<?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><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jpee.2019.76003</article-id><article-id pub-id-type="publisher-id">JPEE-93231</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><article-title>
 
 
  A Review and Comparison on Recent Optimization Methodologies for Diesel Engines and Diesel Power Generators
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mohamad</surname><given-names>Issa</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>Hussein</surname><given-names>Ibrahim</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Richard</surname><given-names>Lepage</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>Adrian</surname><given-names>Ilinca</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Laboratory of Wind Energy Research, Université du Québec à Rimouski, Rimouski, Canada</addr-line></aff><aff id="aff2"><addr-line>Technological Institute of Industrial Maintenance, Sept-Iles, Canada</addr-line></aff><pub-date pub-type="epub"><day>03</day><month>06</month><year>2019</year></pub-date><volume>07</volume><issue>06</issue><fpage>31</fpage><lpage>56</lpage><history><date date-type="received"><day>12,</day>	<month>May</month>	<year>2019</year></date><date date-type="rev-recd"><day>23,</day>	<month>June</month>	<year>2019</year>	</date><date date-type="accepted"><day>26,</day>	<month>June</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-NonCommercial International License (CC BY-NC).http://creativecommons.org/licenses/by-nc/4.0/</license-p></license></permissions><abstract><p>
 
 
  The electrical instability that frequently distinguishes the isolated networks and depends on diesel generators to supply their energy requirements leads to an operation of the diesel generator in a transient dynamic condition and/or at low loads. In addition, extended operation of the diesel generator at partial load develops the condensation of combustion residues on the engine cylinder walls, which, after a certain time, increases friction, reduces the efficiency of the equipment and increases its fuel consumption. On the other hand, recent regulatory changes have led to ever more stringent and evolving emission standards. Among these, the International Maritime Organization (IMO) and the Environmental Protection Agency (EPA) have implemented emission standards in order to reduce exhaust gas emitted by marine diesel engines. To phase lower emission engines as soon as possible, a Tier system was adopted. This paper presents a literature review of existing technologies available to optimize the energy performance of diesel engines and diesel generators in order to reduce the cost of electricity, to increase the diesel engine efficiency and to decrease their fuel consumption and greenhouse gases (GHG) emissions. The proposed optimization methodologies are based on the application of Pre-treatment, Internal treatment and Post-treatment technologies for diesel engines and on the application of mechanical and electrical technologies for diesel power generators (DPGs). The list of references given at the end of the paper should offer aids for students and researchers working in this field.
 
</p></abstract><kwd-group><kwd>Diesel Engine</kwd><kwd> Diesel Generator</kwd><kwd> Greenhouse Gas</kwd><kwd> Tier System</kwd><kwd> Energy Efficiency</kwd><kwd> MARPOL Annex VI</kwd><kwd> Isolated Communities</kwd><kwd> Off-Grid</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Statistics Canada reported in 2016 that 113,604 people live in the north [<xref ref-type="bibr" rid="scirp.93231-ref1">1</xref>] and rely on diesel generators (DGs) to meet their electricity requirements. In addition, mining facilities, telecommunications infrastructure (cellular, microwave, optical, etc.) and islands such as Anticosti and Iles-de-la-Madeleine are not connected to the main grids and depend on diesel fuel, which is relatively inefficient, expensive and responsible for emission of large amounts of greenhouse gas emissions [<xref ref-type="bibr" rid="scirp.93231-ref2">2</xref>] . Furthermore, in the context of electricity production in these remote areas, the use of DG’s alone or in hybridization with renewable energy sources, faces many technical problems. Indeed, the electrical instability that often characterizes the isolated networks, due to the fluctuating character of renewable resources and the high variability in the load profile, lead to an operation of the diesel generator in a transient dynamic condition and/or at low loads. In addition, extended operation of the DG at low levels of charge develops the condensation of combustion residues on the engine cylinder walls, which, after a certain time, increases friction, reduces the efficiency of the equipment and increases its fuel consumption. One way to solve this problem and to eliminate these deposits is to operate the engine at a higher speed until the operating temperature is attained. According to [<xref ref-type="bibr" rid="scirp.93231-ref3">3</xref>] , using DPGs with weak operating factors increases wear and fuel consumption. This results in the appearance of several phenomena, including icing, polishing and wet stacking. For these reasons, DPG’s supplying autonomous networks are not optimal and should be improved:</p><p>&#183; In terms of energy: the majority of DGs are oversized and it is recognized that the use of diesel generators under low load factors is very harmful to them in terms of wear and causes high fuel consumption. This is mainly due to an inadequate viscosity of the lubricating oil due to a lack of thermal energy released by engine combustion [<xref ref-type="bibr" rid="scirp.93231-ref4">4</xref>] . This lack of viscosity degrades the lubrication quality of the camshaft bearings and the crankshaft of the engine. The consequence of this wear is directly related to the fuel consumption, which increases during the nominal load. In general, prolonged operation of the DGs under light loads, favors the condensation of the combustion residues on the cylinder walls, which, at the end of a certain time, increases the friction, decreases the efficiency of the engine and increases fuel consumption per kilowatt-hour produced. The objective at this level is therefore to maintain the generator utilization factor greater than 30%.</p><p>&#183; Economically: DGs, while relatively cheap to purchase, are generally expensive to operate and maintain, particularly at the partial load, because of the high price of fuel delivered to isolated sites [<xref ref-type="bibr" rid="scirp.93231-ref5">5</xref>] . Thus, since the price of diesel fuel is very dependent on the mode of transport used, it is the transport difficulties and the particularities of delivery, which make this cost vary and further increase the cost of exploitation of the diesel generators. For example, the cost of the kWh produced in the localities accessible only by air is generally higher than that produced in those accessible by boat or by land. In Quebec, the average cost of generating electricity from diesel in the last decades was more than 40/kWh in stand-alone grids, while the average price of electricity sales was established, as in the aggregate Quebec, at about 6/kWh [<xref ref-type="bibr" rid="scirp.93231-ref6">6</xref>] .</p><p>&#183; In terms of the environment: in addition to being non-optimal and expensive, the operation of DGs in autonomous networks has significant environmental impacts [<xref ref-type="bibr" rid="scirp.93231-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref8">8</xref>] . It contaminates local air and soil (old and rusty generators) and contributes greatly to the emission of GHGs. In total, the GHG emissions resulting from the use of generators are estimated at 140,000 tons per year for the subscribers of the Canadian and Quebec independent networks. This quantity of emissions is equivalent to the quantity of GHG emitted by 35,000 cars during a year [<xref ref-type="bibr" rid="scirp.93231-ref9">9</xref>] . The fact that the exploitation of these DGs is not optimal and very expensive, it was necessary to find solutions to reduce operating deficits by favoring alternatives based on different techniques such as mechanical, electrical and ecological solutions.</p><p>On the other hand, even though pollution from ship’s exhaust gases represents only 3% to 4% of global pollution, the IMO and EPA have adopted strict new standards in order to reduce pollutant emissions including nitrous oxides (NO<sub>x</sub>) and Sulphur oxides (SO<sub>X</sub>) from marine diesel engines. The new reform to the maritime pollution (MARPOL) annex VI convention adopted in 1997 includes the establishment of emission control areas (ECAs) to scale down emissions in specified sea zones with a gradual reduction in emissions of NO<sub>X</sub>, SO<sub>X</sub> and particulate matter (PM) [<xref ref-type="bibr" rid="scirp.93231-ref10">10</xref>] . Since then, several measures have been taken into consideration. A tier system has been adopted to reduce NO<sub>X</sub> levels, while SO<sub>X</sub> will be reduced from current 3, 50% to 0, 50% beginning from 1 January 2020 and PM has been reduced to 0, 10% since January 2015. In particular, the fundamental strategy NO<sub>X</sub> limitations for diesel engines (DE’s) are tiered as indicated in <xref ref-type="fig" rid="fig1">Figure 1</xref>, while <xref ref-type="table" rid="table1">Table 1</xref> summarizes the regulatory requirements to reduce ship emissions of Sulphur oxides for ship categories 1, 2 and 3 [<xref ref-type="bibr" rid="scirp.93231-ref11">11</xref>] .</p><p>The structure of the present article is as follows. Section 2 presents the state of art of DE’s optimization using Pre-treatment, Internal-Treatment and Post-treatment technologies, while DPGs optimization relies on mechanical and electrical technologies. Section 3 analyzes the advantages and disadvantages of these technologies (benefits and limitations), while Section 4 provides a preliminary conclusion of our study and a perspective for future work.</p></sec><sec id="s2"><title>2. State of Art</title><p>In this section, we present the different technologies and solutions available to optimize the efficiency of DEs and DPGs and reduce their emissions of greenhouse gases (GHGs). <xref ref-type="fig" rid="fig2">Figure 2</xref> shows the global diagram of available technologies for DE optimization while <xref ref-type="fig" rid="fig3">Figure 3</xref> shows the recent methodologies applied for DPG optimization using electrical and mechanical technologies.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Low sulphur phase-in dates [<xref ref-type="bibr" rid="scirp.93231-ref11">11</xref>] </title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Starting year (January 1<sup>st</sup>)</th><th align="center" valign="middle"  colspan="4"  >Category 3 Ships</th><th align="center" valign="middle"  rowspan="2"  >Category 1 &amp; 2 Ships</th></tr></thead><tr><td align="center" valign="middle" >Oceans</td><td align="center" valign="middle" >Emission Control Areas</td><td align="center" valign="middle" >EU Ports</td><td align="center" valign="middle" >California Coastal</td></tr><tr><td align="center" valign="middle" >2010</td><td align="center" valign="middle" >4.5%</td><td align="center" valign="middle" >1.0%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.5%<sup>* </sup></td><td align="center" valign="middle" >0.05%</td></tr><tr><td align="center" valign="middle" >2012</td><td align="center" valign="middle" >3.5%</td><td align="center" valign="middle" >1.0%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.0015%</td></tr><tr><td align="center" valign="middle" >2015</td><td align="center" valign="middle" >3.5%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.0015%</td></tr><tr><td align="center" valign="middle" >2020-(2025)<sup>** </sup></td><td align="center" valign="middle" >0.5%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.1%</td><td align="center" valign="middle" >0.0015%</td></tr></tbody></table></table-wrap><p>0, 5%*: Marine Gas Oil, or 0, 1% Marine Diesel Oil. (2025)**: Implementation of Oceans limit at 0, 5% sulphur.</p><p>DE’s optimization can be achieved using one of the three methods mentioned in <xref ref-type="fig" rid="fig2">Figure 2</xref>, such as pre-treatment, internal-treatment or post-treatment technologies. However, most of these technologies do not have a significant impact on fuel consumption reduction but are very effective in reducing SO<sub>X</sub>, NO<sub>X</sub> and PM by over of 80%. On the other hand, mechanical and electrical technologies applied to DPG’s have a significant impact on fuel consumption and GHG’s reduction. Some of these technologies can be considered for remote areas, while others are technically restricted. Below, the literature review of state-of-the-art technologies of DE’s and DPG’s optimization.</p><sec id="s2_1"><title>2.1. Diesel Engine Optimization Using Pre-Treatment Solutions</title><p>Pre-treatment methodology is based on the use of substitute fuel such as methanol and liquified natural gas(LNG), which are characterized by their low Sulphur content, allowing a reduction of SO<sub>x</sub>, NO<sub>X</sub> and PM emissions. In addition, methanol was a major research topic in the 80s and 90s for transportation application [<xref ref-type="bibr" rid="scirp.93231-ref12">12</xref>] and because of its availability, production and application in fuel cell cars [<xref ref-type="bibr" rid="scirp.93231-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref16">16</xref>] . However, methanol presents challenges for its adaptation on DE’s making auto ignition hard due to the low methanol cetane number [<xref ref-type="bibr" rid="scirp.93231-ref17">17</xref>] . Emissions from DE with different fuel were compared and analyzed by Wang et al. and have shown reduction of NO<sub>x</sub> and PM but an increase in carbon monoxide (CO) and Hydrocarbon (HC) emissions from the methanol-fueled engines. The most recent attraction is the combination of diesel and methanol, which Wang W. et al. [<xref ref-type="bibr" rid="scirp.93231-ref17">17</xref>] proposed a diesel/methanol compound combustion (DMCC). By using a DMCC, engine will operate on diesel alone at engine start and light loads to provide a cold starting capacity and prevent the production of aldehydes, while at medium and high loads; the engine operates on a uniform air/methanol mixture to reduce NO<sub>x</sub> and PM emissions. <xref ref-type="fig" rid="fig4">Figure 4</xref> shows the impact of DMCC on NO<sub>X</sub> emissions and on the specific fuel consumption [<xref ref-type="bibr" rid="scirp.93231-ref17">17</xref>] .</p><p>According to <xref ref-type="fig" rid="fig4">Figure 4</xref>, there is approximately 8% reduction in NOx and 2.8% of fuel consumption when operating with MDCC. Despite its advantages, methanol increases the corrosion risk, which must be sufficiently upgraded to fuel tanks. On the other hand, LNG seems to be an attractive, promising and technically suitable option to satisfy with the regulations on air pollution [<xref ref-type="bibr" rid="scirp.93231-ref17">17</xref>] . LNG has the advantage of reducing SO<sub>x</sub>, NO<sub>x</sub>, CO<sub>2</sub> and PM compared to the use of a heavy fuel oil (HFO) by 98%, 86%, 11% and 96% respectively [<xref ref-type="bibr" rid="scirp.93231-ref18">18</xref>] , <xref ref-type="fig" rid="fig5">Figure 5</xref>.</p><p>Moreover, LNG offers an important benefit over the current HFO in terms of the cost by about 31% per year [<xref ref-type="bibr" rid="scirp.93231-ref18">18</xref>] . A previous study assessed by W&#228;rtsil&#228; in order to evaluate the advantages of changing from HFO fueled engine equipped with a Sea scrubber to LNG fueled engine [<xref ref-type="bibr" rid="scirp.93231-ref19">19</xref>] has shown additional savings from the annual machinery cost (maintenance, oil lubricating, scrubber and SCR with annual capital) by an amount of 500$/kW. Despite these advantages, the LNG’s challenge lies in its expensive installations on the one hand and is the higher sizes of its tanks which are 4 times greater than the marine diesel oil tanks [<xref ref-type="bibr" rid="scirp.93231-ref20">20</xref>] on the other hand.</p><p>While the use of methanol and LNG appears to increase over the next couple of years in ECAs, emulsified fuel, which was proposed by Professor B. Hopkinson, consists in mixing two entirely immiscible liquids offering the advantage for a better atomization and a better distribution of the fuel resulting in a complete combustion [<xref ref-type="bibr" rid="scirp.93231-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref22">22</xref>] . Emulsified fuel has the advantage of reducing NO<sub>x</sub> and PM emissions by an amount of 30% and 80% respectively [<xref ref-type="bibr" rid="scirp.93231-ref23">23</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref24">24</xref>] .<sup> </sup></p><p>However, it also motives corrosion of engine components and the short common of oil-water separation phenomenon [<xref ref-type="bibr" rid="scirp.93231-ref25">25</xref>] . Furthermore, emulsified fuel increases the fuel consumption by 2% - 3% to achieve a same output, <xref ref-type="fig" rid="fig6">Figure 6</xref>.</p></sec><sec id="s2_2"><title>2.2. Diesel Engine Optimization Using Internal-Treatment</title><p>Generally speaking, Internal-treatment consists of a direct modification in the diesel engine. This is done by the DE manufacturers and may require modifications in the injectors design such as the use of direct water injection (DWI) and/or engine cycle such as the use of Miller cycle, exhaust gas recirculation (EGR) and/or combustion chamber such as the use of scavenge air temperature. All these technologies have a positive impact on the reduction of NO<sub>X</sub> and PM and can further achieve the standards set out in Annex VI of the MARPOL convention.</p><p>DWI technology uses an injector composed of two parts, one to spray water and the other to inject fuel oil [<xref ref-type="bibr" rid="scirp.93231-ref26">26</xref>] , <xref ref-type="fig" rid="fig7">Figure 7</xref>. During the fuel injection phase, the water-fuel density 0.4 - 0.7 high pressure water is injected into the combustion chamber and the mixture of water and combustion gas is completed, allowing a reduction of combustion temperatures and NO<sub>X</sub> emissions by up to 60% [<xref ref-type="bibr" rid="scirp.93231-ref27">27</xref>] . Another advantage of using this technology appears in the fact that it does not require an extra space or additional cost and can be integrated for a medium speed marine diesel engine. However, this technology can bring to lightly more fuel consumption rate by 2% approximately.</p><p>Nevertheless, Miller cycle, which was initially proposed by R. H. Miller in 1947, consist to use the Early Intake Valve Closing (EIVC) to achieve internal cooling before compression in order to reduce the compression cycle work [<xref ref-type="bibr" rid="scirp.93231-ref28">28</xref>] .</p><p>The Miller cycle is considered as a cold cycle and allows a lower NO<sub>X</sub> emission up to 40% - 60% and increase the efficiency of the engine [<xref ref-type="bibr" rid="scirp.93231-ref29">29</xref>] . Furthermore, Miller cycle can be used on four stroke marine diesel engine to complete low scavenge air temperature [<xref ref-type="bibr" rid="scirp.93231-ref30">30</xref>] , <xref ref-type="fig" rid="fig8">Figure 8</xref>. By reducing the scavenge air temperature, combustion temperatures and NO<sub>X</sub> are reduced. According to [<xref ref-type="bibr" rid="scirp.93231-ref31">31</xref>] , for each 3˚C reduction, nitrogen oxide decreases approximatively by 1 percent.</p><p>Moreover, internal engine technology such as Exhaust Gas Recirculation (EGR) results in combustion temperature reduction and small NO<sub>X</sub> composition. It is considered as the principal technology to reduce NO<sub>X</sub> from DE. <xref ref-type="fig" rid="fig9">Figure 9</xref> illustrates the schematic diagram of EGR technology [<xref ref-type="bibr" rid="scirp.93231-ref32">32</xref>] . The resulting combination of exhaust gas with the fresh air has a low volume calorific value, which reduces the combustion chamber temperatures, and allows NO<sub>x</sub> less formation by 40 percent and more.</p><p>It should also be noted that other technologies such as Humid Air Moisturizer (HAM) could reduce nitrogen oxides formation by up to 65%. The HAM technology reposes of a moisturizer, circulating pump, heat exchanger and can require a treatment system to control the mineral content of the water [<xref ref-type="bibr" rid="scirp.93231-ref33">33</xref>] .</p></sec><sec id="s2_3"><title>2.3. Diesel Engine Optimization Using Post-Treatment</title><p>During 1994 and 2006, exhaust gas emissions regulations for heavy-duty DE’s adopted by the EPA aimed attention on reducing NO<sub>X</sub> emissions. During this period, NO<sub>X</sub> emission requirements declined from 5 g/bhp-hr to 2.4 g/bhp-hr [<xref ref-type="bibr" rid="scirp.93231-ref34">34</xref>] . Consequently, most manufacturers of DE’s have adopted the post-treatment technologies to meet NO<sub>X</sub> emissions limit. While NO<sub>x</sub> abatement relies on post-treatment technologies and/or Internal-treatment such as the EGR and Miller cycle, there is no consequence on Sulphur oxides emissions by bringing measures within the DE [<xref ref-type="bibr" rid="scirp.93231-ref35">35</xref>] . Currently, there is one way to minimize the NO<sub>x</sub> emissions by applying after-treatment technology such as the selective catalytic reduction (SCR), diesel particulate filter (DPF), scrubbers or using low Sulphur content fuel such as LNG, methanol and light marine fuel oil (LMFO). However, SCR has an advantage in its adaptation and does not require a modification of the engine architecture but can be subject to space restrictions. Moreover, SCR offers the largest reduction of nitrogen oxide up to 90 percent on DE’s. The functioning principle is that the waste exhaust gas is combined with ammonia (NH<sub>3</sub>) or urea before passing over a special catalyst layer at a high temperature between 300˚C - 400˚C, reducing the NO<sub>x</sub> to N<sub>2</sub> and water (H<sub>2</sub>O) [<xref ref-type="bibr" rid="scirp.93231-ref36">36</xref>] , <xref ref-type="fig" rid="fig1">Figure 1</xref>0.</p><p>For optimal operation, engine load should be higher than 40% and exhaust gas temperature between 270˚C and 400˚C, <xref ref-type="fig" rid="fig1">Figure 1</xref>1. If the temperature is below of 270˚C, ammonium sulphates can form and destroy the catalyst. If temperature exceeds 400˚C, ammonia burns rather than reacting with nitrogen oxides [<xref ref-type="bibr" rid="scirp.93231-ref37">37</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref38">38</xref>] .</p><p>While SCR offers up to 90% of efficiency for NO<sub>X</sub> reduction, a diesel particulate filter (DPF) is used in order to reduce the particulate matter (PM) by an amount of 80% approximately [<xref ref-type="bibr" rid="scirp.93231-ref39">39</xref>] . However, the captured particles will result in an increasing backpressure on the engine allowing an increase in fuel consumption. For this reason, it is therefore important to remove the captured particles using a so-called regeneration technique.</p><p>On the other hand, wet or dry-scrubbers are considered the most suitable solutions in order to reduce the SO<sub>x</sub>, NO<sub>X</sub>, and PM from exhaust of heavy-duty DE’s. They are very effective systems, removing up to 99% and 60% abatement of SO<sub>X</sub> and NO<sub>X</sub> according to [<xref ref-type="bibr" rid="scirp.93231-ref40">40</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref41">41</xref>] but they are very expensive to install and maintain [<xref ref-type="bibr" rid="scirp.93231-ref42">42</xref>] . <xref ref-type="table" rid="table2">Table 2</xref> shows the performance of the Ecospec CSNO<sub>x</sub> scrubber developed for marine diesel engines industry that removes Sulphur dioxide, nitrogen dioxide and carbon dioxide all in one process, in a single system [<xref ref-type="bibr" rid="scirp.93231-ref43">43</xref>] , while <xref ref-type="fig" rid="fig1">Figure 1</xref>2 and <xref ref-type="fig" rid="fig1">Figure 1</xref>3, show a schematic of wet and dry scrubbers [<xref ref-type="bibr" rid="scirp.93231-ref44">44</xref>] .</p><p>CSNO<sub>x</sub> scrubber relies on the patented Ultra Low Frequency (ULF) wave treatment of water to remove the gases. Unlike conventional systems, the system does not require purely fresh water and a cooler to support the chemical process.</p><p>Despite their advantages, Scrubbers require frequent maintenance, and can suffer from very severe corrosion [<xref ref-type="bibr" rid="scirp.93231-ref44">44</xref>] .</p></sec><sec id="s2_4"><title>2.4. Diesel Power Generator Optimization Using Mechanical and Electrical Technologies</title><p>It is known that running a fixed speed DPG at a light load is harmful to the environment, consumes more fuel and leads to wet stacking phenomena [<xref ref-type="bibr" rid="scirp.93231-ref45">45</xref>] . To overcome this challenge, variable speed diesel engine (VSDE) offers the possibility to adapt the speed of shaft rotation according to the applied load and allows fuel consumption to be reduced and combustion temperature to be improved. VSDE can be achieved by adopting one of two approaches, with mechanical or electrical technologies. The mechanical solution includes the integration of a continuous variable transmission (CVT), while electrical solution involves the replacement of the synchronous alternator by Eo-synchro alternator or by dual fed induction generator (DFIG) which is applied widely in wind turbine projects.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Performance of the CSNO<sub>x</sub> scrubber system [<xref ref-type="bibr" rid="scirp.93231-ref43">43</xref>] </title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >SO<sub>x</sub> Removal</th><th align="center" valign="middle" >NO<sub>x</sub> Removal</th><th align="center" valign="middle" >CO<sub>2</sub> Removal</th></tr></thead><tr><td align="center" valign="middle" >CSNO<sub>x</sub><sub> </sub></td><td align="center" valign="middle" >99%</td><td align="center" valign="middle" >66%</td><td align="center" valign="middle" >77%</td></tr></tbody></table></table-wrap><p>Mechanically talking, The CVT can adjust the working speed independently of the engine speed, which in turn reduces fuel consumption and GHG’s [<xref ref-type="bibr" rid="scirp.93231-ref46">46</xref>] . The Quebec Company CVT Corp. has incorporated a continuously variable transmission in a 125 kW DPG set in order to optimize fuel consumption and reduce GHG emissions for the Puvurnaq power station in Alaska [<xref ref-type="bibr" rid="scirp.93231-ref47">47</xref>] , <xref ref-type="fig" rid="fig1">Figure 1</xref>4. Tests have shown a significant saving in terms of fuel and GHG’s by an amount of 25%. However, CVT Corp discloses on its website that the maximum power of the generator for which the transmission can be integrated, must not exceed 150 kW. This can be explained in the work carried out by [<xref ref-type="bibr" rid="scirp.93231-ref46">46</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref47">47</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref48">48</xref>] that the limits of a CVT are due to losses of couples due to the use of metal belts, <xref ref-type="fig" rid="fig1">Figure 1</xref>5, and friction between the pulley and the belt resulting in significant wear [<xref ref-type="bibr" rid="scirp.93231-ref48">48</xref>] .</p><p>In addition, it is normally obligated to be replaced when a CVT fails. This is because individual components can be very expensive or because the specific defective component can be difficult to locate or impossible. For this reasons, electrical solutions seem more advantageous within off-grid applications.</p><p>Optimization of DPG’s can also be achieved through several methodologies such as the use of compressed air produced by renewable energies to supercharge the DE [<xref ref-type="bibr" rid="scirp.93231-ref49">49</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref50">50</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref51">51</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref52">52</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref53">53</xref>] . Results and tests demonstrated the viability of the supercharge approach by compressed air energy and its storage (CAES) [<xref ref-type="bibr" rid="scirp.93231-ref54">54</xref>] , which enabled a significant reduction on fuel consumption and GHG by 25%. Another simpler approach, the air power assist engine (APAE), <xref ref-type="fig" rid="fig1">Figure 1</xref>6, was proposed and tested by [<xref ref-type="bibr" rid="scirp.93231-ref55">55</xref>] . It consists of connecting the air storage tank to the exhaust collector and the use of 3-way valve to change the flow between the turbine and the air storage tank. The APAE shows a fuel consumption reduction up to 15% and generate a positive power by using the compressed air energy.</p><p>In addition, pneumatic overfeeding showed an increase in engine efficiency and up to 34% reduction in fuel consumption were reported in simulations with various cycles in the work of [<xref ref-type="bibr" rid="scirp.93231-ref49">49</xref>] - [<xref ref-type="bibr" rid="scirp.93231-ref55">55</xref>] . <xref ref-type="fig" rid="fig1">Figure 1</xref>7 shows the fuel consumption reduction with different air intake pressure tested on a 5kW hybrid pneumatic-diesel generator [<xref ref-type="bibr" rid="scirp.93231-ref49">49</xref>] .</p><p>On the other hand, electrical technology such as application of Genset-Synchro alternator to a diesel engine has shown a significant fuel saving in [<xref ref-type="bibr" rid="scirp.93231-ref56">56</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref57">57</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref58">58</xref>] . The Genset-Synchro alternator is a power unit control system with a highly original approach for power generation based on an innovative alternator design [<xref ref-type="bibr" rid="scirp.93231-ref58">58</xref>] , <xref ref-type="fig" rid="fig1">Figure 1</xref>8. Modifications to the structure holding the stator windings are the leading principle behind the Genset-Synchro alternator where this structure now rotates freely in reference to the rotor and frame [<xref ref-type="bibr" rid="scirp.93231-ref56">56</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref57">57</xref>] . An auxiliary motor, driven by a dedicated automatic controller, dictates the desired position, speed or acceleration of the stator structure. This concept ensures regular wave quality regardless of speed variations of the rotor. No energy goes through power electronic equipment as in conventional technologies [<xref ref-type="bibr" rid="scirp.93231-ref56">56</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref57">57</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref58">58</xref>] .</p><p>However, with the Genset-Synchro concept, it becomes possible to control the synchronous speed of a 3-phase alternator by controlling the mechanical speed of the stator (control of stator speed only). A significant fuel saving up to 12% can be achieved at low loads (less than 40%) and up to 5% at high loads (85%), <xref ref-type="fig" rid="fig1">Figure 1</xref>9 [<xref ref-type="bibr" rid="scirp.93231-ref57">57</xref>] . However, the presence of rotor brushes requires more maintenance work and the maximum power delivered by the generator is limited to 85% due to the compensator motor and electronic drive, which are powered by the same output of the generator.</p><p>Furthermore, application of DFIG in a DPG can achieve a reduction of fuel consumption and GHG’s by up to 20% [<xref ref-type="bibr" rid="scirp.93231-ref59">59</xref>] . Another advantage lies in the use of lower power converters range of 20% of power delivered by stator at synchronous speed [<xref ref-type="bibr" rid="scirp.93231-ref60">60</xref>] . DFIG is built from slip-ring induction generator (SIG) and power electronic converter (PEC) placed between the stator and rotor slip rings [<xref ref-type="bibr" rid="scirp.93231-ref59">59</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref60">60</xref>] , <xref ref-type="fig" rid="fig2">Figure 2</xref>0.</p><p>Despite their advantages, the DFIGs present important harmonic disturbances [<xref ref-type="bibr" rid="scirp.93231-ref59">59</xref>] and require more maintenance due the presence of rotor brushes [<xref ref-type="bibr" rid="scirp.93231-ref59">59</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref60">60</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref61">61</xref>] .</p><p>DPG optimization can also include the management of electricity generated to minimize losses to the greatest extent possible. This can be done according to two approaches such as the use of n-split DPG’s or by using DPG’s with storage batteries. In the first approach, it consists of using several smaller units of DPG’s whose combined power output is equal to a single DPG, which would otherwise have been used [<xref ref-type="bibr" rid="scirp.93231-ref62">62</xref>] . The big advantage is that it permits multiple power output levels due to the multiple possible combinations of small DPG’s thus avoiding the engine to operate under a partial load. <xref ref-type="fig" rid="fig2">Figure 2</xref>1 illustrates a typical arrangement of the n-split DPGs [<xref ref-type="bibr" rid="scirp.93231-ref62">62</xref>] .</p><p>According to the research conducted by Ayodele T.R. et al. [<xref ref-type="bibr" rid="scirp.93231-ref62">62</xref>] and which consist the use 3-split DPG’s instead of a large sized DPG has shown an improved performance for life cycle cost (LCC), net dump energy, net CO<sub>2</sub> emission and net fuel consumption, <xref ref-type="fig" rid="fig2">Figure 2</xref>2.</p><p>According to <xref ref-type="fig" rid="fig2">Figure 2</xref>2(a) and <xref ref-type="fig" rid="fig2">Figure 2</xref>2(b), there is a reduction by 26% in LCC and a 26.5% on fuel consumption when compared to the single DPG. Moreover, <xref ref-type="fig" rid="fig2">Figure 2</xref>2(c) and <xref ref-type="fig" rid="fig2">Figure 2</xref>2(d) reveal that the CO<sub>2</sub> emissions and the net dump energy of the 3-split DPG’s acquired over the period of 9 years, were 27% and 85% lower versus the use of one single large sized DPG.</p><p>Finally, and to complete this literature review, application of DPG with batteries storage systems (BSS) has been the subject of researchers for different applications such as stand-alone Microgrid [<xref ref-type="bibr" rid="scirp.93231-ref63">63</xref>] - [<xref ref-type="bibr" rid="scirp.93231-ref68">68</xref>] . <xref ref-type="fig" rid="fig2">Figure 2</xref>3 illustrates a typical plan of stand-alone Microgrid. The system contains one local and one general battery storage. The general battery storage should supply the Microgrid for long periods of time in case of emergency situations while the local battery storage is to supply the necessary power conversion parameters for short periods of time [<xref ref-type="bibr" rid="scirp.93231-ref64">64</xref>] . DPG’S and BSS can be combined at any time and the length of their duration work depends on the amount of fuel and batteries discharge. According to [<xref ref-type="bibr" rid="scirp.93231-ref65">65</xref>] , realization and application of this methodology in control system allows a fuel consumption reduction for 2% - 5% at acceleration intervals.</p><p>Last but not least, different strategies could be investigated in the future to improve the global optimization of the DPG, such as combination of two or three technologies in order to increase efficiency of the DE and to reduce the GHG.</p></sec></sec><sec id="s3"><title>3. Analysis of the Benefits and Limitations of the Proposed Technologies</title><p>Each of the above-mentioned techniques has its advantages and disadvantages. To do this, we have created for each of the methodologies applied, a table summarizing the benefits and limitations of the technologies discussed in Section 2. <xref ref-type="table" rid="table3">Table 3</xref> covers optimization solutions for DE’s using Pre-treatment solutions while <xref ref-type="table" rid="table4">Table 4</xref> covers optimization solutions for DE’s using Internal and Post-treatment technologies. Finally, <xref ref-type="table" rid="table5">Table 5</xref> covers optimization solutions applied for DPG’s using electrical and mechanical technologies.</p><p>However, in order to be able to evaluate the various solutions proposed and to identify the most efficient techniques according to the application, a list of criteria can be considered by the operator such as:</p><p>&#183; Adaptability to the diesel engine: the chosen system must be able to adapt to the engines already in place in the isolated sites or ships without having to change the internal architecture of the engines. The selected technique must be applicable over a wide range of engine and DG models.</p><p>&#183; Efficiency of the technology: the chosen system must have a good performance. This criterion is strongly related to the amount of fuel saved and/or the reduction of GHG.</p><p>&#183; Cost: The costs should be as low as possible. In fact, the capital invested is the most important decision factor for the buyer.</p><p>&#183; Simplicity of the design: This criterion is essential for maintenance and service. The simplicity of the design improves the maintainability and reduces the operating costs.</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Benefits and limitations of the selected technologies for DE’S applying pre-treatment solution</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Technology</th><th align="center" valign="middle" >Benefits</th><th align="center" valign="middle" >Limitations</th><th align="center" valign="middle" >References</th></tr></thead><tr><td align="center" valign="middle" >Emulsified Fuel</td><td align="center" valign="middle" >&#183; Allows significant NO<sub>x</sub> reduction by an amount of 80%</td><td align="center" valign="middle" >&#183; Increase the fuel consumption by 3% to achieve the same Output</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref21">21</xref>] - [<xref ref-type="bibr" rid="scirp.93231-ref27">27</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref68">68</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref69">69</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref70">70</xref>]</td></tr><tr><td align="center" valign="middle" >Methanol</td><td align="center" valign="middle" >&#183; Renewable resource &#183; Biodegradable &#183; Allows NO<sub>x</sub> reduction by an amount of 60% and fuel consumption by 2% - 3%</td><td align="center" valign="middle" >&#183; Corrosive &#183; Toxic &#183; Burns with non-luminous flame &#183; Cost</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref16">16</xref>]</td></tr><tr><td align="center" valign="middle" >LNG</td><td align="center" valign="middle" >&#183; Has environmental benefits through an average reduction of SO<sub>X</sub>, NO<sub>X</sub>, CO<sub>2</sub> and PM</td><td align="center" valign="middle" >&#183; Highly flammable &#183; Requires huge investments for storage and installation</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref20">20</xref>]</td></tr></tbody></table></table-wrap><table-wrap-group id="4"><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Benefits and limitations of the selected technologies for DE’s applying internal-treatment and post-treatment solutions</title></caption><table-wrap id="4_1"><table><tbody><thead><tr><th align="center" valign="middle" >Technology</th><th align="center" valign="middle" >Benefits</th><th align="center" valign="middle" >Limitations</th><th align="center" valign="middle" >References</th></tr></thead><tr><td align="center" valign="middle" >Direct Water Injection (DWI)</td><td align="center" valign="middle" >&#183; Potential reduction of NO<sub>x</sub> by an amount of 60% &#183; Can be applied for medium speed marine diesel engine</td><td align="center" valign="middle" >&#183; Increase the fuel consumption by 2% to achieve the same output</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref26">26</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref27">27</xref>]</td></tr><tr><td align="center" valign="middle" >Exhaust Gas Recirculation (EGR)</td><td align="center" valign="middle" >&#183; Low operating cost &#183; Allows significant NOx reduction by an amount of 30%</td><td align="center" valign="middle" >&#183; Cannot be employed at high loads because it will reduce the peak power output &#183; Increase the creation of PM &#183; Drop in engine efficiency</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref32">32</xref>]</td></tr><tr><td align="center" valign="middle" >Miller Cycle</td><td align="center" valign="middle" >&#183; Increase the efficiency of the DE &#183; Allows potential reduction of NOx by an amount of 40% - 60%</td><td align="center" valign="middle" >&#183; High cost engine &#183; Requires more maintenance</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref28">28</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref29">29</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref30">30</xref>]</td></tr><tr><td align="center" valign="middle" >Scavenge Air Temperature</td><td align="center" valign="middle" >&#183; Reduce the number and size of exhaust ports &#183; Allows a potential reduction of NO<sub>x</sub> by an amount of 60%</td><td align="center" valign="middle" >&#183; Cylinder head complex &#183; Requires periodical maintenance</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref33">33</xref>]</td></tr><tr><td align="center" valign="middle" >Selective Catalytic Reduction (SCR)</td><td align="center" valign="middle" >&#183; Potential reduction of NO<sub>x</sub> by an amount of 95% &#183; Relatively simple installation</td><td align="center" valign="middle" >&#183; May suffer from erosion &#183; High efficiency turbocharger is required to overcome the pressure drop &#183; Require space for urea storage and a good surface for installation</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref36">36</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref37">37</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref38">38</xref>]</td></tr></tbody></table></table-wrap><table-wrap id="4_2"><table><tbody><thead><tr><th align="center" valign="middle" >Diesel Particulate Filter (DPF)</th><th align="center" valign="middle" >&#183; Simple installation &#183; Reduces PM pollutant by 95% and Black Carbon (BC) emissions by an amount of 99%</th><th align="center" valign="middle" >&#183; Allows a backpressure in the engine involving additional fuel consumption by an amount of 4% &#183; Requires regeneration techniques to remove the captured particles</th><th align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref39">39</xref>]</th></tr></thead><tr><td align="center" valign="middle" >Open-Loop Wet Scrubber</td><td align="center" valign="middle" >&#183; Potential reduction of SOX by an amount of 98% &#183; Potential reduction of PM by 60% &#183; Allows the possibility to continue to use the cheaper bunker fuel instead of low sulphur fuel</td><td align="center" valign="middle" >&#183; Subject to corrosion (seawater) &#183; Requires regular maintenance &#183; Requires additional electric power source &#183; Increase fuel consumption &#183; High cost</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref40">40</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref41">41</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref44">44</xref>]</td></tr><tr><td align="center" valign="middle" >Closed-Loop Wet Scrubber</td><td align="center" valign="middle" >&#183; Potential reduction of SOX by an amount of 98% and PM by 60% &#183; Allows the possibility to continue to use the cheaper bunker fuel instead of low sulphur fuel</td><td align="center" valign="middle" >&#183; Requires storage space to hold wastewater and hazardous chemical solutions &#183; High consumption of fresh water &#183; High cost</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref40">40</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref41">41</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref44">44</xref>]</td></tr></tbody></table></table-wrap></table-wrap-group><table-wrap-group id="5"><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Benefits and limitations of the selected technologies for DPG’s optimization using electrical and mechanical technologies</title></caption><table-wrap id="5_1"><table><tbody><thead><tr><th align="center" valign="middle" >Technology</th><th align="center" valign="middle" >Benefits</th><th align="center" valign="middle" >Limitations</th><th align="center" valign="middle" >References</th></tr></thead><tr><td align="center" valign="middle" >Doubly Fed-Induction Generator (DFIG)</td><td align="center" valign="middle" >&#183; Potential reduction of fuel consumption and GHG’s by an amount of 15% - 20% &#183; Requires a low power converter</td><td align="center" valign="middle" >&#183; Generates important harmonic disturbances &#183; Very sensitive to grid faults &#183; Requires more maintenance due to the presence of rotor brushes</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref61">61</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref62">62</xref>]</td></tr><tr><td align="center" valign="middle" >Genset-Synchro Generator</td><td align="center" valign="middle" >&#183; Potential reduction of fuel consumption and GHG’s by an amount of 8% - 12% &#183; Can be adapted or integrated on existing DPG and/or Wind turbine generator &#183; Possibility to maintain voltage and frequency constant at the output of the generator by controlling only the stator speed</td><td align="center" valign="middle" >&#183; Maximum generator power is limited to 85% - 90% due to the presence of the compensating motor &#183; Requires more maintenance due to the presence of rotor brushes &#183; Harmonics level are higher by an amount of 3% compared to a standard Genset</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref56">56</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref57">57</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref58">58</xref>]</td></tr><tr><td align="center" valign="middle" >N-Split DPG</td><td align="center" valign="middle" >&#183; Potential reduction of fuel consumption and GHG by an amount of 25%</td><td align="center" valign="middle" >&#183; Requires a large space for installation &#183; Requires more maintenance &#183; High capital costs for purchase and for installation</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref62">62</xref>]</td></tr><tr><td align="center" valign="middle" >DPG with BSS</td><td align="center" valign="middle" >&#183; Reduction of fuel consumption and GHG by an amount of 5% &#183; Ideal for twining and Hybridization systems such as Solar-Diesel-BSS and Wind-Diesel-BSS</td><td align="center" valign="middle" >&#183; Batteries management and cost &#183; Requires electronic converters &#183; Not suitable for cold areas</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref64">64</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref65">65</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref66">66</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref67">67</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref68">68</xref>]</td></tr></tbody></table></table-wrap><table-wrap id="5_2"><table><tbody><thead><tr><th align="center" valign="middle" >Supercharging DE with Compressed Air Energy Storage (CAES)</th><th align="center" valign="middle" >&#183; Potential reduction of fuel consumption and GHG’s by an amount of 20% - 25% &#183; Increase the efficiency of the engine</th><th align="center" valign="middle" >&#183; Requires architecture modification on the DE &#183; Complex design for control circuit and air energy management &#183; High cost for compressed air energy storage</th><th align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref49">49</xref>] - [<xref ref-type="bibr" rid="scirp.93231-ref55">55</xref>]</th></tr></thead><tr><td align="center" valign="middle" >Continuous Variable Transmission (CVT)</td><td align="center" valign="middle" >&#183; Potential reduction of fuel consumption and GHG’s by an amount of 25% &#183; Provides unlimited gear ratio</td><td align="center" valign="middle" >&#183; High cost &#183; Cannot be applied on DPG over 200 kW &#183; Complex design and must be replaced in case of failure</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.93231-ref46">46</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref47">47</xref>] [<xref ref-type="bibr" rid="scirp.93231-ref48">48</xref>]</td></tr></tbody></table></table-wrap></table-wrap-group></sec><sec id="s4"><title>4. Conclusion</title><p>This paper provides an overview of the latest research developments and solutions concerning mechanical, electrical and ecological optimization in the field of DE and DPG. Internal engine modifications to reduce NOx are largely mature and are present in most new engines using mechanical and ecological solutions such as EGR, Miller cycle, SAT and using external engine methods such as SCR. Tighter SOx emission requirements are leading to sales of post-combustion gas cleaning systems (scrubber solution) as an alternative to use of (expensive) low sulphur fuel. Although one post-combustion technology (Ecospec’s CSNOx) has demonstrated reduction of CO<sub>2</sub> emissions as well as NOx and SOx reduction, it remains to be seen if effective commercial scale CO<sub>2</sub> reduction is feasible. High fuel prices and emission concerns have increased the focus on utilizing liquified natural gas (LNG) as fuel oil. Nowadays, utilization of LNG as fuel is a technologically feasible solution since manufacturers have designed and developed a wide range of LNG-fueled engines. Furthermore, the use of n-split diesel generator instead of more commonly used single large-sized diesel generator reveals a fuel and GHG emissions saving up to 26%. However, the use of variable diesel generators such as diesel-driven Genset-Synchro or DFIG can achieve interesting savings on fuel consumption and GHGs up to 15% and 20% but are subject to limit power (85% for Genset-Synchro) and limit speed (close to synchronous speed for DFIG). In addition, advanced diesel technology and control are summarized. In the future work, the APAE technology will be tested on a 75 kW diesel-driven Genset-Synchro generator in order to evaluate the fuel economy, valve response time for opening and closing and effect on pollutants emissions such as NOx and soot. An automated command strategy will be proposed.</p></sec><sec id="s5"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s6"><title>Cite this paper</title><p>Issa, M., Ibrahim, H., Lepage, R. and Ilinca, A. (2019) A Review and Comparison on Recent Optimization Methodologies for Diesel Engines and Diesel Power Generators. Journal of Power and Energy Engineering, 7, 31-56. https://doi.org/10.4236/jpee.2019.76003</p></sec><sec id="s7"><title>Nomenclature</title><p>APAE—Air Power Assist Engine</p><p>BSS—Battery Storage System</p><p>CAES—Compressed Air Energy Storage</p><p>CO<sub>2</sub>—Carbon dioxide</p><p>CVT—Continuous Variable Transmission</p><p>DE—Diesel Engine</p><p>DFIG—Dual Fed Induction Generator</p><p>DG—Diesel Generator</p><p>DMCC—Diesel/Methanol Compound Combustion</p><p>DPF—Diesel Particulate Filter</p><p>DPG—Diesel Power Generator</p><p>DWI—Direct Water Injection</p><p>ECA—Emission Control Area</p><p>EGR—Exhaust Gas Recirculation</p><p>EIVC—Early Intake Valve Closing</p><p>EPA—Environmental Protection Agency</p><p>GHG—Greenhouse Gas</p><p>HAM—Humid Air Moisturised</p><p>HC—Hydrocarbons</p><p>HFO—Heavy Fuel Oil</p><p>IMO—International Maritime Organization</p><p>LCC—Life Cycle Cost</p><p>LNG—Liquefied Natural Gas</p><p>MARPOL—Marine Pollution</p><p>MDO—Marine Diesel Oil</p><p>NO<sub>X</sub>—Oxides of Nitrogen</p><p>PM—Particulate Matter</p><p>SAT—Scavenge Air Temperature</p><p>SCR—Selective Catalytic Reduction</p><p>SO<sub>X</sub>—Sulphur Oxides</p><p>THD—Total Harmonic Distortion</p><p>VSDE—Variable Speed Diesel Engine</p></sec></body><back><ref-list><title>References</title><ref id="scirp.93231-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Statistics Canada (2016) Population and Dwelling Counts, for Canada, Provinces and Territories, 2016 and 2011 Censuses-100% Data.  
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