<?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">
    msce
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of Materials Science and Chemical Engineering
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2327-6045
   </issn>
   <issn publication-format="print">
    2327-6053
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/msce.2025.132002
   </article-id>
   <article-id pub-id-type="publisher-id">
    msce-140616
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Chemistry 
     </subject>
     <subject>
       Materials Science
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Research of NO
    <sub>x</sub> Sensors Performance Test
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Zhengang
      </surname>
      <given-names>
       Zhang
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Zhonggang
      </surname>
      <given-names>
       Tang
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Wei
      </surname>
      <given-names>
       Gao
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Li
      </surname>
      <given-names>
       Liu
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Cong
      </surname>
      <given-names>
       Wang
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Hourui
      </surname>
      <given-names>
       Sun
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aDepartment of National Internal Combustion Engine Industry Measuring and Testing Center, Weifang, China
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aDepartment of Weichai Power Co., Ltd, Weifang, China
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     18
    </day> 
    <month>
     02
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    13
   </volume> 
   <issue>
    02
   </issue>
   <fpage>
    23
   </fpage>
   <lpage>
    30
   </lpage>
   <history>
    <date date-type="received">
     <day>
      15,
     </day>
     <month>
      January
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      15,
     </day>
     <month>
      January
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      15,
     </day>
     <month>
      February
     </month>
     <year>
      2025
     </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>
    NO
    <sub>x</sub> sensors, as a core component of diesel engine exhaust treatment system, play an important role in exhaust emission control, which can accurately and quickly detect the NO
    <sub>x</sub> and O
    <sub>2</sub> concentration. It has become a necessary option for the detection of existing exhaust emission standards. At present, there is limited and scattered information on knowledge and test methods of NO
    <sub>x</sub> sensors, the research of NO
    <sub>x</sub> sensors has become a challenging research topic at home and abroad. Based on these requirements, the article systematically integrates the knowledge of principle and testing methods. First of all, through introducing functional description of NO
    <sub>x</sub> sensors and the basic principle of NO
    <sub>x</sub> sensors, the relevant scholars can have an overall understanding of the product and master the operation mode of products. Secondly, the current status of performance test bench and methods of NO
    <sub>x</sub> sensors were described, which can contribute to having a clear understanding of the development process. After that, a new structure of NO
    <sub>x</sub> sensors test bench was purposed, which contains six major units including standard gas source, gas mixing unit, analyzer measurement unit, sensor measurement unit, data processing and display unit, exhaust gas treatment unit. And the test bench was validated. The experimental results show that the test bench has the advantages of high-repeatability, high reliability and low cost. And it can realize automatic detection of multiple target values, which is worthy further promotion. Thereby, the article can contribute to the development of its technology indirectly.
   </abstract>
   <kwd-group> 
    <kwd>
     NO
     <sub>x</sub> Sensors
    </kwd> 
    <kwd>
      Function
    </kwd> 
    <kwd>
      Performance Test
    </kwd> 
    <kwd>
      Basic Principle
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>With the rapid development of the economy, the production and sales volume of Chinese automobiles have become the first in the world. While people enjoy the convenience that automobiles bring to production and life, serious environmental pollution also follows, especially gas exhaust. New emission standard implemented in China on July 1, 2023, the vehicles do not meet the standard are prohibited sold, imported and produced. The standard placed higher rules on the exhaust emission of vehicles, thus tighter requirements have been put forward for automotive exhaust treatment devices. The main components of exhaust contain carbon monoxide (CO), nitrogen oxide (NO<sub>x</sub>), hydrocarbon (HC), sulfur compounds (SO<sub>x</sub>), particulate matter(PM), and so on <xref ref-type="bibr" rid="scirp.140616-1">
     [1]
    </xref> <xref ref-type="bibr" rid="scirp.140616-2">
     [2]
    </xref>. NO<sub>x</sub> and PM have the high content and the widest harm among them, which can have the greatest impact on human health <xref ref-type="bibr" rid="scirp.140616-3">
     [3]
    </xref>. Therefore, strict control of NO<sub>x</sub> and PM emissions from diesel engine exhaust is a key issue of concern in the diesel engine industry <xref ref-type="bibr" rid="scirp.140616-4">
     [4]
    </xref>.</p>
   <p>The NO<sub>x</sub> sensor is an important part of exhaust treatment system, and the accuracy of NO<sub>x</sub> and O<sub>2</sub> concentration is a major indicator of its performance. The quality of its performance is directly related to the level of exhaust emissions. At present, the production and test technologies of NO<sub>x</sub> sensors are mostly designed by top for foreign manufacturers in the industry. There are technical confidentiality issues, which will result in domestic diesel engine and treatment system manufacturer being unable to test the accuracy performance of the NO<sub>x</sub> sensors <xref ref-type="bibr" rid="scirp.140616-5">
     [5]
    </xref>. Based on this situation, this paper independently developed a NO<sub>x</sub> sensor performance test bench, which solves relevant technical problems and implement automatic detection of NO<sub>x</sub> accuracy performance.</p>
  </sec><sec id="s2">
   <title>2. Production Description</title>
   <sec id="s2_1">
    <title>2.1. Basic Information</title>
    <p>The NO<sub>x</sub> sensor for diesel applications consists of a sensor probe and a non-detachable sensor control unit. The sensor probe itself contains a ceramic sensor element with an integrated heater. The overview of Sensor Control Unit (SCU) and NO<sub>x</sub> sensor probe is shown in <xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>. This kind of senor is an electrochemical sensor. Two functional parts build up the NO<sub>x</sub> sensor. First, the sensor probe contains cable to the SCU with connector, sensor element and sensor housing with protection tube. Second, the SCU is a controller with hardware (HW) and software (SW). The housing is made of plastics to allow a sealed packaging inside to protect the co-fired ceramics (LTCC). The SCU has to be fixed with a bracket or cable tie.</p>
    <fig id="fig1" position="float">
     <label>Figure 1</label>
     <caption>
      <title>Figure 1. The picture overview of Sensor Control Unit (SCU) and NO<sub>x</sub> sensor probe.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1741378-rId14.jpeg?20250218110623" />
    </fig>
    <p>In the Selective Catalytic Reduction (SCR) system, the NO<sub>x</sub> sensor is located in the exhaust pipe, with its sensor element exposed to the exhaust gas <xref ref-type="bibr" rid="scirp.140616-6">
      [6]
     </xref>. The location is shown in <xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>. A NO<sub>x</sub> sensor is installed up- and down-stream SCR of the exhaust pipe. The upstream NO<sub>x</sub> sensor mainly measures the concentration of NO<sub>x</sub> in the diesel exhaust and determines the optimal injection amount of urea water solution (UWS). This calculation has to be done in the Electronic Control Unit (ECU). The downstream sensor mainly detects the catalytic performance of the catalyst. The up- and down-stream sensor is used for closed-loop control of SCR system, which precisely control reduction reaction. Ultimately, the diesel exhaust emission level is controlled.</p>
    <fig id="fig2" position="float">
     <label>Figure 2</label>
     <caption>
      <title>Figure 2. Location for reference of sensor in a diesel combustion engine system.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1741378-rId15.jpeg?20250218110623" />
    </fig>
   </sec>
   <sec id="s2_2">
    <title>2.2. Function Description and Principle</title>
    <p>The basic principle of the SCR system is to use Ammonia (NH<sub>3</sub>) as a reducing agent to reduce NO<sub>x</sub> into N<sub>2</sub> and H<sub>2</sub>O under the action of a catalyst. Although NH<sub>3 </sub>is non-toxic, it is a gas with a strong pungent smell and is not convenient to use directly in vehicles. Therefore, the NH<sub>3</sub> required for the reaction is provided by spraying urea aqueous solution into exhaust pipe. The reaction process is as follows.</p>
    <p>(NH<sub>2</sub>)<sub>2</sub>CO + H<sub>2</sub>O → CO<sub>2</sub> + 2NH<sub>3</sub></p>
    <p>4NO + 4NH<sub>3</sub> + O<sub>2</sub> → 4N<sub>2</sub> + 6H<sub>2</sub>O</p>
    <p>2NO<sub>2</sub> + 2NO + 4NH<sub>3</sub> → 4N<sub>2</sub> + 6H<sub>2</sub>O</p>
    <p>The sensor is used to measure the O<sub>2</sub> and the NO<sub>x</sub> concentration with the property of zirconium oxide (ZrO<sub>2</sub>) that can conduct O<sup>2</sup><sup>−</sup> at 800˚C in exhaust gas of diesel engines. NH<sub>3</sub> is indirectly measured as an additional contribution to the NO<sub>x</sub> signal.</p>
    <p>The functional diagram is shown in <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref>. The functional parts of the sensors elements are O<sub>2</sub> pumping cell, NO<sub>x</sub> pumping cell Nernstian cell, two diffusion barrier and heater circuit <xref ref-type="bibr" rid="scirp.140616-7">
      [7]
     </xref>. And the main functional parts of the SCU are SBC module that include CAN transceiver and reverse protected voltage regulator, microtroller that accommodates the control logic of the system, O<sub>2</sub> cell control and NO<sub>x</sub> cell control the include O<sub>2</sub>/NO<sub>x</sub> closed loop controller Application Specific Integrated Circuit (ASIC) and heater control with inverse polarity protection (IPP).</p>
    <fig id="fig3" position="float">
     <label>Figure 3</label>
     <caption>
      <title>Figure 3. NO<sub>x</sub> sensor operation diagram.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1741378-rId16.jpeg?20250218110623" />
    </fig>
    <p>When the sensor will start, it is set to “preheat” until the “dew point” bit is sent via CAN. The sensor will start heating up to its working temperature by sending the data “dew point reached”. The message “dew point reached” can only be sent to the sensor if the gas flowing at the protection tube of the sensor does not contain any liquid components. Heating electrodes were heated to 800˚C. The exhaust gas enters the first cell of the sensor, and O<sub>2</sub> pumping electrode pumps O<sub>2</sub> in the out of the cell in form of O<sup>2</sup><sup>−</sup>. At this time, the current change that is generated is measured by inner pumping (IP1: control PIN of O<sub>2</sub> cell) and convert into O<sub>2</sub> concentration. The exhaust gas reached the second cell, then NO<sub>x</sub> are catalytically reduced to N<sub>2</sub> and O<sub>2</sub> on the electrode. The generated O<sub>2</sub> is pumped out of the second cell in the form of O<sup>2</sup><sup>−</sup> through the second O<sub>2</sub> pumping electrode. The current change generated can be measured IP2 (control PIN of NO<sub>x</sub> cell). the concentration of NO<sub>x</sub> can be calculated eventually.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Experimental Research</title>
   <sec id="s3_1">
    <title>3.1. Research Status and Progress of Test Methods</title>
    <p>It is well known that the development of foreign NO<sub>x</sub> sensor technology started relatively early. The mature sensor manufacturers include Bosch and Viteesco Technologies that products are expensive and have a monopoly in the industry. In addition, the technology mastered by well-known suppliers is not open to the public, resulting in slow development of NO<sub>x</sub> sensor technology. The research and development of diesel engine treatment system in China started relatively late. After the National IV standard clearly implemented, various diesel engine manufacturers, universities and research institutes began to pay attention to it, and then gradually entered the actual research and development progress of diesel engine treatment system technology.</p>
    <p>Tan hong liang, et al, developed a NO<sub>x</sub> sensor test bench. The main detection process includes the following steps. Firstly, the gas exhaust simulation needs to be configured. The mixed gas is preheated by the heating tube and then enter the probe of sensor. Secondly, computer control system collects data and analyzes it. By controlling the flower to achieve exhaust gas configuration of different concentrations, the test bench can detect the measurement accuracy of NO<sub>x</sub> concentration of the sensor and record relevant data, but it also has the following disadvantages:</p>
    <p>Sun wen, et al, designed a NO<sub>x </sub>sensor performance detection device, which contains control unit, power supply unit, heating unit, standard gas source unit, temperature control unit, exhaust gas treatment unit. The device used standard gas as the gas source, did not need to configure gas exhaust. It has the advantages of simple structure and convenient operation. There are also the following disadvantages: (1) Need to configure many gases with different concentration values and it is high-cost. (2) The test bench cannot realize automatic of different concentration points and can only be switched manually, resulting in low detection efficiency. According to previous research, significant progress has been made in sensor detection field. Therefore, a low-cost and high-reliability NO<sub>x</sub> sensor performance test bench is urgently carried out.</p>
   </sec>
   <sec id="s3_2">
    <title>3.2. Test Bench Design</title>
    <p>In order to the needs of NO<sub>x</sub> sensors accuracy detection in the field of diesel engines, the test bench designed in this paper can be configured with different concentrations of NO<sub>x </sub>and N<sub>2</sub>. The control range of NO<sub>x</sub> is (0 - 2800.56) μmol/mol. The test bench is equipped with a high-concentration NO analyzer (model: CAI) with a range of (0 - 4688.22) μ mol/mol and an accuracy of ±1% FS (Full Scale), which has been calibrated a legal metrology agency to ensure the accuracy and stability of the mixed gas concentration. To achieve mass detection, the control program of the test bench has the characteristics of automatics gas distribution, automatic conversion, auto measurement and recording of various gas concentrations, which effectively improves the detection efficiency. The structural diagram of the test bench is shown in <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>. The test bench includes six major units, such as data processing and display unit, gas mixing unit, analyzer measurement unit, sensor measurement unit, exhaust treatment unit and standard gas source.</p>
    <fig id="fig4" position="float">
     <label>Figure 4</label>
     <caption>
      <title>Figure 4. The structural diagram of the NO<sub>x</sub> performance test bench.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1741378-rId17.jpeg?20250218110624" />
    </fig>
    <p>The standard gas source consists of multiple gas tanks, which store high-purity N<sub>2</sub> and 95% N<sub>2</sub> + 5% NO mixed gas respectively, and are connected to the gas mixing unit through pipelines. The gas mixing unit includes a pressure regulating value, a gas mass flow meter, a mixer and related pipelines. And the gas mass flow meter receives the target flow signal output by the data processing and display unit, which can automatically adjust the flow of standard gas to achieve flow control of the above three gases. Then the three kinds of gases are mixed in a certain proportion in the mixer and introduced into the analyzer measurement unit. The analyzer measurement unit consist of a NO analyzer and an O<sub>2</sub> analyzer, which can respectively detect the NO<sub>x</sub> and O<sub>2</sub> in the mixed gas in real time online and output the results to the next unit. According to the parameters of the three standard gases in the test bench, the calculation method of the flow rate of each standard gas corresponding to the sensor detection point is as follow.</p>
    <p>Q<sub>t</sub>/(Q<sub>N</sub> + Q<sub>t</sub>) = C<sub>t</sub>/C<sub>m </sub>(1)</p>
    <p>Q<sub>t</sub>—set flow rate of test gas;</p>
    <p>Q<sub>N</sub>—N<sub>2</sub> flow rate for mixing;</p>
    <p>C<sub>t</sub>—set concentration of the test gas;</p>
    <p>C<sub>m</sub>—standard gas concentration.</p>
    <p>The detection system allows manual minute adjustment of the flow rates of the three standard gases according to the gas concentration results of the NO<sub>x</sub> analyzer and O<sub>2</sub> analyzer to meet the detection point concentration specified by the NO<sub>x</sub> sensor. The sensor measurement unit includes measurement chambers and a controller. The data processing unit is used to set the target flow rate of each component gas at different concentrations and transmit to the gas mass flow meter in the gas mixing unit. The unit also includes receiving the detection data of the analyzer measurement unit and the sensor measurement unit. The exhaust gas treatment unit includes an exhaust gas processor to remove harmful gases from the mixed gas and prevent air pollution.</p>
   </sec>
   <sec id="s3_3">
    <title>3.3. Result Analysis</title>
    <p>Before the test, the NO analyzer was calibrated with 90.16 μmol/mol and 746.71 μmol/mol standard gas. According to the testing standards JB/T 11880.7-2014, the title is Diesel engines-Selective catalytic reduction (SCR) systems—Part 7 NO<sub>x </sub>sensors, Then the detection device was used to test the NO<sub>x</sub> accuracy performance of the sensor of Company A and B. The models are EGS-NX Gen2 CV and Generation 3.5a UNI-Volt respectively. And the test results are shown in <xref ref-type="table" rid="table1">
      Table 1
     </xref> and <xref ref-type="table" rid="table2">
      Table 2
     </xref>.</p>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.140616-"></xref>Table 1. Company A NO<sub>x</sub> sensor test results.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="41.81%"><p style="text-align:center">test point/μmol/mol</p></td> 
       <td class="custom-bottom-td aleft" width="32.83%"><p style="text-align:left">Results/μmol/mol</p></td> 
       <td class="custom-bottom-td aleft" width="25.36%"><p style="text-align:left">Deviaton/%</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="41.81%"><p style="text-align:center">0</p></td> 
       <td class="custom-top-td acenter" width="32.83%"><p style="text-align:center">0.52</p></td> 
       <td class="custom-top-td acenter" width="25.36%"><p style="text-align:center">/</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="41.81%"><p style="text-align:center">90.16</p></td> 
       <td class="acenter" width="32.83%"><p style="text-align:center">92.58</p></td> 
       <td class="acenter" width="25.36%"><p style="text-align:center">2.7%</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="41.81%"><p style="text-align:center">746.71</p></td> 
       <td class="acenter" width="32.83%"><p style="text-align:center">732.38</p></td> 
       <td class="acenter" width="25.36%"><p style="text-align:center">−1.9%</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <table-wrap id="table2">
     <label>
      <xref ref-type="table" rid="table2">
       Table 2
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.140616-"></xref>Table 2. Company B NO<sub>x</sub> sensor test results.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="35.35%"><p style="text-align:center">test point/μmol/mol</p></td> 
       <td class="custom-bottom-td aleft" width="39.29%"><p style="text-align:left">Results/μmol/mol</p></td> 
       <td class="custom-bottom-td aleft" width="25.36%"><p style="text-align:left">Deviaton/%</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="35.35%"><p style="text-align:center">0</p></td> 
       <td class="custom-top-td acenter" width="39.29%"><p style="text-align:center">0.14</p></td> 
       <td class="custom-top-td acenter" width="25.36%"><p style="text-align:center">/</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="35.35%"><p style="text-align:center">90.16</p></td> 
       <td class="acenter" width="39.29%"><p style="text-align:center">88.58</p></td> 
       <td class="acenter" width="25.36%"><p style="text-align:center">−1.82%</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="35.35%"><p style="text-align:center">746.71</p></td> 
       <td class="acenter" width="39.29%"><p style="text-align:center">731.32</p></td> 
       <td class="acenter" width="25.36%"><p style="text-align:center">−2.1%</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>By consulting the relevant technical specifications of the product, the test results meet the requirements of the drawings.</p>
   </sec>
  </sec><sec id="s4">
   <title>4. Conclusion</title>
   <p>The paper described the basic working principle of the NO<sub>x</sub> sensor and the current status of detection technology. By designing a self-developed performance test bench, an accuracy test of the sensor can be accomplished.</p>
  </sec>
 </body><back>
  <ref-list>
   <title>References</title>
   <ref id="scirp.140616-ref1">
    <label>1</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Zand, A.D., Nabi Bidhendi, G., Mikaeili T., A. and Pezeshk, H. (2007) The Influence of Deposit Control Additives on Exhaust CO and HC Emissions from Gasoline Engines (Case Study: Tehran). Transportation Research Part D: Transport and Environment, 12, 189-194. &gt;https://doi.org/10.1016/j.trd.2007.01.010 
    </mixed-citation>
   </ref>
   <ref id="scirp.140616-ref2">
    <label>2</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Su, Q., Xie, L., Li, Y. and Qiao, X. (2014) Detailed Kinetic Modelling of Automotive Exhaust Nox Reduction over Rhodium Catalyst. The Canadian Journal of Chemical Engineering, 92, 1579-1586. &gt;https://doi.org/10.1002/cjce.22021 
    </mixed-citation>
   </ref>
   <ref id="scirp.140616-ref3">
    <label>3</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Bharathiraja, M., Venkatachalam, R. and Senthilmurugan, V. (2018) Performance, Emission, Energy and Exergy Analyses of Gasoline Fumigated DI Diesel Engine. Journal of Thermal Analysis and Calorimetry, 136, 281-293. &gt;https://doi.org/10.1007/s10973-018-7933-0 
    </mixed-citation>
   </ref>
   <ref id="scirp.140616-ref4">
    <label>4</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Elavarasan, G. and Karthikeyan, D. (2021) Cu-ZSM5 Zeolite as an Environmental Emission Reducing Catalyst for Biodiesel. International Journal of Environmental Science and Technology, 19, 5437-5450. &gt;https://doi.org/10.1007/s13762-021-03435-7 
    </mixed-citation>
   </ref>
   <ref id="scirp.140616-ref5">
    <label>5</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Ritter, T., Seibel, M., Hofmann, F., Weibel, M. and Moos, R. (2018) Simulation of a Nox Sensor for Model-Based Control of Exhaust Aftertreatment Systems. Topics in Catalysis, 62, 150-156. &gt;https://doi.org/10.1007/s11244-018-1102-3 
    </mixed-citation>
   </ref>
   <ref id="scirp.140616-ref6">
    <label>6</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Lin, Q. and Chen, P. (2018). Model-based Analysis and Control of SCR Using Nox Sensor Measurements. 2018 Annual American Control Conference (ACC), Milwaukee, 27-29 June 2018, 5522-5527. &gt;https://doi.org/10.23919/acc.2018.8431141 
    </mixed-citation>
   </ref>
   <ref id="scirp.140616-ref7">
    <label>7</label>
    <mixed-citation publication-type="other" xlink:type="simple">
     Wang, Z., Deng, Z., Zhu, R., Zhou, Y. and Li, X. (2022) Modeling and Analysis of Pumping Cell of Nox Sensor—Part I: Main Oxygen Pumping Cell. Sensors and Actuators B: Chemical, 359, 131622. &gt;https://doi.org/10.1016/j.snb.2022.131622
    </mixed-citation>
   </ref>
  </ref-list>
 </back>
</article>