<?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">IJMNTA</journal-id><journal-title-group><journal-title>International Journal of Modern Nonlinear Theory and Application</journal-title></journal-title-group><issn pub-type="epub">2167-9479</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ijmnta.2019.83006</article-id><article-id pub-id-type="publisher-id">IJMNTA-94207</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><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Analyzing the Impact of Bapco 5 MW Solar PV Grid-Connected Project on Bahrain’s Outlook for Energy-Mix Production
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Naser</surname><given-names>Waheeb Alnaser</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>Waheeb</surname><given-names>Essa Alnaser</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Department of Physics, College of Science, University of Bahrain, Zallaq, Kingdom of Bahrain</addr-line></aff><aff id="aff1"><addr-line>Department of Architecture and Interior Design, College of Engineering, University of Bahrain, Zallaq, Kingdom of Bahrain</addr-line></aff><pub-date pub-type="epub"><day>04</day><month>07</month><year>2019</year></pub-date><volume>08</volume><issue>03</issue><fpage>72</fpage><lpage>91</lpage><history><date date-type="received"><day>30,</day>	<month>June</month>	<year>2019</year></date><date date-type="rev-recd"><day>5,</day>	<month>August</month>	<year>2019</year>	</date><date date-type="accepted"><day>8,</day>	<month>August</month>	<year>2019</year></date></history><permissions><copyright-statement>&#169; 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><p>
 
 
  The impact of Bapco 5 MW solar PV grid-connected project on Bahrain’s outlook for clean energy and energy-mix production was analyzed since solar electricity obtained from PV installation is considered as a non-linear system. Several positive impacts were counted. These impacts were on business, economy, environment, research, green jobs creation and rooftop installation and other large-scale installation. This project had attracted public, investors, developers to invest in similar projects in the Kingdom of Bahrain; especially it is an environmentally friendly and smart technology. This innovative smart grid-connected 5 MW solar PV power plant is enough to electrify 500 houses @ 10 kW and had answered lots of frustrating questions such as the effect of dust on PV performance, need of man-made cleaning compared to naturally cleaned PV panels, reliability of the system, greenhouse gases reduction and pay-back period.
 
</p></abstract><kwd-group><kwd>Solar PV</kwd><kwd> Bapco</kwd><kwd> 5 MW Grid Connected</kwd><kwd> Smart PV</kwd><kwd> Dust Accumulation</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Bahrain’s economic was mainly on Fisheries and Pearl before Oil discovery in Bahrain in 1932; putting Bahrain as the first GCC Country to prosperous on this source of energy. In 1999, His Majesty King Hamad bin Isa Al-Khalifa became the King of Bahrain and soon he has launched Bahrain Economic Vision 2030; a vision that takes into account sustainability especially in Energy and Environment [<xref ref-type="bibr" rid="scirp.94207-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.94207-ref2">2</xref>]. The strong constitutional and vision 2030 of Bahrain lead it to grow and develop without ignoring the importance of clean and sustainable Energy. It was a leap to move from theoretical research on Solar Energy and other Renewable Energy assessment. The earliest published research in solar energy in Bahrain was in 1985 [<xref ref-type="bibr" rid="scirp.94207-ref3">3</xref>] and in assessment of renewable energy resources was in 1995 [<xref ref-type="bibr" rid="scirp.94207-ref4">4</xref>]. About 300 published papers were on theoretical assessment and report of small projects on solar and wind energy in Bahrain that do not exceed a capacity of 10 kW.</p><p>In 2014, Bahrain Petroleum Company made PV Pilot project to deliver 5 MW of distributed Photovoltaic (PV) solar systems based on technology developed by the US-based Petra Solar Inc. The project was designed, constructed, and successfully deployed to generate in excess of 8000 MWh of clean solar energy annually. This project is expected to present an energy-offset of 67,000 million ft<sup>3</sup> of natural gas and a savings of 6900 metric tons of carbon dioxide emissions each year.</p><p>Solar electricity from PV panels is considered as a non-linear system engineering; systems that the change of the output (solar electricity) is not proportional to the change of the input (solar radiation). This change made investors and developers are so hesitant in investing in solar energy in Bahrain due to the prevailing sky turbidity, dust and sand storms, humidity, cloud cover and effect of temperature on PV panels and resistance of the connection cables and wiring especially Bahrain is situated in an Arid Zone (longitude 50˚E and latitude 26˚N) and the PV installation is the middle of a desert.</p><p>Several studies had been made in the region to study the performance of such non-linear systems (solar electricity) so the economical outcome from such systems is compared and analyzed before engaging in further investment in such technology (solar PV installation). Almarshoud [<xref ref-type="bibr" rid="scirp.94207-ref5">5</xref>] studied the feasibility of utilizing real time solar irradiance data for a 1 MW grid-connected PV system in Qassim region in the middle of Saudi Arabia. An analysis has been done using both technical and economic indicators such as Yield Factor, Capacity Factor and Performance Ratio, Levelized cost of energy and payback period. Almarshoud results [<xref ref-type="bibr" rid="scirp.94207-ref5">5</xref>] show high energy productivity, and both technical and economic indicators are high. A 10 MW photovoltaic grid-connected power plant commissioned at Ramagundam in India was studied whereas at this site average solar radiation about 27.3˚C [<xref ref-type="bibr" rid="scirp.94207-ref6">6</xref>]. The various types of power losses such as temperature, internal network, power electronics, grid-connected, etc. as well as the performance ratio were also calculated. The final yield of plant ranged from 1.96 to 5.07 h/d, and annual performance ratio was found 86.12% while the capacity ultilzation factor was found 17.68% with annual energy generation of 15,798 MWh, i.e. each kW of PV installation yield 4.3 kWh of solar electricity per day. A further study on 5 MW solar PV installations in India [<xref ref-type="bibr" rid="scirp.94207-ref7">7</xref>] shows that at various insolation levels, the load is varied and the corresponding variation in the input voltage and current to the boost converter is noted. Also, the study revealed that the changing input voltage and current follows the open circuit characteristics of the PV array closely. In Saudi Arabia, the off-grid performance of 5.23 kW Solar PV installed in 2010 at Dhahran was studied [<xref ref-type="bibr" rid="scirp.94207-ref8">8</xref>]. The study revealed that the hourly mean energy yield was found to be decreasing with increasing PV panel surface temperature during the months of July and August 2010 and the daily energy yield showed a decreasing trend with days of the month which could be accounted for dust accumulation on the PV panel surface. It also revealed that the DC performance ratio also showed a decreasing trend with increasing PV panel surface temperature [<xref ref-type="bibr" rid="scirp.94207-ref8">8</xref>].</p><p>This satisfactory outcome of this project had made a positive impact on the country policy in Renewable Energy to reduce the CO<sub>2</sub> emission of the country and to encourage people, complexes, industries and governmental buildings in Bahrain to install PV systems on their roof as well as setting net metering to allow for feed in Tariff.</p><p>The scope of this paper is to show how this non-linear system (5 MW solar PV installation in Bahrain by Bapco to produce electricity) is successful and trustable and had made a positive impact in further use solar energy and larger future solar PV in the Kingdom of Bahrain.</p></sec><sec id="s2"><title>2. The Main Feature of the 5 MW Solar PV Project</title><p>The solar installation was inaugurated in 25 June 2014 extends across the following three locations covering an area of more than 34 km<sup>2</sup> in the Kingdom of Bahrain [<xref ref-type="bibr" rid="scirp.94207-ref9">9</xref>] as illustrated in <xref ref-type="table" rid="table1">Table 1</xref>.</p><p>Sadeem building or Transport building is an additional extension of Bapco PV project to study the performance of 8.64 kW PV panels on rooftop (or retrofit), i.e. it is the first BIPV in Awali Town, Bahrain. It consists of 36 panels on the roof each has 240 Wp. The panel’s orientation is 225˚ from the north. Panels have tilt of 25˚ although the latitude of Bahrain is 26.13˚N and latitude 50.8˚E. The total area of PV panels on the roof is about 60 m<sup>2</sup>.</p><p>Bapco PV Project is part of Bahrain’s government ongoing efforts to support and implement national initiatives of the Kingdom and in collaboration with the National Oil and Gas Authority (NOGA). Bapco has adopted an initiative to enhance the improvement of the clean energy generation file through the application of solar energy technologies. The project contributes to the establishment</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> The distribution of Bapco 5 MW PV installation in Bahrain</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Site Name</th><th align="center" valign="middle" >Installation Type</th><th align="center" valign="middle" >Installation Size</th></tr></thead><tr><td align="center" valign="middle" >1) Awali Town</td><td align="center" valign="middle" >Carports</td><td align="center" valign="middle" >1.51 MW</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Solar Trees</td><td align="center" valign="middle" >240 kW</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Street Light Poles</td><td align="center" valign="middle" >48 kW</td></tr><tr><td align="center" valign="middle" >2) University of Bahrain</td><td align="center" valign="middle" >Ground Mount</td><td align="center" valign="middle" >501 kW</td></tr><tr><td align="center" valign="middle" >3) Refinery</td><td align="center" valign="middle" >Car Ports</td><td align="center" valign="middle" >2.7 MW</td></tr><tr><td align="center" valign="middle" >TOTAL</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >5.0 MW</td></tr><tr><td align="center" valign="middle" >4) Sadeem Building</td><td align="center" valign="middle" >36 panels on the roof @ 240 Wp. PV panels at direction 225˚ from the north with 25˚ tilt angle.</td><td align="center" valign="middle" >8.64 kW</td></tr></tbody></table></table-wrap><p>of renewed energy industries as part of the national economy in the future, in addition to the creation of job opportunities and a new industry at the domestic market. It also aims to reduce reliance on natural gas.</p><p>Figures 1-6 illustrate this PV installation on different parts; it was an attraction and wonder to citizens and policy makers and had inspired policy makers, researchers and developer to further think about solar energy and renewable energy utility.</p><p>BAPCO PV installations utilize one of the industry’s most advanced micro-inverter technologies to create a wireless smart-grid network, providing critical system-wide intelligent monitoring and control. These advanced technologies enable the highest levels of overall system uptime, performance, and yield, throughout its lifespan of over 25 years. In fact, Bahrain is the first country in the MENA region to integrate and monitor a highly distributed system into a single PV power plant! <xref ref-type="fig" rid="fig7">Figure 7</xref> illustrates how the PV electricity is transferred to the national grid in Bapco 5 MW PV project [<xref ref-type="bibr" rid="scirp.94207-ref10">10</xref>].</p></sec><sec id="s3"><title>3. Impact of Bapco 5 MW Solar PV Project on Bahrain’s Economy, Business, Environment and Policy</title><p>This project had made positive contribution to the policy, development, economy, environmental and business in the Kingdom of Bahrain. Herein, a highlight on such positive impact in the Kingdom of Bahrain is discussed.</p><sec id="s3_1"><title>3.1. Scientifics Lessons Learnt</title><p>It was a fortune to obtain automated reliable results locations for certain years as some of MCCB failure results in disconnection of PV panels to the grid. There was a concern on Sadeem Building recorded data; therefore, it was adjusted to become more sensible. <xref ref-type="table" rid="table2">Table 2</xref> displayed the solar PV yield from the 4 sites of the project listed in <xref ref-type="table" rid="table1">Table 1</xref>.</p><p>The Expected solar electricity in <xref ref-type="table" rid="table2">Table 2</xref> is based on Solar Home design Manual Shawna Henderson and Don Roscoe [<xref ref-type="bibr" rid="scirp.94207-ref11">11</xref>]. This means that the expected solar energy for Bahrain environment shall be 1477 kWh/kW/year (1 kW yield yearly 1477 kWh or 1 kW = 4.1 kWh daily). Hence, for example, expected energy for the 518 kW PV system at University of Bahrain (UoB) facility for one year is 1600 &#215; 518 kW = 764,950 kWh. The actual solar electricity actually recorded at UoB in 2014 was 718,563 kWh, in 2015 it was 795,158 kWh and in 2016 it was 711,814 kWh. However, if we use Alnaser’s estimation [<xref ref-type="bibr" rid="scirp.94207-ref12">12</xref>] then the expected annual solar electricity from UoB solar PV field will be 984,120 kWh which means 1898 kWh/kW (1 kW yield yearly 898 kWh or 1 kW = 5.2 kWh daily)! This means that the expected yield from ref [<xref ref-type="bibr" rid="scirp.94207-ref11">11</xref>] is more sensible than from ref. [<xref ref-type="bibr" rid="scirp.94207-ref12">12</xref>].</p><p>Figures 8-11 display the correlation coefficient between the expected and</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Displayed the solar PV yield from the 4 sites of the 5 MW PV Bapco project in the Kingdom of Bahrain</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Area/Month</th><th align="center" valign="middle" >Year</th><th align="center" valign="middle" >Jan</th><th align="center" valign="middle" >Feb</th><th align="center" valign="middle" >March</th><th align="center" valign="middle" >April</th><th align="center" valign="middle" >May</th><th align="center" valign="middle" >June</th><th align="center" valign="middle" >July</th><th align="center" valign="middle" >Aug</th><th align="center" valign="middle" >Sept</th><th align="center" valign="middle" >Oct</th><th align="center" valign="middle" >Nov</th><th align="center" valign="middle" >Dec</th><th align="center" valign="middle" >Total</th><th align="center" valign="middle" >kW/day</th></tr></thead><tr><td align="center" valign="middle" >1) UoB</td><td align="center" valign="middle" >Expected (KWh)</td><td align="center" valign="middle" >55,521</td><td align="center" valign="middle" >56,609</td><td align="center" valign="middle" >63,867</td><td align="center" valign="middle" >66,770</td><td align="center" valign="middle" >74,390</td><td align="center" valign="middle" >70,036</td><td align="center" valign="middle" >67,859</td><td align="center" valign="middle" >68,584</td><td align="center" valign="middle" >65,318</td><td align="center" valign="middle" >65,681</td><td align="center" valign="middle" >57,335</td><td align="center" valign="middle" >52,980</td><td align="center" valign="middle" >764,950</td><td align="center" valign="middle" >4.09</td></tr><tr><td align="center" valign="middle" >Capacity = 0.518 MW</td><td align="center" valign="middle" >2014</td><td align="center" valign="middle" >77,590</td><td align="center" valign="middle" >64,321</td><td align="center" valign="middle" >58,735</td><td align="center" valign="middle" >47,296</td><td align="center" valign="middle" >58,598</td><td align="center" valign="middle" >67,316</td><td align="center" valign="middle" >57,420</td><td align="center" valign="middle" >43,306</td><td align="center" valign="middle" >45,848</td><td align="center" valign="middle" >69,907</td><td align="center" valign="middle" >59,327</td><td align="center" valign="middle" >66,899</td><td align="center" valign="middle" >718,563</td><td align="center" valign="middle" >3.97</td></tr><tr><td align="center" valign="middle" >#PV = 2160</td><td align="center" valign="middle" >2015</td><td align="center" valign="middle" >66,287</td><td align="center" valign="middle" >62,536</td><td align="center" valign="middle" >64,334</td><td align="center" valign="middle" >27,310</td><td align="center" valign="middle" >57,826</td><td align="center" valign="middle" >59,559</td><td align="center" valign="middle" >57,671</td><td align="center" valign="middle" >46,058</td><td align="center" valign="middle" >59,233</td><td align="center" valign="middle" >93,337</td><td align="center" valign="middle" >53,086</td><td align="center" valign="middle" >47,920</td><td align="center" valign="middle" >795,158</td><td align="center" valign="middle" >3.63</td></tr><tr><td align="center" valign="middle" >A = 3521 m<sup>2</sup></td><td align="center" valign="middle" >2016</td><td align="center" valign="middle" >61,744</td><td align="center" valign="middle" >73,214</td><td align="center" valign="middle" >66,809</td><td align="center" valign="middle" >69,765</td><td align="center" valign="middle" >62,645</td><td align="center" valign="middle" >60,245</td><td align="center" valign="middle" >51,640</td><td align="center" valign="middle" >56,802</td><td align="center" valign="middle" >58,339</td><td align="center" valign="middle" >51,227</td><td align="center" valign="middle" >41,802</td><td align="center" valign="middle" >57,579</td><td align="center" valign="middle" >711,814</td><td align="center" valign="middle" >4.40</td></tr><tr><td align="center" valign="middle" >2) REFINERY</td><td align="center" valign="middle" >Expected (KWh)</td><td align="center" valign="middle" >309,733</td><td align="center" valign="middle" >315,806</td><td align="center" valign="middle" >356,294</td><td align="center" valign="middle" >372,490</td><td align="center" valign="middle" >415,002</td><td align="center" valign="middle" >390,709</td><td align="center" valign="middle" >378,563</td><td align="center" valign="middle" >382,612</td><td align="center" valign="middle" >364,392</td><td align="center" valign="middle" >366,416</td><td align="center" valign="middle" >319,855</td><td align="center" valign="middle" >295,562</td><td align="center" valign="middle" >4,267,434</td><td align="center" valign="middle" >4.09</td></tr><tr><td align="center" valign="middle" >Capacity = 2.892 MW<sup>#</sup> PV = 12,050 A = 19,642 m<sup>2</sup></td><td align="center" valign="middle" >2016</td><td align="center" valign="middle" >263,874</td><td align="center" valign="middle" >325,629</td><td align="center" valign="middle" >329,645</td><td align="center" valign="middle" >353,979</td><td align="center" valign="middle" >390,536</td><td align="center" valign="middle" >339,653</td><td align="center" valign="middle" >379,471</td><td align="center" valign="middle" >324,342</td><td align="center" valign="middle" >323,077</td><td align="center" valign="middle" >215,551</td><td align="center" valign="middle" >130,697</td><td align="center" valign="middle" >187,148</td><td align="center" valign="middle" >3,563,602</td><td align="center" valign="middle" >4.19</td></tr><tr><td align="center" valign="middle" >3) AWALI</td><td align="center" valign="middle" >Expected (KWh)</td><td align="center" valign="middle" >170,289</td><td align="center" valign="middle" >173,628</td><td align="center" valign="middle" >195,888</td><td align="center" valign="middle" >204,792</td><td align="center" valign="middle" >228,165</td><td align="center" valign="middle" >214,809</td><td align="center" valign="middle" >208,131</td><td align="center" valign="middle" >210,357</td><td align="center" valign="middle" >200,340</td><td align="center" valign="middle" >201,453</td><td align="center" valign="middle" >175,854</td><td align="center" valign="middle" >162,498</td><td align="center" valign="middle" >2,346,204</td><td align="center" valign="middle" >4.09</td></tr><tr><td align="center" valign="middle" >Capacity = 1.590 MW<sup>#</sup> PV = 6625 A = 10,799 m<sup>2</sup></td><td align="center" valign="middle" >2016</td><td align="center" valign="middle" >135,291</td><td align="center" valign="middle" >159,906</td><td align="center" valign="middle" >147,936</td><td align="center" valign="middle" >169,954</td><td align="center" valign="middle" >184,749</td><td align="center" valign="middle" >209,104</td><td align="center" valign="middle" >186,729</td><td align="center" valign="middle" >173,046</td><td align="center" valign="middle" >159,148</td><td align="center" valign="middle" >117,957</td><td align="center" valign="middle" >95,977</td><td align="center" valign="middle" >129,291</td><td align="center" valign="middle" >1,869,088</td><td align="center" valign="middle" >3.60</td></tr><tr><td align="center" valign="middle" >4) Sadeem Building</td><td align="center" valign="middle" >Expected (Kwh)</td><td align="center" valign="middle" >832</td><td align="center" valign="middle" >861</td><td align="center" valign="middle" >997</td><td align="center" valign="middle" >1066</td><td align="center" valign="middle" >1207</td><td align="center" valign="middle" >1148</td><td align="center" valign="middle" >1108</td><td align="center" valign="middle" >1103</td><td align="center" valign="middle" >1016</td><td align="center" valign="middle" >1010</td><td align="center" valign="middle" >853</td><td align="center" valign="middle" >794</td><td align="center" valign="middle" >11,996</td><td align="center" valign="middle" >3.88</td></tr><tr><td align="center" valign="middle" >Capacity = 8.64 kW<sup>#</sup> PV = 36 A = 64.8 m<sup>2</sup></td><td align="center" valign="middle" >2016</td><td align="center" valign="middle" >837.3</td><td align="center" valign="middle" >1014.5</td><td align="center" valign="middle" >1144.5</td><td align="center" valign="middle" >1305.9</td><td align="center" valign="middle" >1709.5</td><td align="center" valign="middle" >1563.6</td><td align="center" valign="middle" >1554.5</td><td align="center" valign="middle" >1193.6</td><td align="center" valign="middle" >871.8</td><td align="center" valign="middle" >480.0</td><td align="center" valign="middle" >246.4</td><td align="center" valign="middle" >861.4</td><td align="center" valign="middle" >12,783</td><td align="center" valign="middle" >5.15</td></tr></tbody></table></table-wrap><p>actually measured data in 2016 for the 4 Sites of the distributed 5 MW Solar PV project. We have chosen 2016 as it is the most accurate recorded results. The correction coefficient (R<sup>2</sup>) indicates how the sunshine is actually steady or interrupted by dust, clouds, haze, humidity, invertor performance, and temperature effect on PV performance [<xref ref-type="bibr" rid="scirp.94207-ref13">13</xref>]. Low R<sup>2</sup> means your expected income or yield from solar electivity will n0t be accurate. The customer or developer may be disappointed when he found the payback period becomes much larger than its planed! The figures show that best correction was 0.83 (Refinery Site) and the least was 0.58 at UoB site. For the expected solar electricity the value of R<sup>2</sup> is always near 0.9.</p><p>What is interesting in this table is the last column which leads to an experimental result indicating that 1 kW of solar installation will give daily solar electricity in Bahrain equal to 4.1 kWh or 125 kWh monthly or 1517 kWh annually. That was an important finding for consumer and providers in putting a tariff for feeding the solar electricity to the grid. Currently, the government of Bahrain through Electricity and Water authority had allowed special facility for roof top Solar PV installation which is for a size of 7 kW at a cost of BD 3500. This full 7  kW photovoltaic system the customer will pay USD 9100 (PV panels plus invertors and charge regulators). If the government purchase each kWh at a cost of 1 c$ (3 fils) then the payback period (PBP) will be 118 years, while if the tariff is purchased at a cost of 26 c$ (100 fils)—if Feed-In-Tariff is initiated—the PBP will be 4.6 years [<xref ref-type="bibr" rid="scirp.94207-ref14">14</xref>] ; more accurate calculation of PBP is available elsewhere [<xref ref-type="bibr" rid="scirp.94207-ref15">15</xref>]. Also, this figure (1 kW yield 125 kWh per month ) is important for net metering because each household will realize that if he installed 7 kW on his house rooftop he will be able to generate monthly solar electricity of no more than 890 kWh per month. This production of solar electricity will financially waive only BD25 (USD 68) from his monthly electricity consumption which no less than 3000 kWh, in average, in Bahrain as electricity consumption per capita per year is 17,493 kWh or 1457 kWh per month [<xref ref-type="bibr" rid="scirp.94207-ref16">16</xref>].</p></sec><sec id="s3_2"><title>3.2. Effect of Dust and Its Economic Impact</title><p>One of the major reasons for the poor performance of PV systems in the MENA region is dust accumulation. Unlike concentrated solar power (CSP), poly-crystalline and single-crystalline PV panels have shown power reduction in excess of 60% due to dust particles.</p><p>This project (the Bapco 5 MW solar PV) had allowed researchers to study the effect of dust on PV performance in Bahrain [<xref ref-type="bibr" rid="scirp.94207-ref17">17</xref>]. The study was based on eight PV panels out of an array of 2088 PV panels forming the 500 kW system. The eight panels under study were not been cleaned since October 1, 2013. The density of the accumulated dust ranged from 5 to 12 g/m<sup>2</sup> with an average PV power drop to 40% of the maximum available. The collected dust was analyzed revealing that the main elemental contents were Si (~15%) and Ca (~15%) in addition to Al (~6%), Mg (~5%), and Fe (~5%). Finally, two important empirical equations were established that allowed the estimation of the loss in light transmissivity (in %) due to dust accumulation (g/m<sup>2</sup>) on the PV panels, as well as a drop in PV power output as a result of dust density.</p><p>In this project, two sets of PV panels-each set consist of 8 panels. One set was cleaned two times in one year and the other was set naturally, i.e. naturally cleaning [<xref ref-type="bibr" rid="scirp.94207-ref17">17</xref>]. The accumulation of dust on PV panels became more significant in August and September due to humid weather during these two months with less wind speed that contributed to the adhesion (sticking) of dust on the panels, leading to loss of solar electricity production. This is apparent by the drop in the expected generated power ranging from 14.1% to 24.9% in August and from 21.6% to 32.5% in September.</p><p>The effect of dust on the performance on the two sets of PV panels was found to be less serious than expected! The maximum monthly average drop in the expected PV output did not exceed 32.5%, and in a single day, it did not exceed 50%, before the panels had been cleaned even after seven months of installation. On the contrary, the panels were found to produce more solar electricity than the expected monthly average of 26%, and on some days up to 50%, after cleaning. The overall performance of these panels in a 9-month period (Feb to Nov., 2014) was found to be greater than expected by 5.1% (Panel CP8) and less than expected by 4.8% (Panel CP2).</p><p>What is more interesting is our finding that on the 2<sup>nd</sup> of April 2015 a heavy dust storm had hit Bahrain. The PV panels at UoB Site in this Bapco 5 MW project were covered by about 2 mm of Dust (<xref ref-type="fig" rid="fig12">Figure 12</xref>). Surprisingly, the solar electricity from UoB panels was not zero in this day but 25% of the expected yield (a daily of 2330 kWh for installation of about 518 kW) which is about 580 kWh!</p><p>On contrary, on the 28<sup>th</sup> of Nov. 2014 there was a heavy rain in Bahrain (<xref ref-type="fig" rid="fig13">Figure 13</xref>). The PV panels were cleaned naturally-saving a lot of water and man-power. The solar electricity from UoB panels was slightly more than the expected in this day by 10%, i.e. an extra energy of 233 kWh.</p><p>The finding of our work on the effect of dust deposition of the dust on the surface of the photovoltaic solar modules [<xref ref-type="bibr" rid="scirp.94207-ref17">17</xref>] is in agreement with a reported</p><p>work from Iraq [<xref ref-type="bibr" rid="scirp.94207-ref18">18</xref>] where they reported a reduction in both the short circuit current (I<sub>sc</sub>) and the output power compared to the same parameters of the clean module. The average degradation rate of the efficiencies of the solar PV modules due to exposed to dust is 6.24%, 11.8% and 18.74% calculated for exposure periods of one day, one week and one month.</p></sec><sec id="s3_3"><title>3.3. Effect of Using Smart Energy Module on Inspiring IT and EE Researchers</title><p>In this Bapco 5 MW PV project, the Petra Solar’s Sun Wave was used which offered an advanced architecture providing two-way communications with each AC module (i.e. a Solar Panel plus Smart Energy Module, or SEM) for individual monitoring and control. This system enables the remote management of a large, geographically dispersed AC module population from a single, centralized location. A typical communications system, illustrated in <xref ref-type="fig" rid="fig14">Figure 14</xref>, comprises multiple AC modules, a communicator, and Intelli View.</p><p>Each Smart Energy Module (SEM) has a built-in revenue grade energy generation metering that measures the energy output to the electric grid and every SEM within the network is equipped with its own communication system. Using the Zigbee PRO&#174; protocol standard, SEMs periodically transmit their measurement data to their local communicator. The communicator collects this data and periodically sends the aggregated SEM data to the Data Center over the local mobile communications network (e.g., GSM or CDMA), using the HTTP protocol.</p><p>The communications between the AC modules and the Data Center is bidirectional, so in addition to the measurement data being pushed to (or pulled from) the Data Center, the Data Center also has the ability to issue commands to each of the AC Modules, thus providing complete control of each device. It is part of a Smart Grid Networks.</p><p>The smart Grid Network (this Bapco 5 MW solar PV project) is a collection of AC modules connected by a single, common communication channel represents a local Smart Grid Network, which allows information to be exchanged between</p><p>the AC modules and the Data Center. Each network covers a specific geographic area and provides information about where the associated communicator is located, and which AC modules are expected to connect to the associated communicator. <xref ref-type="fig" rid="fig15">Figure 15</xref> illustrates a typical network architecture design [<xref ref-type="bibr" rid="scirp.94207-ref17">17</xref>].</p><p>This project has inspired lots of Information Technology and Electrical and Electronic Engineering students in Bahrain and in the region to conduct research, projects, workshops and seminars at UoB and other private and governmental universities in Bahrain and neighborhood as well as units in government like Sustainable Energy Unit at Electricity and Water Authority in Bahrain [<xref ref-type="bibr" rid="scirp.94207-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.94207-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.94207-ref21">21</xref>].</p></sec><sec id="s3_4"><title>3.4. Effect on Business and Green Job Opportunity</title><p>With the successful Bapco 5 MW solar PV project, many developers and investors found necessary to invest in renewable and solar energy.</p><p>In October 2016, the Sustainable Energy Unit (SEU) had finalized the preparation of Bahrain’s first National Renewable Energy Action Plan (NREAP), which identifies feasible renewable energy options for Bahrain, sets the targets, and proposes policies and initiatives to achieve the targets [<xref ref-type="bibr" rid="scirp.94207-ref22">22</xref>]. NREAP represents the Kingdom’s efforts to deliver the sustainable energy transition envisioned in the Economic Vision 2030. The Plan sets a national renewable energy target of 5% by 2025 and 10% by 2035. The proposed renewable energy-mix consists of solar, wind and waste to energy technologies.</p><p>Under these circumstances, Bahrain’s drive to promote clean renewable energy solutions for sustainable development and environmental protection is highly commendable. Here are some interesting and important energy-related facts about Bahrain:</p><p>• The total installed electricity capacity in 2018 is about 3.6 GW, all coming from natural gas. Therefore, diversity or energy mix is important for energy security.</p><p>• In 2018, Bahrain had generated 17,000 GWh of electricity and it is expected to generate more in future.</p><p>• Its gas reserves should last about 50 years at present rates of consumption with the risk that it is only enough to meet current demand up to year 2018!</p><p>• Bahrain’s per capita energy consumption, which is among the highest in the world, has nearly doubled during the last decade and with an annual increase of 10%, it is expected to reach 4803 MW in 2020.</p><p>Now, if Bahrain target is to have 5% solar by 2025, i.e. say 5% out 4 GW which is 200 MW solar PV in about 6 years, then this means that Bahrain needs to purchase 33 MW per year requiring annual production of 100,000 PV @ 330 W or 280 PV panels daily with non-stop factory operation of PV! Such demand will allow for green-job opportunities besides the need for establishing maintenance and energy savings companies (ESC).</p><p>First positive impact of the successful Bapco Project is the establishment of Solar One Company. It is Bahrain’s first solar panel manufacturing facility. Its mission is to produce high-quality solar panels using state of the art technology to provide clean, free energy for everyone.</p><p>The company has a great chance to lead the way in the renewable energy industry in the Middle East, and help steer the region towards meeting and exceeding its climate goals.</p><p>The company manufacturing capacity is 60,000 panels per year. This is equal to producing 15 MW of power. The prices of the PV panels are comparable to those available in China or India, without the import cost. Solar One is positioned to anticipate and facilitate a shift towards renewable energy [<xref ref-type="bibr" rid="scirp.94207-ref23">23</xref>].</p><p>An up-to-date review of the progress made on solar energy in the GCC Countries, together with the challenges and barriers hindering the development of Renewable Energy in these countries in technology, policy development, and insufficient application of RE technology integrated to the buildings and how successful projects could contribute to overcome such barriers, is explained in detail elsewhere [<xref ref-type="bibr" rid="scirp.94207-ref24">24</xref>].</p></sec><sec id="s3_5"><title>3.5. Effect on the Increase of Roof-Top PV Installation</title><p>One of the most important fruits of Bapco 5 MW solar PV project is the wide spread of installation of PV systems on a rooftop—making the building integrated with Photovoltaic BIPV—for power up to 7  kW at relatively low cost (BD 3500 or US$ 9100). This can be further spread if the government of Bahrain offers more incentives that were explained elsewhere [<xref ref-type="bibr" rid="scirp.94207-ref14">14</xref>].</p><p>In the past two years, several large-scale rooftops were made in Bahrain after people had learnt from Bapco Solar PV project. This includes installation 3.1 MW at King Hamad University Hospital roof top, 250 kW at Avenue Mall Building, 90 kW at Islamic Awqaf (Endowment), and several household houses in Northern Area and Khalifa Town.</p><p>Retrofitting the older buildings—due to the weight of these solar PV panels which weigh about 16 kg/m<sup>2</sup>—will further boost this roof-top application. The newer technology, provide solar panels around 3 - 4/m<sup>2</sup> [<xref ref-type="bibr" rid="scirp.94207-ref25">25</xref>] , which means that we can probably fit it on to the old canopies because the canopies are civil structures which need to carry the panel’s weight about 10 plus kg per m<sup>2</sup>; lighter panels is much easier for us to do the retrofitting.</p></sec><sec id="s3_6"><title>3.6. Impact on Reducing CO<sub>2</sub> Emission</title><p>In recent years, Bahrain has faced challenges brought on by climate change, and have therefore been obliged to devise plans that include projects to address these challenges. Bahrain is perhaps the most vulnerable to the threat of rising sea levels because of its location in a low-lying coastal zone, where most of its population and industries reside. According to Bahrain’s Second National Communication [<xref ref-type="bibr" rid="scirp.94207-ref26">26</xref>] , the current built-up and industrial areas in Bahrain account for about 300 km<sup>2</sup> of a total land area of 748 km<sup>2</sup> (about 40%), and are located largely along the eastern coastline of Bahrain’s main island. The study shows that 11% (83 km<sup>2</sup>) of total Bahraini land will be inundated by 2050 if the sea level rises by 0.3 m and 27% (200 km<sup>2</sup>) by 2100 if the sea level rises by 1.5 m. This is the expected scenario if there is no accelerated deglaciation. However, in the case of extreme deglaciation, 27% (199 km<sup>2</sup>) of Bahrain’s land will be inundated by 2050 if the sea level rises by 1 m and 56% (418 km<sup>2</sup>) of the land faces inundation by 2100 if the sea level rises by 5 m.</p><p>It is also expected that the climate change impact will lead to temperature rise and drought cycles, resulting in more frequent dust storms, which exacerbate air pollution and soil erosion. In 2006, Bahrain’s GHG emissions stand at an annual total of 29 million ton of CO<sub>2</sub> equivalent to about 28 tons per capita while in 2015 the emission reached 40 million ton and to about 33 tons per capita. The sources of more than 87% of GHG emissions come from energy-related sub-sectors, making Bahrain the second highest in the GCC after Saudi Arabia [<xref ref-type="bibr" rid="scirp.94207-ref27">27</xref>] [<xref ref-type="bibr" rid="scirp.94207-ref28">28</xref>]. More than half the electricity generated (~56%) is consumed by the residential sector in Bahrain, producing 20% of the Kingdom’s total CO<sub>2</sub> emissions.</p><p>In an effort to change the status quo, Bahrain’s political and economic leadership has wisely formulated its energy strategy to reduce CO<sub>2</sub> emissions by investing in the renewable energy sector.</p><p>The installation of 5 MW solar PV in Bahrain in 2014 had allowed for an annual reduction of CO<sub>2</sub> (Green House Gases) by about 8000 tons annually-assuming each 1 kWh from natural gas emits 1 kg of CO<sub>2</sub>. This means that if every year Bahrain install 33 MW to meet its target by 2025 (5% solar or renewable energy from 4 GW national power capacity) then this will lead to an annual reduction of 56,000 tones, 108,400 tones, 168,000 tones, 224,000 tones,280,000 tones, and 336,000 tones in years 2020, 2021, 2022, 2023, 2024 and 2025, respectively.</p><p>Tatweer Petroleum in Bahrain has initiated 2 projects to utilize solar energy in the Bahrain Field: 1 MW Solar Power Plant (3980 polycrystalline PV panels having an efficiency of 15.4% with 16 invertors @ 60 kVA on an area of 14,900 m<sup>2</sup>) which was completed and in operation since March 2016 (<xref ref-type="fig" rid="fig16">Figure 16</xref>). The other project is 2.3 MW Solar Power Plant (8064 single crystal PV panels having an efficiency of 15.4% with 28 invertors @ 100 kVA on a land area of 50,000 m<sup>2</sup>) and it is under construction [<xref ref-type="bibr" rid="scirp.94207-ref29">29</xref>]. The PBP of the first project is 12 years and was constructed in 5 months only while the other has PBP of 9.25 years, will take 1 year for construction and will be completed in October 2019. The expected solar electricity gained annually is 5295 MWh. These two projects were inspired by the Bapco 5 MW project and fulfilling the Bahrain Vision 2030. The CO<sub>2</sub> energy saving in the first year of operation was 1.85 GWh—saving about 1800 tons of CO<sub>2</sub>.</p></sec></sec><sec id="s4"><title>4. Conclusions</title><p>Analysing the impact of Bapco 5 MW solar PV grid-connected project (completed in July 2014) on Bahrain’s outlook for clean energy and energy-mix production, several positive impacts were counted. These impacts were on business, economy, environment, research, green jobs creation and rooftop installation and other large-scale installation in Bahrain.</p><p>Large and well-organized and planed projects attract public, investors and developers to invest in such projects, especially if the project is environmentally friendly and smart technology.</p><p>It is always necessary, prior to engaging in large projects, to conduct pilot innovated projects; in a similar trend made by Bapco. They had learnt from their 6 kW solar, wind and hydrogen electrification for a lounge named as Alnakheel, it was the first zero emission lounge in Middle East in 2011 [<xref ref-type="bibr" rid="scirp.94207-ref30">30</xref>] [<xref ref-type="bibr" rid="scirp.94207-ref31">31</xref>]. After 2 years of such small project, Bapco had launched its innovative smart grid-connected 5 MW solar PV power plant that is enough to electrify 500 houses @ 10 kW. Such important projects had inspired local universities to go green [<xref ref-type="bibr" rid="scirp.94207-ref32">32</xref>].</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors thank the University of Bahrain for its moral and logistic support to conduct this study. The authors are grateful to Khaled Alnaser, Huda Al Banna, Samiya Shehab, Eng. Abdul Rahman Essam (Tatweer), Dr. Mohammed Al Othman (UoB), Prof Issa Batarseh (University of Central Florida), Eng. Adnan Al Othman (Bapco), Eng. Jassim AlSherawi (Bapco) for their technical assistance and kind cooperation.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Alnaser, N.W. and Alnaser, W.E. (2019) Analyzing the Impact of Bapco 5 MW Solar PV Grid-Connected Project on Bahrain’s Outlook for Energy-Mix Production. 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