employed for the commercial production of a chemical benefiting mankind. Butanol can be produced through fermentation using various microorganisms, including Clostridium acetobutylicum and Clostridium beijerinckii <xref ref-type="bibr" rid="scirp.134092-7">
     [7]
    </xref>.</p>
   <p>The acetone-butanol-ethanol (ABE) fermentation process was discovered by French microbiologist Louis Pasteur in 1861. Research into butanol was revived during World War I due to the high demand for acetone, <xref ref-type="bibr" rid="scirp.134092-8">
     [8]
    </xref> leading to a patent for the process being filed and tested in the United Kingdom. However, there was a need for an organism to increase acetone production. Strange and Chaim Weizmann succeeded in isolating Clostridium acetobutylicum from garden soil for ABE fermentation, which could produce large amounts of acetone. During World War I, Britain needed to produce large quantities of acetone as it was a crucial chemical for making cordite, an alternative to gunpowder. Following the war, the demand for butanol increased, leading to the establishment of the first large-scale industrial plants in Canada and the USA. After 1936, ABE production industries were set up in the Soviet Union, Japan, China, South Africa, and Egypt. By 1945, at the beginning of the Second World War, Japan started producing butanol from sugar plants, primarily as airplane fuel <xref ref-type="bibr" rid="scirp.134092-9">
     [9]
    </xref>. In the 1950s, a petrochemical route for n-butanol production emerged, primarily involving the aldol condensation of acetaldehydes, followed by dehydration and hydrogenation of crotonaldehyde. This rapid industrial advancement, known as the Oxo synthesis, led to the abandonment of fermentation processes <xref ref-type="bibr" rid="scirp.134092-10">
     [10]
    </xref>. By the 1960s, most industrial ABE fermentation facilities had closed due to the lower cost of oil, which favored chemical production methods. The last such factory closed in 1986 in South Africa. However, this chemical production method was short-lived, as a rise in crude oil prices led to a resurgence of industrial ABE fermentation facilities, particularly in China and Brazil. Today, numerous plants have been established worldwide, including in the USA, Slovakia, France, and the UK, to produce bio-butanol as fuel <xref ref-type="bibr" rid="scirp.134092-11">
     [11]
    </xref>.</p>
   <sec id="s2_1">
    <title>Physical and Chemical Properties of N-Butanol</title>
    <p>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref> displays the physical and chemical characteristics of n-butanol, including its structures and nomenclature.</p>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.134092-"></xref>Table 1. Physical and chemical properties of n-butanol <xref ref-type="bibr" rid="scirp.134092-12">
        [12]
       </xref>.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td aleft" width="36.16%"><p style="text-align:left">Parameter</p></td> 
       <td class="custom-bottom-td aleft" width="63.84%"><p style="text-align:left">n-Butanol</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td aleft" width="36.16%"><p style="text-align:left">Structure</p></td> 
       <td class="custom-top-td aleft" width="63.84%"><p style="text-align:left"><p class="imgGroupCss_v"><img class=" imgMarkCss lazy" data-original="https://html.scirp.org/file/1771122-rId13.jpeg?20240627091721" /></p></p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Empirical Formula</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">C<sub>4</sub>H<sub>10</sub>O</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">CAS#</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">71-36-3</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Common Names</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">1-Butyl alcohol; Propyl carbinol; Butanol; Butyl alcohol; Butyric Alcohol; n-Butanol (NH 2004)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Physical state</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">Refractive liquid (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Molecular Weight</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">74.12 (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Melting Point</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">−90˚C (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Boiling Point</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">117˚C - 118˚C (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Water Solubility</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">9.1 mL/100 mL H<sub>2</sub>O @ 25˚C (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Vapor Pressure</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">7.00 mm Hg @ 25˚C [930 Pa] (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Log Kow</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">0.88 (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Henry’s Law Constant</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">8.81 × 10<sup>−</sup><sup>6</sup> atm-m<sup>3</sup>/mole @ 25˚C (U.S. EPA 1994)</p></td> 
      </tr> 
      <tr> 
       <td class="aleft" width="36.16%"><p style="text-align:left">Relative Density (Water = 1)</p></td> 
       <td class="aleft" width="63.84%"><p style="text-align:left">0.8 (NIOSH 1995)</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
  </sec><sec id="s3">
   <title>3. Ethanol and Its Properties</title>
   <p>Ethanol, a colorless alcohol with a distinctive aroma, evaporates at a relatively low temperature and is highly hydrophilic, meaning it can dissolve indefinitely in water and many other organic and inorganic substances. Its high latent heat results in a cooling effect on intake air, allowing more fuel-air mixture to be filled into the cylinder when used in engines. This, combined with ethanol’s high octane number, enhances its anti-knocking properties, enabling a higher compression ratio and improved engine efficiency. Recently, ethanol has been increasingly used as a blending fuel in internal combustion engines, especially in countries like Brazil with abundant ethanol sources. However, its lower flash point compared to conventional diesel fuel and its corrosive nature require careful handling and storage. Ethanol, like methanol, is part of the lower alcohols group and shares the same chemical formula as di-methyl-ether (C<sub>2</sub>H<sub>6</sub>O), though it exhibits different thermodynamic behavior <xref ref-type="bibr" rid="scirp.134092-3">
     [3]
    </xref> <xref ref-type="bibr" rid="scirp.134092-13">
     [13]
    </xref>. The use of ethanol in engines has been extensively researched due to its potential as an alternative to petroleum-derived fuels. It is a renewable resource that can be produced through the fermentation of sugar- or starch-rich vegetable materials such as corn, barley, molasses, sugarcane, sugar beets, sorghum, etc. <xref ref-type="bibr" rid="scirp.134092-14">
     [14]
    </xref> <xref ref-type="bibr" rid="scirp.134092-15">
     [15]
    </xref>. Additionally, other agricultural or municipal residues, such as straw, wood waste, and byproducts from food and paper processing, are utilized to produce ethanol using demonstrated processes <xref ref-type="bibr" rid="scirp.134092-16">
     [16]
    </xref> <xref ref-type="bibr" rid="scirp.134092-17">
     [17]
    </xref>. The high polarity of these lower alcohols results in poor miscibility with diesel when directly mixed. To achieve high substitution ratios, techniques such as dual fuel injection and alcohol-diesel emulsions are necessary, which increases the cost and complexity of the diesel engine system <xref ref-type="bibr" rid="scirp.134092-18">
     [18]
    </xref>. Meanwhile, properties such as low cetane number, low energy density, and high latent heat of vaporization make these lower alcohols less suitable for diesel engines <xref ref-type="bibr" rid="scirp.134092-19">
     [19]
    </xref>.</p>
   <p>Ethanol solubility in ordinary diesel is mainly influenced by temperature and the water content of the blend. At ambient temperatures, dry ethanol readily mixes with diesel fuel. However, below about 10˚C, the two fuels separate—a common occurrence in many parts of the world for much of the year. To prevent this separation, two methods can be employed: i) adding an emulsifier to suspend small ethanol droplets within the diesel fuel, or ii) using a co-solvent that acts as a bridging agent to ensure molecular compatibility and bonding, resulting in a homogeneous blend <xref ref-type="bibr" rid="scirp.134092-20">
     [20]
    </xref> <xref ref-type="bibr" rid="scirp.134092-21">
     [21]
    </xref>. Emulsification typically involves heating and blending to produce the final mixture, while co-solvents enable “splash-blending,” simplifying the process. Both emulsifiers and co-solvents have been tested with ethanol and diesel fuel. Moses et al. (1980) studied micro-emulsions of aqueous ethanol (5% water) and diesel fuel using a commercial surfactant <xref ref-type="bibr" rid="scirp.134092-21">
     [21]
    </xref>. They reported that the blends formed spontaneously, requiring only minor stirring and appeared transparent, indicating that the dispersion sizes were smaller than a quarter of a wavelength of light, making them “infinitely” stable, i.e., thermodynamically stable with no separation even after several months. Approximately 2% surfactant was needed for every 5% aqueous ethanol added to diesel fuel. Boruff et al., 1982, developed formulations for two micro-emulsion surfactants, one ionic and the other non-detergent. Blends of these surfactants with aqueous ethanol and diesel were transparent and stable at temperatures as low as 15.5˚C. Researchers in Sweden tested a blend of 15% aqueous ethanol (5% water) with diesel, containing DALCO, an emulsifying agent developed in Australia <xref ref-type="bibr" rid="scirp.134092-22">
     [22]
    </xref>. Early studies by Letcher (1980), Meiring et al. (1981), and Letcher (1983) identified tetrahydrofuran, sourced affordably from agricultural waste, and ethyl acetate, inexpensively produced from ethanol, as effective co-solvents. Ternary liquid-liquid phase diagrams in <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref> and <xref ref-type="fig" rid="fig2">
     Figure 2
    </xref> illustrate how moisture content and temperature impact blend stability, showing the need for increasing amounts of co-solvent with higher moisture and temperature to maintain a single-phase liquid. Letcher (1983) determined that a consistent ratio of ethyl acetate to ethanol of 1:2 is required for complete miscibility down to 0˚C. Gerdes and Suppes (2001) found that the solubility of ethanol in diesel, and thus the effectiveness of emulsifiers and co-solvents, is also influenced by the diesel’s aromatic content. The polar nature of ethanol allows it to interact strongly with aromatic molecules, which remain compatible with other hydrocarbons in diesel, acting as bridging agents and co-solvents. Reducing the aromatic content in diesel fuels impacts the miscibility of ethanol in diesel and affects the required amount of additive for a stable blend <xref ref-type="bibr" rid="scirp.134092-20">
     [20]
    </xref> <xref ref-type="bibr" rid="scirp.134092-21">
     [21]
    </xref>.</p>
   <p>
    <xref ref-type="bibr" rid="scirp.134092-"></xref>The physicochemical and combustion properties of ethanol are indicated in <xref ref-type="table" rid="table2">
     Table 2
    </xref> below.</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.134092-"></xref>Figure 1. Liquid-liquid ternary phase diagram for diesel fuel, tetrahydrofuran, and ethanol or ethanol water mixtures with the temperature controlled at 0˚C. Source <xref ref-type="bibr" rid="scirp.134092-20">
       [20]
      </xref> <xref ref-type="bibr" rid="scirp.134092-21">
       [21]
      </xref>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771122-rId14.jpeg?20240627091721" />
   </fig>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>Figure 2. Liquid-liquid ternary phase diagram for diesel fuel, ethyl acetate, and dry ethanol mixtures. Source <xref ref-type="bibr" rid="scirp.134092-20">
       [20]
      </xref> <xref ref-type="bibr" rid="scirp.134092-21">
       [21]
      </xref>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771122-rId15.jpeg?20240627091721" />
   </fig>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.134092-"></xref>Table 2. Physicochemical and combustion properties of ethanol <xref ref-type="bibr" rid="scirp.134092-23">
       [23]
      </xref> <xref ref-type="bibr" rid="scirp.134092-24">
       [24]
      </xref>.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="50.00%"><p style="text-align:center">Parameter</p></td> 
      <td class="custom-bottom-td acenter" width="50.00%"><p style="text-align:center">Ethanol</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="50.00%"><p style="text-align:center">Molecular formula</p></td> 
      <td class="custom-top-td acenter" width="50.00%"><p style="text-align:center">C<sub>2</sub>H<sub>5</sub>OH</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Density (kg/m<sup>3</sup>)</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">792</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Viscosity (cSt)</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">1.04</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Latent heat (kJ/kg)</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">840</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Boiling point (˚C)</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">78</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Cetane number</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">7</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Oxygen content (%)</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">34</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Lower heating value (MJ/kg)</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">27</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="50.00%"><p style="text-align:center">Auto-ignition temperature (˚C)</p></td> 
      <td class="acenter" width="50.00%"><p style="text-align:center">434</p></td> 
     </tr> 
    </table>
   </table-wrap>
  </sec><sec id="s4">
   <title>4. Significance of N-Butanol</title>
   <p>Butanol has garnered significant research interest as a second-generation biofuel in recent years, being considered as a potential alternative to ethanol for replacing gasoline and diesel <xref ref-type="bibr" rid="scirp.134092-25">
     [25]
    </xref>. Until recently, it was less studied than ethanol or methanol, mainly due to its use in the food industry, undeveloped production from non-petroleum sources, and higher costs. However, interest in butanol has surged <xref ref-type="bibr" rid="scirp.134092-6">
     [6]
    </xref>.</p>
   <p>Butanol (C<sub>4</sub>H<sub>9</sub>OH) is a higher-chain alcohol with a four-carbon structure and exists in different isomers, which vary in physical properties based on the location of the hydroxyl (OH) group and the carbon chain structure <xref ref-type="bibr" rid="scirp.134092-26">
     [26]
    </xref>. These are 1-Butanol (also known as n-butanol), 2-butanol (also known as sec-butanol), isobutanol, and tert-butanol. 1-Butanol has a straight-chain structure with the alcohol (OH) group at the terminal carbon. 2-Butanol has the hydroxyl group at an internal carbon. Isobutanol is a branched isomer with the OH group at the terminal carbon, and tert-butanol is a branched isomer with the OH group at an internal carbon. The different structures of butanol isomers directly impact their physical properties <xref ref-type="bibr" rid="scirp.134092-26">
     [26]
    </xref>. Laminar velocities decrease in the following order: 1-butanol, sec-butanol, iso-butanol, and tert-butanol. Gu, Huang et al. (2010) state that the laminar flame speed, or fuel burning velocity, is a crucial parameter of a combustible mixture. This physicochemical property influences combustion duration and performance in spark ignition engines, affecting the fuel burning rate in internal combustion engines, thus impacting efficiency and emissions. The molecular structure of combustible mixtures, particularly the isomers of butanol, affects their laminar flame stability. 1-butanol exhibits the highest flame burning velocity. Functional groups significantly influence laminar burning velocity; branching (-CH3) decreases it, while the hydroxyl functional group (-OH) attached to terminal carbon atoms increases laminar velocity. Terminal C-H bonds possess higher bond energies than those of inner C-H bonds. High bond energies hinder the H-abstraction reaction, leading to a lower reaction rate. Consequently, n-butanol, which mostly contains inner C-H bonds, has the highest laminar flame velocity, while tert-butanol has the lowest <xref ref-type="bibr" rid="scirp.134092-2">
     [2]
    </xref>.</p>
   <p>Higher alcohols, such as butanol and pentanol, have properties closer to diesel fuel than lower alcohols <xref ref-type="bibr" rid="scirp.134092-27">
     [27]
    </xref>. Compared to commonly used alcohols like ethanol and methanol, butanol offers a higher heating value, meaning it contains more energy and can reduce fuel consumption. It also has a higher cetane number, making it a more suitable diesel additive than ethanol and methanol. Additionally, its lower vapor pressure decreases the likelihood of cavitation issues. Butanol’s lower autoignition temperature improves cold start ignition problems. Being less hydrophilic, it is less corrosive and less prone to separation in diesel blends when contaminated with water <xref ref-type="bibr" rid="scirp.134092-13">
     [13]
    </xref> <xref ref-type="bibr" rid="scirp.134092-27">
     [27]
    </xref> <xref ref-type="bibr" rid="scirp.134092-28">
     [28]
    </xref>. Despite possessing properties similar to diesel fuel, the use of butanol alone is incompatible with certain components of diesel engines, and its heating value remains lower than that of conventional diesel fuel <xref ref-type="bibr" rid="scirp.134092-28">
     [28]
    </xref>.</p>
   <p>Research on butanol as an alternative fuel is continually growing. Generally, adding butanol to diesel slightly increases brake specific fuel consumption and brake thermal efficiency. Exhaust gas temperatures, nitrogen oxides, and carbon monoxide decrease with lower butanol blending ratios, while unburned hydrocarbons and nitric oxide levels increase. Notably, the reduction of smoke opacity in exhaust emissions is significant <xref ref-type="bibr" rid="scirp.134092-2">
     [2]
    </xref> <xref ref-type="bibr" rid="scirp.134092-27">
     [27]
    </xref>.</p>
  </sec><sec id="s5">
   <title>5. Properties that Make N-Butanol More Attractive than Ethanol as a Blend</title>
   <sec id="s5_1">
    <title>5.1. Higher Density</title>
    <p>Density influences spray formation, injection timing, atomization, and combustion characteristics, among others <xref ref-type="bibr" rid="scirp.134092-29">
      [29]
     </xref>. The density of n-butanol is lower than that of diesel fuel, resulting in a smaller volume of alcohol being pressurized and injected by the fuel pump, as the dosage is volumetric <xref ref-type="bibr" rid="scirp.134092-30">
      [30]
     </xref>. However, n-butanol has a higher density than ethanol. The excess volume of liquid blends indicates the presence of molecular interactions, which significantly affects fuel consumption and fuel tank sizing. Thus, understanding the density of blends is crucial. Currently, there is limited research on butanol-diesel systems. The excess volume of butanol-diesel blends is observed to be higher than that of ethanol-diesel blends <xref ref-type="bibr" rid="scirp.134092-31">
      [31]
     </xref>. This is due to the fact that butanol has a larger carbon chain than ethanol, making its non-polar (aliphatic chain) part more dominant and reducing its polar character <xref ref-type="bibr" rid="scirp.134092-32">
      [32]
     </xref>. Consequently, in butanol-diesel blends, the interaction between the hydroxyl group of the alcohol molecule and the aromatic hydrocarbons is weaker due to dispersive forces. Aissa et al. and Dubey et al. reported a positive excess volume for blends of n-butanol and n-hexadecane, a common diesel surrogate, at temperatures of 298.15, 303.15, 308.15, and 313.15 K. In contrast, Mehra et al. found a negative excess volume in the range from 303.15 to 318.15 K. For alcohol-biodiesel blends, stronger interactions form between the hydroxyl groups of alcohols and the ester groups of biodiesels through hydrogen bonds, resulting in a lower excess volume than for alcohol-diesel blends. This reduction in excess volume is even more pronounced in ethanol-biodiesel blends <xref ref-type="bibr" rid="scirp.134092-33">
      [33]
     </xref> <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>.</p>
   </sec>
   <sec id="s5_2">
    <title>5.2. Higher Viscosity</title>
    <p>Fuel atomization is typically influenced by viscosity, affecting the size of fuel droplets, the formation of engine deposits, and the fuel’s lubricity when injected into the combustion chamber <xref ref-type="bibr" rid="scirp.134092-35">
      [35]
     </xref> <xref ref-type="bibr" rid="scirp.134092-36">
      [36]
     </xref>. High-viscosity fuels necessitate more energy in the fuel pump and lead to increased wear in the injection system <xref ref-type="bibr" rid="scirp.134092-37">
      [37]
     </xref>. On the contrary, fuels with excessively low viscosity may not provide enough lubrication for the injection system, leading to increased pump and injector leakage. This increases fuel return and, consequently, fuel consumption due to higher pumping power. Viscosity values decrease with higher alcohol contents in alcohol-diesel blends. Results also indicate that viscosity is not proportional to the volumetric, mass, or molar alcohol content <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>. According to the EN 590 standard for diesel fuels, which mandates that viscosity values must be higher than 2 cSt <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>, only ethanol-diesel blends with an ethanol content of up to 36% (v/v) meet this requirement <xref ref-type="bibr" rid="scirp.134092-38">
      [38]
     </xref>. Given that the viscosity of alcohol increases with a longer carbon chain, n-butanol blends ranging from 0% to 100% in diesel fuel would face no restrictions <xref ref-type="bibr" rid="scirp.134092-38">
      [38]
     </xref>. However, the study by Kuszewski et al. (2018) showed that when the viscosity of diesel fuel at 40˚C is near the lower limit of EN 590, only butanol-diesel blends of up to 7% (v/v) meet this standard. The decrease in viscosity from mixing alcohols (ethanol or n-butanol) with diesel can be offset by adding biodiesel <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref> <xref ref-type="bibr" rid="scirp.134092-39">
      [39]
     </xref>. Although alcohols are extensively used in chemical and petroleum industries, precise and reliable viscosity data are essential for designing transport equipment or pipelines <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>. Generalized correlations are necessary for predicting the viscosity of liquid mixtures. Cano-Gómez et al. <xref ref-type="bibr" rid="scirp.134092-40">
      [40]
     </xref> studied various butanol-biodiesel blends and found that the Grunberg-Nissan equation provided a better fit to experimental data compared to other modeling methods like the Kendall-Monroe or Bingham equations. The Grunberg-Nissan equation has also been applied in different studies <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref> <xref ref-type="bibr" rid="scirp.134092-38">
      [38]
     </xref> to model the viscosity of different alcohols (methanol, ethanol, propanol, n-butanol, and n-pentanol) with diesel and biodiesel fuels <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>.</p>
   </sec>
   <sec id="s5_3">
    <title>5.3. Better Lubricity</title>
    <p>Controlling fuel lubricity is crucial for protecting engine components like injectors, fuel pumps, and fuel rails from wear. Pure n-butanol offers better lubricity than pure ethanol <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>. Vinod Babu et al. <xref ref-type="bibr" rid="scirp.134092-41">
      [41]
     </xref> reported that the lubricity of pure alcohols generally improves, resulting in a smaller wear scar, with increasing molecular weight. However, diesel blends with long-chain alcohols (n-butanol and n-pentanol) exhibit worse lubricity (larger wear scar) than those with short-chain alcohols (ethanol and propanol). Surprisingly, the lubricity of ethanol-diesel blends with an intermediate ethanol content was better than expected, likely due to alcohol evaporation from the lubricating layer <xref ref-type="bibr" rid="scirp.134092-20">
      [20]
     </xref> <xref ref-type="bibr" rid="scirp.134092-42">
      [42]
     </xref>.</p>
   </sec>
   <sec id="s5_4">
    <title>5.4. Higher Heating Value</title>
    <p>Alcohols have lower heating values than conventional diesel fuels, necessitating a higher volume of alcohol to achieve the same power output in engines. However, the heating value increases with the number of carbon atoms. For instance, n-butanol has a 25% higher energy density by volume than ethanol, thereby reducing the fuel consumption required to maintain a specific load in diesel engines <xref ref-type="bibr" rid="scirp.134092-43">
      [43]
     </xref> <xref ref-type="bibr" rid="scirp.134092-44">
      [44]
     </xref>. The study by Kuszewski et al. tested butanol-diesel blends with 5%, 10%, 15%, 20%, and 25% (v/v) butanol content and found that a 25% butanol content reduced the lower heating value by 6% compared to diesel fuel. Given that the lower heating value of diesel typically ranges from 41 to 44 MJ/kg, butanol-diesel blends up to 17% (v/v) and ethanol-diesel blends up to 10% fall within this range <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref> <xref ref-type="bibr" rid="scirp.134092-45">
      [45]
     </xref>.</p>
   </sec>
   <sec id="s5_5">
    <title>5.5. Better Blend Stability</title>
    <p>Alcohol-diesel blends can be separated into different phases under specific conditions. This stability depends on temperature, humidity, and fuel composition. In fact, as temperature decreases, the unstable region expands. Additionally, moisture presence adversely affects miscibility. Alcohols with longer carbon chains exhibit better blending stability than those with shorter chains <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>. The polarity of alcohols is induced by the hydroxyl group (R-OH), one of the most polar chemical groups. Since butanol has a longer carbon chain than ethanol, its overall polarity is lower. Therefore, butanol exhibits better blending stability with the primarily non-polar structures of diesel fuels <xref ref-type="bibr" rid="scirp.134092-32">
      [32]
     </xref>. Low blend stability was reported for ethanol-diesel blends, specifically at intermediate ethanol contents (from 15% to 75% ethanol content) <xref ref-type="bibr" rid="scirp.134092-46">
      [46]
     </xref> In fact, Kwanchareon et al. <xref ref-type="bibr" rid="scirp.134092-47">
      [47]
     </xref> reported that ethanol-diesel blends with 20% to 80% ethanol by volume form two liquid phases at temperatures below 10˚C. However, butanol blends exhibited superior blending behavior, with butanol-diesel blends remaining stable across the entire butanol range at temperatures above 0˚C. Unlike ethanol blends, butanol-diesel blends do not require emulsifying agents as they do not separate even after several days <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>.</p>
   </sec>
   <sec id="s5_6">
    <title>5.6. Better Cold-Flow Properties</title>
    <p>Bio alcohols, known for their low freezing temperatures, have been identified as a sustainable solution to enhance the cold flow properties of diesel fuels, particularly biodiesel <xref ref-type="bibr" rid="scirp.134092-48">
      [48]
     </xref>. Issues with biodiesel filter plugging have been observed in countries experiencing mild to cold weather. These problems are primarily due to the crystallization of monoacylglycerols from saturated fatty acids, sterol glycosides, and other impurities <xref ref-type="bibr" rid="scirp.134092-49">
      [49]
     </xref>. Additional requirements have been proposed in both European and non-European countries to address operability issues in diesel engines. In Europe, standard EN 590 sets limits for the cold filter plugging point (CFPP) and cloud point (CP), but there are no established limits for pour point (PP). Only British and Australian standards specify limits for filterability (FBT). The benefits of blending light alcohols like methanol and ethanol with diesel fuels are constrained by their poor miscibility. The solubility of ethanol-diesel blends decreases at lower temperatures, affecting the cold flow properties (CFPP, CP, and PP) due to the formation of a gelatinous phase or phase separation <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>. Due to its enhanced blend stability across a broad temperature spectrum for all concentration levels, n-butanol improves the cold flow properties of diesel fuels, particularly at high alcohol content. Regarding alcohol-biodiesel blends, Makareviciene et al. <xref ref-type="bibr" rid="scirp.134092-48">
      [48]
     </xref> reported that adding n-butanol to biodiesel gradually decreased the cloud point and the cold filter plugging point. Bouaid et al. <xref ref-type="bibr" rid="scirp.134092-50">
      [50]
     </xref> justified the significant improvement n-butanol brings to the cold-flow properties of diesel and biodiesel fuels compared to ethanol, due to its less polar character <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>.</p>
   </sec>
   <sec id="s5_7">
    <title>5.7. Higher Cetane Number</title>
    <p>Among the properties affecting the combustion process, the cetane number is a limiting factor. Generally, alcohols have low cetane numbers, limiting their concentrations in unmodified diesel engines due to the significant impact on engine efficiency. The higher cetane number of n-butanol compared to ethanol suggests that its maximum concentration in diesel blends could be increased relative to that recommended for ethanol <xref ref-type="bibr" rid="scirp.134092-13">
      [13]
     </xref> <xref ref-type="bibr" rid="scirp.134092-51">
      [51]
     </xref>. Based on the cetane number, literature indicates that diesel engines can use butanol-diesel blends with n-butanol content up to 40% (v/v) without any engine modifications <xref ref-type="bibr" rid="scirp.134092-41">
      [41]
     </xref>. However, blends with higher butanol content lead to excessively high ignition delays <xref ref-type="bibr" rid="scirp.134092-52">
      [52]
     </xref>, resulting in large, premixed phases that cause excessive heat release rates and peaks in cylinder pressure <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>. However, considering the EN 590 standard limits, only butanol blends with diesel fuel up to 3% meet this requirement <xref ref-type="bibr" rid="scirp.134092-52">
      [52]
     </xref>. This limitation can be compensated by using cetane improvers. The increase in ignition delay for butanol blends is similar whether it is blended with diesel or biodiesel fuels. However, when ethanol is blended with diesel or biodiesel fuels, larger delay times are observed in the former case <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref> <xref ref-type="bibr" rid="scirp.134092-52">
      [52]
     </xref>.</p>
   </sec>
   <sec id="s5_8">
    <title>5.8. Lower Enthalpy of Vaporization.</title>
    <p>Since ethanol and butanol have a higher enthalpy of vaporization than diesel fuel, more heat is required to evaporate the alcohol, leading to a smaller increase in gas temperature and potentially causing starting difficulties <xref ref-type="bibr" rid="scirp.134092-13">
      [13]
     </xref>. Among alcohols, n-butanol’s lower enthalpy of vaporization (620 kJ/kg) compared to ethanol (944 kJ/kg) suggests that a diesel engine may start more easily with butanol than with ethanol in cold conditions <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref> <xref ref-type="bibr" rid="scirp.134092-44">
      [44]
     </xref>.</p>
   </sec>
   <sec id="s5_9">
    <title>5.9. Better Distribution and Storage</title>
    <p>N-butanol has a higher flash point and lower volatility compared to ethanol, making butanol blends safer for transportation, fuel handling, and storage <xref ref-type="bibr" rid="scirp.134092-16">
      [16]
     </xref> <xref ref-type="bibr" rid="scirp.134092-43">
      [43]
     </xref>. Pipeline corrosion is largely due to the polarity and hygroscopic nature of alcohol molecules. Metals like magnesium, lead, and aluminum are vulnerable to chemical attack by alcohol. Additionally, wet corrosion, primarily resulting from alcohol’s moisture absorption ability, oxidizes most metals. Non-metallic components, especially those made of elastomeric materials, are also impacted by alcohols <xref ref-type="bibr" rid="scirp.134092-20">
      [20]
     </xref>. Corrosion affects materials in fuel delivery and injection systems, among others. High polarity and water content in alcohols increase corrosion. Since ethanol is more polar and soluble in water than butanol, butanol is less prone to water contamination and more suitable for distribution through existing pipelines. Additionally, n-butanol’s lower corrosiveness compared to ethanol contributes to better storage stability over extended periods. Yanai et al. 2015 <xref ref-type="bibr" rid="scirp.134092-53">
      [53]
     </xref> noted that butanol could corrode plastic parts and swell rubber components. However, this issue can be addressed by replacing rubber seals with materials more resistant to alcohol <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref> <xref ref-type="bibr" rid="scirp.134092-53">
      [53]
     </xref>.</p>
   </sec>
  </sec><sec id="s6">
   <title>6. Effects of N-Butanol on Performance, Combustion, Particle and Gaseous Emissions</title>
   <p>The properties of n-butanol significantly influence combustion parameters. Its presence impacts the fuel-air mixing process and the development of the injection spray. N-butanol’s lower density and kinematic viscosity compared to diesel fuel result in improved atomization quality for butanol-diesel blends. Moreover, n-butanol’s higher volatility facilitates a quicker evaporation process. Both enhanced atomization and accelerated evaporation help in forming more homogeneous fuel-air mixtures, thereby reducing soot formation <xref ref-type="bibr" rid="scirp.134092-41">
     [41]
    </xref>. The cetane number is a crucial parameter for combustion quality as it aids in optimizing combustion timing. For n-butanol blends, the peak pressure in the combustion chamber during combustion decreases with higher butanol content due to three main effects: the energy effect, which is the reduction in heating value; the chemical effect, related to the decrease in the equivalence ratio; and the dilution effect, caused by over-dilution and large delay times. Both the chemical and dilution effects reduce flame velocity, thereby increasing heat transfer to the chamber walls during combustion and diminishing combustion quality <xref ref-type="bibr" rid="scirp.134092-52">
     [52]
    </xref>.</p>
   <p>Rakopoulos et al. conducted a comprehensive study on the impact of n-butanol on diesel engine emissions during discrete transient schedules, focusing on n-butanol/diesel blends during acceleration <xref ref-type="bibr" rid="scirp.134092-54">
     [54]
    </xref> and hot starts of a turbocharged diesel engine. The research found that in all acceleration tests, the n-butanol/diesel blend produced less smoke than pure diesel, albeit with higher NO emissions (in ppm). The study also compared a biodiesel/diesel blend, offering a unique comparison of the effects of two biofuels. <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref> exemplifies the findings reported in Ref. <xref ref-type="bibr" rid="scirp.134092-54">
     [54]
    </xref>. The illustration shows how a six-cylinder, medium-duty, turbocharged, direct injection (DI) diesel engine responds during medium to high-speed acceleration while running on neat diesel fuel, a blend of 25% n-butanol and 75% diesel fuel (Bu25), and a blend of 30% (sunflower-cottonseed) biodiesel with 70% diesel (B30). Both biofuel blends, as shown in <xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>, were found to reduce engine smoke emissions during demanding acceleration, with further improvements observed at the final steady-state conditions. The reduction in smoke emissions was significantly more pronounced for the n-butanol blend than for the biodiesel blend, which also had a higher oxygen content. Although fuel injection and spray development slightly differed from</p>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>Figure 3. Development of smoke opacity response during two accelerations of a medium duty turbocharged diesel engine for neat diesel, Bu25 and B30 fuel blends <xref ref-type="bibr" rid="scirp.134092-54">
       [54]
      </xref>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771122-rId16.jpeg?20240627091723" />
   </fig>
   <p>the neat diesel fuel case, it was suggested that this behavior was due to the engine running ‘leaner’ compared to when it used neat diesel fuel. This holds true because the trapped relative air-fuel ratio remained essentially the same, with the combustion being assisted by the fuel-bound oxygen in the biodiesel or n-butanol in locally rich zones, which had the dominant influence. In fact, the higher oxygen mass percentage of the n-butanol blend compared to the biodiesel blend led to its superior smoke behavior. As a result, while the peak opacity value was reduced by 13% for the biodiesel blend, the n-butanol blend (with higher oxygen content) saw a significant decrease of 50% compared to neat diesel fuel operation. Further, results are documented in <xref ref-type="fig" rid="fig4">
     Figure 4
    </xref> for hot starting this time. Here, the effect of each biofuel on smoke emissions was found to be contradictory. Specifically, the biodiesel blend increased both the peak soot value and the duration of unacceptable smoke emissions, whereas its n-butanol counterpart (confirmed also by the results of Armas et al. <xref ref-type="bibr" rid="scirp.134092-55">
     [55]
    </xref> substantially decreased both of them, compared to the neat diesel fuel case; the relative differences were +40% and −69%, respectively, in the maximum opacity value. Furthermore, opacity exceeded 10% for 10, 14, and just 3 engine cycles (or 1.9, 2.5, and 0.5 seconds), respectively, for neat diesel fuel, biodiesel, and normal butanol blends. For the diesel/n-butanol blend, the improvement in smoke emissions was attributed to the engine running leaner. This was due to combustion being aided by the higher fuel-bound oxygen content of n-butanol in the locally rich zones, which appeared to have a dominant influence. During turbocharged diesel engine transients, the extra oxygen available inside the cylinder compensates for the significant air deficiency from the compressor during turbocharger lag, proving crucial for the emission development shown in <xref ref-type="fig" rid="fig4">
     Figure 4
    </xref>. Similarly, n-butanol’s lower viscosity and higher volatility compared to biodiesel (and diesel fuel) are expected to reduce soot production. Not surprisingly, the cleaner operation of the engine with added n-butanol, as reported in <xref ref-type="bibr" rid="scirp.134092-54">
     [54]
    </xref> during warm/hot starting, also resulted in an increase in emitted nanoparticles <xref ref-type="bibr" rid="scirp.134092-55">
     [55]
    </xref>. The arguments for discrete transient schedules are strengthened by comparing smoke emissions from neat diesel fuel and a Bu10 blend, as shown in <xref ref-type="fig" rid="fig5">
     Figure 5
    </xref>. This figure displays the instantaneous smoke emissions during the 1180-second European passenger car New European Driving Cycle (NEDC). The n-butanol blend consistently maintained lower levels of smoke emissions, including during the cold start phase. This was particularly notable at the beginning of each acceleration event, where the effects of turbocharger lag—caused by a sudden shortage of air from the turbocharger compressor—are more significant <xref ref-type="bibr" rid="scirp.134092-13">
     [13]
    </xref>.</p>
   <fig id="fig4" position="float">
    <label>Figure 4</label>
    <caption>
     <title>Figure 4. Development of smoke opacity during hot starting of a medium-duty turbocharged diesel engine for neat diesel, Bu25 and B30 fuel blends <xref ref-type="bibr" rid="scirp.134092-56">
       [56]
      </xref>.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771122-rId17.jpeg?20240627091723" />
   </fig>
   <fig id="fig5" position="float">
    <label>Figure 5</label>
    <caption>
     <title>Figure 5. Development of smoke opacity during the NEDC for neat diesel and a Bu10 blend of a passenger car diesel engine (experimental results adapted from Kozak <xref ref-type="bibr" rid="scirp.134092-57">
       [57]
      </xref>).</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1771122-rId18.jpeg?20240627091723" />
   </fig>
   <p>Gvidonas, L. et al. (2021) performed experiments and investigated the effects of biodiesel-n-butanol fuel blends on performance and emissions in a diesel engine. The combustion of neat biodiesel produced the highest total NOx emissions at 2290 ppm. However, the addition of n-butanol to biodiesel did not significantly reduce NOx emissions as expected. At full engine load with a BBu20 blend, nitrogen oxides emissions decreased by 23.5%. At low engine load, the highest carbon monoxide emissions were recorded with neat biodiesel (302 ppm), while the lowest was with the BBu20 blend (241 ppm). The n-butanol oxygenated biodiesel blends BBu10 and BBu20 significantly reduced carbon monoxide emissions at full load. Furthermore, at full load, smoke opacity decreased by 28.5% and 35% with BBu10 and BBu20 blends, respectively, compared to neat biodiesel. Renewable binary biodiesel-n-butanol blends are suitable for powering diesel engines, replacing fossil-origin diesel fuels, reducing climate change, and preserving untouched nature for future generations. Due to the absence of polycyclic aromatic hydrocarbons in these renewable biofuel blends, lower maximum NOx emissions, drastically reduced CO emissions, and decreased smoke opacity (PM) can be expected. This is attributed to the potentially improved homogeneity of the combustible mixture and the benefits to particulate matter (PM) emissions, suggested by the higher n-butanol-oxygen mass content (21.62 wt%) and a much lower carbon-to-hydrogen ratio (4.8) <xref ref-type="bibr" rid="scirp.134092-58">
     [58]
    </xref>.</p>
   <sec id="s6_1">
    <title>6.1. Engine Performance</title>
    <p>In the last decade, n-butanol derived from lignocellulosic residual feedstocks has emerged as a promising and sustainable green energy source for diesel engines <xref ref-type="bibr" rid="scirp.134092-59">
      [59]
     </xref>, due to its superior fuel properties compared to low carbon alcohols (methanol, ethanol, etc.) <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref>. The low heating value (LHV) of n-butanol is 33.1 MJ/kg compared to 26.8 MJ/kg for ethanol and 19.9 MJ/kg for methanol <xref ref-type="bibr" rid="scirp.134092-61">
      [61]
     </xref>, which is favorable for engine performance characteristics. Additionally, n-butanol has a higher flash point, improved miscibility with fossil-based diesel at low temperatures, and is less toxic and volatile <xref ref-type="bibr" rid="scirp.134092-62">
      [62]
     </xref>; this property makes n-butanol a much safer and more suitable fuel component for transport on existing fuel infrastructure. Due to its lower autoignition temperature, higher cetane number (CN), and lower heat of vaporization compared to other alcohols, n-butanol is a superior choice for cold start ignition in compression ignition (CI) engines <xref ref-type="bibr" rid="scirp.134092-63">
      [63]
     </xref>. Its higher lubricity and viscosity protect engine components such as fuel rails, fuel pumps, and injectors from wear. Additionally, the oxygen molecule in n-butanol enhances the diffusion combustion stage, and its higher laminar flame speed (45 cm/s) compared to diesel (33 cm/s) increases combustion efficiency <xref ref-type="bibr" rid="scirp.134092-64">
      [64]
     </xref>. The physical properties of fuel, including density, viscosity, and bulk modulus of compressibility, influence the delivery rate and injection characteristics. These properties directly affect the quality of the air-fuel mixture, which in turn impacts the combustion process, brake thermal efficiency, and the ecological parameters of the diesel engine. Alternative and renewable biofuels differ from conventional diesel fuel in specific properties such as density, viscosity, calorific value, cetane number, freezing point, etc. Staying updated with the latest trends in using lighter and more environmentally friendly biofuels is crucial for powering diesel engines <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref> <xref ref-type="bibr" rid="scirp.134092-65">
      [65]
     </xref>.</p>
   </sec>
   <sec id="s6_2">
    <title>6.2. Combustion Characteristics</title>
    <p>To better understand the effect of n-butanol blending on engine performance, Luis Tipanluisa et al. <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref> did an extensive study on a World Harmonized Steady-State Cycle (WHSC) under varying operating conditions. The findings were categorized into three groups based on combustion characteristics: a low load (25% engine load) at three speeds (25%, 35%, and 45% of engine speed, respectively), a full load (100% engine load) at three speeds (35%, 55%, and 75% of engine speed, respectively), and a medium speed (55% of engine speed) at three loads (25%, 50%, and 70% of engine load, respectively). The study focused on three specific scenarios: constant low load with varying speed, constant high load with varying speed, and constant medium speed with varying load. The fuels tested included reference diesel and n-butanol blends (DBu5, DBu10, and DBu20) <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref>.</p>
    <p>A slight increase in maximum pressure of up to 1% was observed for the DBu5 and DBu10 blends, mainly at low load. This is attributed to the high oxygen content in n-butanol and a greater amount of fuel burned under premixed combustion. Oxygen in fuel can lower the local equivalence ratio (the ratio between the averaged fuel/air mass ratio entered into the engine cylinder and the stoichiometric fuel/air ratio for each operating condition), enhancing combustion efficiency <xref ref-type="bibr" rid="scirp.134092-66">
      [66]
     </xref>. Additionally, the increased volatility of the blended fuel improves air-fuel mixing, resulting in a more uniform gas mixture and a higher proportion of premixed combustion, thereby increasing in-cylinder pressure <xref ref-type="bibr" rid="scirp.134092-67">
      [67]
     </xref>. The DBu20 blend shows no significant changes compared to diesel at engine speeds up to 35% under a 25% load. However, at the same load and a higher engine speed of 45%, there was a noticeable reduction in in-cylinder pressure by up to 1.4%. Moreover, a greater reduction in maximum pressure (about 2.6%) was observed for the DBu20 blend at a constant medium speed with varying loads, attributed to the lower cetane number (CN) and calorific value of the n-butanol blended fuel. The blend’s low CN increased the ignition delay period, leading to more fuel accumulation and, consequently, a lower peak in-cylinder pressure <xref ref-type="bibr" rid="scirp.134092-68">
      [68]
     </xref>. Furthermore, the higher latent heat of vaporization of the blend results in a combustion cooling effect, leading to lower in-cylinder pressure <xref ref-type="bibr" rid="scirp.134092-20">
      [20]
     </xref>. On the other hand, at a constant low load with varying speed, the peak in-cylinder pressure is achieved at a crankshaft angle between 4 and 7 degrees for all fuels. Additionally, a higher engine speed slightly reduces the peak in-cylinder pressure. However, under constant high load with varying speed, the peak in-cylinder pressure increases with engine speed, reaching its maximum at a crankshaft angle between 11 and 13 degrees for all fuels. The DBu20 blend exhibited a significantly greater reduction in in-cylinder pressure compared to diesel, with an increase in speed up to 45% under low load (25%) conditions. Meanwhile, at full load (100%) conditions, the variation in peak in-cylinder pressure was considerably higher at lower engine speeds (35%) than at higher engine speeds (75%), with values of 2.5% and 0.5%, respectively. This can be understood because as the engine speed increases, a greater amount of air enters with higher turbulence intensity, leading to a faster air-fuel mixture and a greater amount of injected fuel reacting rapidly during the premixed combustion phase. At a constant medium speed with varying load, the peak in-cylinder pressure was attained at a crankshaft angle between 8 and 12 degrees for all fuels. Moreover, a higher engine load significantly increases the peak in-cylinder pressure <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref>.</p>
    <p>At a constant low load with varying speed, the apparent heat release rate (AHRR) peak becomes sharper, and the use of DBu5 and DBu10 mixtures slightly raises its maximum value by around 3% - 4%, respectively. This increase results from the higher volatility of the blended fuel, which enhances air-fuel mixing, leading to a more homogeneous gas mixture and a higher proportion of premixed combustion, thus elevating the maximum AHRR value <xref ref-type="bibr" rid="scirp.134092-69">
      [69]
     </xref>. This can also be attributed to the higher oxygen content in n-butanol blends. However, using the DBu20 blend results in a 7% reduction in the maximum value of AHRR due to the lower LHV of n-butanol. Additionally, a shift in the crankshaft position (−1˚ to 3˚ CA) of the peak AHRR is observed with increasing engine speed, leading to a decrease in the maximum AHRR value. Conversely, at a constant high load with varying speed, AHRR peaks are more spread out, reaching their maximum values at a crankshaft angle between 6˚ and 7˚ CA. A reduction in AHRRmax value was observed with increasing engine speed. The use of DBu5 and DBu10 blends showed no significant variations in AHRRmax values compared to diesel. However, for the DBu20 blend, reductions between 3.6% and 6.5% were observed. Generally, except for mode 12, using n-butanol did not significantly affect the position of the AHRR peak compared to diesel under all tested operating conditions. This is related to the fuel injection timing and the effect of pilot injection on the main AHRR; it has been reported that the heat released by the pilot injection shortens the ignition delay period of the main injection <xref ref-type="bibr" rid="scirp.134092-30">
      [30]
     </xref> <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref> <xref ref-type="bibr" rid="scirp.134092-70">
      [70]
     </xref>. It was also observed that at a constant medium speed with varying load, AHRR values increase with an increasing load <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref> <xref ref-type="bibr" rid="scirp.134092-65">
      [65]
     </xref>.</p>
    <p>The use of n-butanol blends slightly reduces the maximum in-cylinder temperature by up to 1.5% for the DBu20 blend, while the temperature at the end of combustion (measured at 80 CA) decreases by up to 3.5%. This reduction in temperature at the end of combustion may be attributed to the lower heating value (LHV) and latent heat of vaporization of n-butanol blended fuel <xref ref-type="bibr" rid="scirp.134092-71">
      [71]
     </xref>. The reduction in temperature at the end of combustion leads to a slower start of the next combustion cycle, resulting in a longer ignition delay. However, the DBu5 and DBu10 blends do not show considerable variations in maximum in-cylinder temperature compared to diesel. This is attributed to the additional oxygen supply from the n-butanol in the blended fuel. Additionally, improved and accelerated vaporization of the fuel and an enhanced air-fuel mixture intensify the combustion, thereby leading to a higher temperature <xref ref-type="bibr" rid="scirp.134092-65">
      [65]
     </xref>. Meanwhile, at the end-temperature (at 80 CA), reductions of up to 2% and 3.1% are observed for the DBu5 and DBu10 blends compared to diesel, respectively <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref>.</p>
    <p>
     <xref ref-type="table" rid="table3">
      Table 3
     </xref> provides a detailed summary of studies from 2008 to 2023 on the performance and regulated emissions of butanol-diesel blends in diesel engines <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>. Consistent with existing literature, numerous researchers have found that using n-butanol in mixtures up to 20% (by volume) does not require recalibrations of the electronic control unit (ECU) or modifications to the engine <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref>.</p>
    <p>David Fernández et al. (2021) and Luis Tipanluisa et al. (2022) conducted extensive research on the combustion, performance, and emissions of diesel/n-butanol blends in DI diesel engines <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref> <xref ref-type="bibr" rid="scirp.134092-60">
      [60]
     </xref>. Diesel fuels can be blended with bio-alcohols, especially n-butanol, to introduce a renewable component and to provide a certain oxygen content <xref ref-type="bibr" rid="scirp.134092-34">
      [34]
     </xref>.</p>
    <table-wrap id="table3">
     <label>
      <xref ref-type="table" rid="table3">
       Table 3
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.134092-"></xref>Table 3. Summary of butanol-diesel blends tested in diesel engines.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td tbtextacenter" width="11.91%"><p style="text-align:center">Research Group</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="8.41%"><p style="text-align:center">Publication</p><p style="text-align:center">Year</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="23.21%" colspan="2"><p style="text-align:center">Type of engine</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="7.83%" colspan="2"><p style="text-align:center">Butanol blend (%v/v)</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="15.95%" colspan="2"><p style="text-align:center">Operating conditions</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="5.59%" colspan="2"><p style="text-align:center">CO</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="5.60%" colspan="2"><p style="text-align:center">THC</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="5.59%" colspan="2"><p style="text-align:center">NO<sub>X</sub></p></td> 
       <td class="custom-bottom-td tbtextacenter" width="5.60%" colspan="2"><p style="text-align:center">Particles</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="5.60%" colspan="4"><p style="text-align:center">Fuel</p><p style="text-align:center">Consumption (%)</p></td> 
       <td class="custom-bottom-td tbtextacenter" width="4.70%" colspan="2"><p style="text-align:center">References</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="11.91%"><p style="text-align:center">Miers et al.</p></td> 
       <td class="custom-top-td acenter" width="8.41%"><p style="text-align:center">2008</p></td> 
       <td class="custom-top-td acenter" width="23.21%" colspan="2"><p style="text-align:center">Mercedes Benz C220 diesel passenger car, four-cylinder, common rail, direct injection diesel engine equipped with single turbocharger and intercooler</p></td> 
       <td class="custom-top-td acenter" width="7.83%" colspan="2"><p style="text-align:center">20, 40</p></td> 
       <td class="custom-top-td acenter" width="15.95%" colspan="2"><p style="text-align:center">Transient cycle. Cold start UDDS (transient)</p></td> 
       <td class="custom-top-td acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId19.jpeg?20240627091724" /></p></td> 
       <td class="custom-top-td acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId19.jpeg?20240627091724" /></p></td> 
       <td class="custom-top-td acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId20.jpeg?20240627091724" /></p></td> 
       <td class="custom-top-td acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId21.jpeg?20240627091724" /></p></td> 
       <td class="custom-top-td acenter" width="5.60%" colspan="4"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId22.jpeg?20240627091724" /></p></td> 
       <td class="custom-top-td acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312845 r h">
          * MERGEFORMAT"&gt;[72]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Rakopoulos et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2010</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Mercedes-Benz OM 366 LA, six-cylinder, four-stroke, turbocharger and air-to-air after cooler, direct injection</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">25</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Accelerations</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId22.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId23.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-54">
          * MERGEFORMAT"&gt;[54]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Rakopoulos et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2010</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Single-cylinder, four-stroke, compression-ignition, direct injection, naturally aspirated</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">8, 16, 24</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Stationary conditions. Three loads</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId24.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId22.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId25.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-27">
          * MERGEFORMAT"&gt;[27]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Rakopoulos et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2010</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">6-cylinder, 5.958 L, turbocharger, and air-to-air aftercooler</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">8, 16</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Variable speed: 1200 rpm - 1500 rpm, variable load: 20% - 60%</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId25.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312872 r h">
          * MERGEFORMAT"&gt;[73]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Yao et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2010</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Six-cylinder, four valves, turbocharged intercooler, heavy-duty direct injection, common rail system</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">5, 10, 15</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Stationary conditions. Different injection strategies</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-30">
          * MERGEFORMAT"&gt;[30]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Rakopoulos et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2011</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Mercedes-Benz OM 366 LA, six-cylinder, four-stroke, turbocharger and air-to-air aftercooler, direct injection</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">8, 16</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">Stationary conditions. Three loads</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312888 r h">
          * MERGEFORMAT"&gt;[74]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Dogan</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2011</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Single-cylinder, four-stroke, direct injection, naturally aspirated, air-cooled</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">5, 10, 15, 20</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">Stationary conditions. Different engine loads</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312891 r h">
          * MERGEFORMAT"&gt;[75]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Kozak</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2011</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Passenger car, four-cylinder, direct injection, common rail turbocharged intercooled</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">10</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">NEDC</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-57">
          * MERGEFORMAT"&gt;[57]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Yamamoto et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2012</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">1 cylinder, 0.875 L, NA, water cooled</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">30, 40, 50</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">1200 rpm, variable load: 0.13 MPa - 0.51 MPa</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312899 r h">
          * MERGEFORMAT"&gt;[76]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Zhang et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2012</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">1 cylinder, 1.081 L, common rail, water-cooled, air compressor</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">20, 40</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">1400 rpm at different EGR rates</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312904 r h">
          * MERGEFORMAT"&gt;[77]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Siwale et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2013</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Volkswagen 1.9 L four-cylinder, turbo-direct injection</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">5, 10, 20</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">Stationary conditions. Different loads</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-2">
          * MERGEFORMAT"&gt;[2]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Chen et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2013</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Four-cylinder, 16 valves, turbocharger inter-cooled, common rail injection system</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">20, 30, 40</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">Stationary conditions. Different engine loads</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312919 r h">
          * MERGEFORMAT"&gt;[78]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Liu et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2013</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">1 cylinder, 1.081 L, common rail, water-cooled, air compressor</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">1400 rpm, variable EGR: 0% - 62%. Injection pressure 1300 bar</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312923 r h">
          * MERGEFORMAT"&gt;[79]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Iannuzzi et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2014</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Four-cylinders, four valve per cylinder equipped with a common rail injection system, direct injection, turbocharger</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">Stationary conditions. Different injection strategies</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312925 r h">
          * MERGEFORMAT"&gt;[80]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Chen et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2014</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Single-cylinder, heavy-duty, four-stroke, common rail injection</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">40</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">Stationary conditions. EGR study</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312928 r h">
          * MERGEFORMAT"&gt;[81]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Choi et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2014</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Hyundai D4CB, four-cylinder, turbocharger and intercooler, common</p><p style="text-align:center">rail injection system</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">10, 20</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">European Stationary Cycle</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312931 r h">
          * MERGEFORMAT"&gt;[82]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Armas et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2014</p></td> 
       <td class="acenter" width="23.14%"><p style="text-align:center">Nissan 2.0 M1D, four-cylinder, four-stroke, turbocharged, intercooled with common rail</p></td> 
       <td class="acenter" width="7.80%" colspan="2"><p style="text-align:center">16</p></td> 
       <td class="acenter" width="15.88%" colspan="2"><p style="text-align:center">NEDC</p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.56%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.57%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.54%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312934 r h">
          * MERGEFORMAT"&gt;[83]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Rakopoulos et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2014</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 0.5 L, NA, water-cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">8, 16, 24</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">2000 rpm, variable load: 1.40 bar 5.37 bar</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-71">
          * MERGEFORMAT"&gt;[71]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Balamurugan et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2014</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 0.661 L, NA, water cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">4, 8</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1500 rpm, variable load: 20% - 100%</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-68">
          * MERGEFORMAT"&gt;[68]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Zheng, et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2015</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 1.081 L, common rail, water-cooled, air compressor</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">30</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1500 rpm, EGR of 46%. Different injection strategies</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312948 r h">
          * MERGEFORMAT"&gt;[84]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Zheng, et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2015</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 1.081 L, common rail, water-cooled, air compressor</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">20, 40</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1500 rpm, variable EGR: 0% - 65%. Injection pressure 1300 bar</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312951 r h">
          * MERGEFORMAT"&gt;[85]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Sahin et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2015</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 1.461 L, common rail, turbocharger, water-cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">2, 4, 6</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">2000 rpm, variable load: 145 Nm - 132 Nm.</p><p style="text-align:center">4000 rpm, variable load: 110 Nm - 96 Nm</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId29.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="4"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.70%" colspan="2"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312954 r h">
          * MERGEFORMAT"&gt;[86]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Kumar et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2015</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">One-cylinder, four-stroke, naturally aspirated, air cooled, direct injection</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">10, 20, 30</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Stationary conditions. Different engine loads</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312956 r h">
          * MERGEFORMAT"&gt;[87]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Rakopoulos et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2015</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Mercedes-Benz OM 366 LA, six-cylinder, four-stroke, turbocharger and air-to-air aftercooler, direct injection</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">8, 16</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Accelerations</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312959 r h">
          * MERGEFORMAT"&gt;[88]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Choi et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2015</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Hyundai D4CB, four-cylinder, turbocharger and intercooler, common rail injection system</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">5, 10, 20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">European Stationary Cycle</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId26.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312962 r h">
          * MERGEFORMAT"&gt;[89]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Huang et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2016</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 1.99 L, common rail, turbocharger, water-cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">30</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1600 rpm, 0.6 MPa. Different EGR ratios</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312965 r h">
          * MERGEFORMAT"&gt;[90]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Huang et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2017</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 1.99 L, common rail, turbocharger, intercooler</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1600 rpm, 0.8 MPa load. Different fuel</p><p style="text-align:center">injection pressures</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312967 r h">
          * MERGEFORMAT"&gt;[91]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Nabi et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2017</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Six-cylinder, high pressure common rail, turbocharged</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">2, 4, 6</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">13-Mode European Stationary Cycle</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312971 r h">
          * MERGEFORMAT"&gt;[92]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Fayad et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2017</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Single-cylinder, four-stroke, naturally aspirated, common-rail</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Stationary conditions. Different injection strategies</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312975 r h">
          * MERGEFORMAT"&gt;[93]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Emiroğlu et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 0.349 L, NA, air-cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">10</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1500 rpm, variable load: 2.5 Nm - 10 Nm</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170312978 r h">
          * MERGEFORMAT"&gt;[94]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">He et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 1.081 L, common rail, water-cooled, air compressor</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">15, 40</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1400 rpm, 1.4 MPa load. Different EGR rates</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-63">
          * MERGEFORMAT"&gt;[63]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Saxena et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 0.661 L, NA, water cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">10, 20, 30</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1500 rpm, variable load: 25% - 100%</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-67">
          * MERGEFORMAT"&gt;[67]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Huang et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 1.99 L, common rail, turbocharger</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1600 rpm, variable load: 0.4 MPa - 1.6 MPa</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-69">
          * MERGEFORMAT"&gt;[69]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Wakale et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 0.693 L, common rail, NA, water-cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">5, 10, 20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1050 rpm, 80% load. Different fuel injection Pressures</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313000 r h">
          * MERGEFORMAT"&gt;[95]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Atmanli et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Four-cylinder, direct injection, naturally aspirated, air-cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">5, 25, 35</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Stationary conditions. Different engine loads</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313002 r h">
          * MERGEFORMAT"&gt;[96]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Lapuerta et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Euro 6 Nissan 1.5 dCi, four-cylinder, four-stroke, turbocharged intercooled, common-rail</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">10, 13, 16, 20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">NEDC</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.42%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="4.89%" colspan="3"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313005 r h">
          * MERGEFORMAT"&gt;[97]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Lapuerta et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2018</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Euro 6 Nissan Qashqai 1.5 dCi light-duty vehicle, four-cylinder, four-stroke, turbocharged, intercooled, common-rail</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">10, 13, 16, 20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">NEDC</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-62">
          * MERGEFORMAT"&gt;[62]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Wu et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 1.996 L, common rail, turbocharger</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">5</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Variable speed: 2000 rpm-2800 rpm</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313015 r h">
          * MERGEFORMAT"&gt;[98]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Huang et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 1.99 L, common rail, turbocharger</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1600 rpm, 0.8 MPa load. Different pilot injection rates</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313020 r h">
          * MERGEFORMAT"&gt;[99]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Rakopoulos et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">6-cylinder, 5.958 L, turbocharger, and air-to-air aftercooler</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">8, 16</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Variable speed:1200 rpm-1500 rpm, variable load: 20% - 60%</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313022 r h">
          * MERGEFORMAT"&gt;[100]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Li et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 4.334 L, NA, water cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1800 rpm, variable load: 20% - 80%</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313025 r h">
          * MERGEFORMAT"&gt;[101]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Huang et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">4-cylinder, 1.99 L, common rail, turbocharger</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">30</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">1600 rpm, 0.6 MPa load. Different pre injection ratios</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313028 r h">
          * MERGEFORMAT"&gt;[102]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Emiroğlu</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">1 cylinder, 0.349 L, NA, air-cooled</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">10</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Variable speed: 1600 rpm - 3600 rpm, 80% load. Different injection pressures</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313031 r h">
          * MERGEFORMAT"&gt;[103]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Huang et al.</p></td> 
       <td class="acenter" width="8.41%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.21%" colspan="2"><p style="text-align:center">Four-cylinder, 16 valves, turbocharger, common-rail injection system</p></td> 
       <td class="acenter" width="7.83%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.95%" colspan="2"><p style="text-align:center">Stationary conditions. Study of EGR effect</p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.59%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.28%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-70">
          * MERGEFORMAT"&gt;[70]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Yusri et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">Isuzu, four-cylinder, four-stroke, turbocharged, common-rail</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">5, 10, 15</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">Stationary conditions. Low load</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313042 r h">
          * MERGEFORMAT"&gt;[104]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Nour et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">Single-cylinder, direct injection, naturally aspirated, air cooled</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">10, 20</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">Stationary conditions.</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-65">
          * MERGEFORMAT"&gt;[65]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Joy et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2019</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">Kirloskar TV1, single-cylinder, four-stroke</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">10, 20</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">Stationary conditions.</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313056 r h">
          * MERGEFORMAT"&gt;[105]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Zhou et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2020</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">4-cylinder, 2.169 L, common rail, turbocharger</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">10, 20, 30</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">1400 rpm, 0.8 MPa load. Different EGR rates and post injection</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-106">
          * MERGEFORMAT"&gt;[106]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Ganesan et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2020</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">1 cylinder, 0.661 L, NA, water cooled</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">40</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">1500, 4 bar load. Different EGR rates and start of injection</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313063 r h">
          * MERGEFORMAT"&gt;[107]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Fayad</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2020</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">1 cylinder, 0.499 L, common rail, NA, water-cooled</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">20</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">1800 rpm, 4 bar load. Different EGR rates</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313066 r h">
          * MERGEFORMAT"&gt;[108]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Pan et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2020</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">YC-4Y22, 4-cylinder, 4-valve, 4-stroke, common rail, variable-geometry turbocharger</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">50</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">Stationary conditions. Different injection pressures</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313069 r h">
          * MERGEFORMAT"&gt;[109]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Jamrozik et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2021</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">1 cylinder, 0.573 L, NA, air-cooled</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">10, 20, 30, 40, </p><p style="text-align:center">50, 60</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">1500 rpm, 100% load</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313074 r h">
          * MERGEFORMAT"&gt;[110]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Pan et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2021</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">4-cylinder, 2.169 L, common rail, turbocharger</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">10, 20</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">1400 rpm, 0.6 MPa load. Different post injection rates</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313079 r h">
          * MERGEFORMAT"&gt;[111]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Yan et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2021</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">1 cylinder, 0.51 L, common rail, water-cooled</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">20, 40</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">1200 rpm, variable load: 0.45 MPa - 0.65 MPa. Different intake pressures</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-66">
          * MERGEFORMAT"&gt;[66]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Pinzi et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center"></p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">4-cylinder, 2.298 L, common rail, turbocharger, intercooler</p><p style="text-align:center"></p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">10, 20</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">WLTP and five steady state operating modes</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId30.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313086 r h">
          * MERGEFORMAT"&gt;[112]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Siva Prasad et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2021</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">Single-cylinder, 4-stroke, direct injection</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">20, 40</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">Stationary conditions. Different engine loads</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313089 r h">
          * MERGEFORMAT"&gt;[113]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Li et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2021</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">Yanmar, single-cylinder, four-stroke, common rail</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">50</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">Stationary conditions. Different injection pressures and strategies</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313092 r h">
          * MERGEFORMAT"&gt;[114]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Luis Tipanluisa et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2022</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">four-cylinder heavy-duty diesel engine (HDDE).</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">5, 10, 20</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">Different speed and load conditions</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-60">
          * MERGEFORMAT"&gt;[60]
         </xref></p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="11.91%"><p style="text-align:center">Zhu, Qiren et al.</p></td> 
       <td class="acenter" width="8.42%"><p style="text-align:center">2023</p></td> 
       <td class="acenter" width="23.24%" colspan="2"><p style="text-align:center">common-rail diesel engine</p></td> 
       <td class="acenter" width="7.84%" colspan="2"><p style="text-align:center">20, 50</p></td> 
       <td class="acenter" width="15.97%" colspan="2"><p style="text-align:center">under two distinct loads (∼30%, ∼60%) and two injection pressures (40 MPa, 60 MPa)</p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.61%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId27.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.60%" colspan="2"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.61%" colspan="3"><p style="text-align:center"><img height="20px" src="https://html.scirp.org/file/1771122-rId28.jpeg?20240627091724" /></p></td> 
       <td class="acenter" width="5.17%"><p style="text-align:center">-</p></td> 
       <td class="acenter" width="5.02%" colspan="4"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.134092-#REF _Ref170313096 r h">
          * MERGEFORMAT"&gt;[115]
         </xref></p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
  </sec><sec id="s7">
   <title>7. Potential of N-Butanol Diesel Blends</title>
   <p>Diesel engines are recognized for their high efficiency, high compression ratio, and excellent stability, but have traditionally been associated with significant emissions of particulate matter (PM) and nitrogen oxides (NOx). In recent decades, manufacturers have substantially reduced these harmful emissions by introducing new technologies <xref ref-type="bibr" rid="scirp.134092-116">
     [116]
    </xref>. B. Mahr et al. <xref ref-type="bibr" rid="scirp.134092-117">
     [117]
    </xref> investigated the future and potential of diesel injection systems, suggesting that new product engineering, such as new nozzle designs (k-factor, vario nozzle) or newly developed actuators, are key factors for the development of fuel injection systems. With a flexible diesel injection system, it is possible to achieve the optimum rate shaping, injection timing, and multiple injections at each point of the engine map, allowing for the best compromise between emission reduction and fuel consumption. Besides the injection system, other important measures to improve combustion and achieve low exhaust gas raw emissions in heavy-duty engines include the exhaust gas recirculation (EGR) rate, turbocharging, intercooling, four-valve technology, the shape of the combustion chamber, compression ratio, air motion, and the air-fuel ratio. A significant reduction in soot emission can be achieved with higher boost pressure. Suitable engine modifications include higher maximum combustion peak pressure, increased EGR rate, and higher charge air pressures through variable turbine geometry (VTG) or, even more effectively, with two-stage turbocharger systems. X. Zhou et al. <xref ref-type="bibr" rid="scirp.134092-106">
     [106]
    </xref> investigated the potential of n-butanol/diesel blends for CI engines under post-injection strategy and varying EGR rates. A turbocharged diesel engine was utilized to examine the effects of n-butanol and EGR rates on engine emissions and combustion performance. The results indicate that post-injection has a minimal impact</p>
   <p>on ignition delay time and brake thermal efficiency (BTE), and it reduces the emissions of CO, HC, NO, and soot. Under certain post-injection strategies, the addition of n-butanol (10%, 20%, and 30%) significantly reduced CO and soot emissions. Among these after-treatment systems, a selective catalytic reduction (SCR) system is used to convert NOx emissions to nitrogen (N<sub>2</sub>). The NH<sub>3</sub>-SCR technology is preferred by manufacturers due to its higher efficiency in NOx conversion, nearly 95% within a temperature range between 200˚C and 350˚C <xref ref-type="bibr" rid="scirp.134092-118">
     [118]
    </xref> <xref ref-type="bibr" rid="scirp.134092-119">
     [119]
    </xref>. Rakopoulos et al. conducted a study on exhaust emissions with ethanol or n-butanol diesel fuel blends during transient operation. They identified and discussed the main mechanisms of transient emissions for all exhaust pollutants, noting many of these mechanisms are interrelated with the inherent discrepancies observed during transients, most notably turbocharger lag <xref ref-type="bibr" rid="scirp.134092-13">
     [13]
    </xref>.</p>
   <p>Manufacturers continue to experiment with diesel engines, adding significant extra costs to vehicles and breaking the trend of ever-increasing engine efficiency <xref ref-type="bibr" rid="scirp.134092-116">
     [116]
    </xref>. The global trend towards stricter vehicle emissions standards requires a deeper understanding of advanced biofuels like butanol. This knowledge is essential for developing strategies to decrease the reliance on non-renewable fossil fuels and minimize the environmental impact of road transport vehicles with diesel engines. Research indicates a promising potential for n-butanol as an advanced biofuel for partially replacing fossil diesel in diesel engines. Further studies have explored the use of n-butanol and conventional diesel fuel blends under the World Harmonized Steady-State Cycle (WHSC) in commercial heavy-duty diesel engines. The combination of modern De-NOx post-treatment devices and the anticipated increase in advanced biofuels within commercial diesel fuels presents a new challenge for engine manufacturers and the biofuel industry. Additionally, there is a significant lack of information on the effects of n-butanol blends with commercial diesel, which will be necessary for future European Union (EU) regulations to ensure the reliability of diesel engines and post-treatment systems under more realistic operating conditions <xref ref-type="bibr" rid="scirp.134092-119">
     [119]
    </xref>.</p>
  </sec><sec id="s8">
   <title>8. Conclusions</title>
   <p>The paper reviewed the use of butanol as a biofuel in diesel engines for road freight transportation, tractors, harvesters, and cogeneration. It specifically explored the sustainability of lignocellulosic butanol, the physical and chemical properties of butanol-diesel blends, and their impact on combustion, performance, and emission characteristics in CI engines under various operating conditions. N-butanol, primarily produced through biological processes like acetone butanol ethanol (ABE) fermentation, has significant potential to reduce greenhouse and exhaust gas emissions compared to fossil diesel fuel. Higher alcohols such as butanol have properties closer to diesel fuel than lower alcohols like ethanol. Despite ethanol being the most commonly used alcohol in the transport sector, n-Butanol demonstrates advantages such as higher viscosity, better lubricity, higher heating value, improved blend stability, better cold-flow properties, and higher density. Therefore, N-butanol is a superior renewable component compared to ethanol for diesel blends due to its higher flash point, lower volatility, and less corrosive nature, making butanol blends safer for transportation, fuel handling, and storage. Its properties significantly impact the combustion characteristics of the alcohol blend, affecting temperature, pressure, and apparent heat release rate. Literature shows that 5% and 10% blends increase pressure and apparent heat release rate but may slightly lower temperature, enhancing thermal efficiency, whereas 20% blends reduce pressure, apparent heat release rate, and temperature under all operating conditions.</p>
   <p>Studies have shown that adding n-butanol, in blends of 5% to 10%, to conventional fuels can either decrease or increase CO and THC emissions, while sharply reducing particulate matter emissions. However, for NOx emissions, the effect of blending alcohol into diesel fuel is uncertain, with both increases and decreases reported. This variability depends on the specific alcohol percentage, engine calibration, and characteristics of the transient schedule. It has been observed that a 10% butanol blend is suitable for n-butanol-diesel due to its favorable performance and reduction in particulate emissions, without significant changes in NOx gaseous emissions. Furthermore, blending up to 40% butanol with diesel does not require additional engine modifications or ECU recalibrations in diesel engines calibrated for 100% diesel fuel.</p>
  </sec>
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