Modeling And Simulation Of Hybrid System For Electricity Generation In .

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1MODELING AND SIMULATION OF HYBRID SYSTEM FORELECTRICITY GENERATION IN RURAL AREA (MICROTURBINE,BIODIESEL, SOLAR PHOTOVOLTAIC AND BATTERY/MTBDSPB)HAYDER JASIM KAREEMUNIVERSITI TEKNOLOGI MALAYSIA

4MODELING AND SIMULATION OF HYBRID SYSTEM FOR ELECTRICITYGENERATION IN RURAL AREA (MICROTURBINE, BIODIESEL, SOLARPHOTOVOLTAIC AND BATTERY/MTBDSPB)HAYDER JASIM KAREEMA project report submitted in partial fulfilment of therequirements for the award of the degree ofMaster of Engineering (Electrical-Power)Faculty of Electrical EngineeringUniversiti Teknologi MalaysiaJANUARY 2015

iiiDedicatedToMy beloved parents, wife, daughter, and sonA tributeToMy country Iraq & all those who contributed to this projectFinallyToMy sources of inspiration and strength, who have dedicated their years supportingmy study that make me feel proud and fortunate, always been great sources ofencouragement.

ivACKNOWLEDGEMENTFirst of all, I would like to thank my dearest Allah (S.W.T) to make me ableto complete this research on time and answered my prayers at every steps of thisresearch. I want to express my deepest appreciation to my colleagues, my parents,and especially my family members who supported and prayed for me a lot, becauseof whom my graduation has been completed successfully and smoothly.I would like to take this opportunity to express my gratitude and appreciationto my supervisor, Dr. Yanuar Z. Arief for his full commitment in giving thosevaluable advices, motivation, guidance, and encouragement during her supervisionperiod. Without her patience and assistance, the project and thesis would not havebeen the same as all the information given by her was very useful to me in order tohave better understanding.I would like to thank my parents for their endless support and for allowingme to realize my own potential. You are always there for me, ready to sacrifice a lot,especially during these hard times, so I could gain this amazing experience.Words cannot express my thanks to my wife Areej, my daughter Rawan and my sonAhmed for their constant motivation, support and love for their non-stopping supportduring the period of my study and for believing in me and in my work. I also thankmy uncle Assoc. Prof. Dr. Ibrahim, and his wife. God bless you all.

vABSTRACTDesign and implementation of an efficient yet techno-economic hybrid generatorfor off-grid electric supply is challenging. The cost-effectiveness and convenienceoffered by off-grid rural electrification system that integrates various renewable energysources (RESs) became inevitable for areas where grid connection is neither availablenor feasible. A hybrid combination of renewable energy technologies (RETs) is provento be a suitable alternative over expensive grid extension for remote areas worldwide.This study proposes a hybrid model for electricity generation by assimilating renewableresources such as solar photovoltaic (SPV) and microturbine (MT) together withbiodiesel generator (BDG) to fulfill the electricity demand of an off-grid remote villagePerkampungan Orang Asli Sungai Jahai, Perak in Malaysia. The suitable renewableenergy resources for the proposed hybrid system are identified to determine the dailyload profile and cost-effectiveness that can be afforded by the villagers. The model isfurther simulated using HOMER software to evaluate the optimum performance of thehybrid system where the abovementioned village is taken for case study. The simulatedresults are analyzed, compared, and understood. The load demand pattern of the villageover different months is accurately computed. The sizes of MT, SPV, and BD systemsare optimized to achieve the minimized cost of energy (COE) generation. It isdemonstrated that the use of decentralized RETs at an off-grid location is indeed the bestalternative towards grid extension. Furthermore, HOMER data reveals the sustainability,techno-economic viability, and environmental friendliness of the proposed model basedenergy solution. The sensitivity analysis by combining MT, SPV, and BD is found toachieve the COE generation of 0.309 kWh which is much more than the present heavilysubsidized electricity tariff of rural area in Malaysia (3.3 cent/kWh). Although, the COEobtained from the proposed hybrid system is nearly 10 times higher but it is significantlylower than a diesel generator alone ( 0.70/kWh). The admirable features of the resultssuggest that the proposed hybrid generator may be beneficial for off-grid electricitygeneration and supply in remote rural regions.

viABSTRAKReka bentuk dan pelaksanaan penjana hibrid berkesan lagi tekno-ekonomi untukbekalan elektrik luar grid adalah mencabar. Keberkesanan kos dan kemudahan yangditawarkan oleh sistem pembekalan elektrik luar grid luar bandar yang mengintegrasikanpelbagai sumber tenaga yang boleh diperbaharu (RESs) menjadi tidak dapat dielakkanbagi kawasan yang mana sambungan grid adalah tidak tersedia atau tidak dilaksanakan.Gabungan hibrid teknologi tenaga boleh diperbaharu (RETs) terbukti menjadi alternatifyang sesuai kepada pelanjutan grid yang mahal bagi kawasan terpencil di seluruh dunia.Kajian ini mencadangkan satu model hibrid bagi penjanaan elektrik melalui asimilasisumber boleh diperbaharu seperti fotovolta solar (SPV) dan mikroturbin (MT) bersamasama dengan penjana biodiesel (BDG) bagi memenuhi permintaan elektrik daripadakampung terpecil luar grid iaitu Perkampungan Orang Asli Sungai Jahai, Perak diMalaysia. Sumber tenaga boleh diperbaharu yang sesuai untuk sistem hibrid yangdicadangkan telah dikenal pasti bagi menentukan profil beban harian dan keberkesanankos yang dapat diberikan oleh penduduk kampung. Model ini selanjutnya disimulasimenggunakan perisian HOMER untuk menilai prestasi optimum sistem hibrid yangmana kampung dinyatakan di atas diambil untuk kajian kes. Keputusan simulasidianalisis, dibandingkan, dan difahami. Corak permintaan beban kampung ini ke atasbulan yang berbeza dikira dengan tepat. Saiz sistem MT, SPV, dan BD dioptimumkanbagi mencapai kos yang diminimumkan tenaga (COE) generasi. Ia menunjukkan bahawapenggunaan RETs terpencar pada lokasi luar grid sememangnya adalah alternatif terbaikterhadap pelanjutan grid. Tambahan pula, data HOMER mendedahkan kelestarian,tekno-ekonomi daya maju, dan mesra alam sekitar bagi model yang dicadangkanberasaskan penyelesaian tenaga. Analisis kepekaan dengan menggabungkan MT, SPV,dan BD didapati mencapai penjanaan COE bagi 0.309 kWh yang jauh melebihi tarifelektrik yang disubsidi dengan banyak sekarang bagi kawasan luar bandar di Malaysia(3.3 sen/kWj).Walaupun, COE yang diperolehi daripada sistem hibrid yangdicadangkan adalah hampir 10 kali ganda lebih tinggi tetapi ianya adalah jauh lebihrendah berbanding penjana diesel sahaja ( 0.70/kWj). Ciri-ciri yang mengagumkandaripada hasil kajian mencadangkan bahawa penjana hibrid yang dicadangkan bolehmemberi manfaat bagi penjanaan elektrik luar grid dan bekalan di kawasan-kawasanterpencil luar bandar.

viiTABLE OF iiACKNOWLEDGEMENTivABSTRACTvABSTRAKviTABLE OF CONTENTSviiLIST OF TABLESxiLIST OF FIGURESxiiiLIST OF ackground and Motivation21.3Problem Statement31.4Research Objectives51.5Scope of the Project51.6Benefit of Renewable Energy61.7Thesis Outline7LITERATURE ent in MalaysiaTargetsforRE11

viii2.3Grid Connected and Stand-alone Systems122.4Photovoltaic (PV) Power System132.4.1 Modeling of Photovoltaic Arrays142.4.2 Calculation of Hourly Solar Radiation17Microturbine (MT)182.5.1 Microturbine Generation (MTG) System182.5.2 Types of Microturbine Systems202.5.3 Performance Characteristics212.52.5.4 UtilizationofMicroturbineforCogeneration Purposes2.5.5 EnvironmentalConsiderations22ofOperation of Microturbines232.6Biodiesel Generator (BDG)242.7Fuel262.7.1 Compressed Natural Gas (CNG)262.7.1.1CNG as Fuel Characteristics2.7.2 Biodiesel2.8292.7.2.1Palm Biodiesel312.7.2.2Transesterification Process32Storage Battery342.8.1 Type of Battery352.8.2 Lead AcidBattery Construction andPerformance362.8.3 Mathematical Model382.8.3.1Calculation of Storage Capacityof a Battery2.8.3.238Energy Stored in the Battery inCharging/Discharging Modes2.928392.8.4 Battery Charger40Bidirectional Converter412.9.12.9.2PV Side Power Control and MaximumPower Point Tracking42Boost Circuit and its Control42

ix2.102.9.3Battery Energy Storage System432.9.4Control off Grid-Connected Inverter44HOMER2.10.144The Selection of HOMER to Simulate theHPSs.3444RESEARCH METHODOLOGY463.1Assessment of Renewable Energy Sources (RESs)463.2Systematic Framework473.3Methods and System Description493.4The Location503.5Simulation Inputs513.5.1Component Selection513.5.2Solar Radiation523.5.3Input Load533.5.3.1Electrical Load533.5.3.2Thermal Load553.5.4PV Inputs563.5.5Batteries Input583.5.6Biodiesel Generator Input593.5.7Microturbine Input593.5.8Bidirectional Inverter Input613.5.9Fuel Input623.5.10Emissions input633.5.11Schedule643.6Optimization and Sensitivity Variables Input643.7Other Inputs65RESULT AND DISCUSSION674.1Introduction674.2Method of Hybrid Systems Design684.3Optimization Results694.4Electrical Performance of the Power Systems71

x4.5Economic Analysis734.6PV Output764.7Biodiesel Generators Output774.8Microturbine Output794.9Battery Output804.10Converter Output824.11Emissions Analysis844.11.1Comparison with Coal Based ElectricityGeneration5864.12Sensitivity Results874.13Concluding Remarks904.14Economic Viability90CONCLUSION AND FURTHER OUTLOOK935.1Conclusion935.2Further Outlook95REFERENCES97

xiLIST OF TABLESTABLE NO.2.1TITLEPAGETargets for renewable energy development bysource rameters212.3Present typical emissions for microturbine system242.4Natural gas composition272.5Salient properties of CNG282.6CNG fuel characteristics292.7Physical- chemical properties of palm biodiesel andpetroleum diesel342.8Characteristics of HOMER453.1Operational details of village consumers.553.2Thermal load input563.3Electrical characteristics of BP 485 PV panel573.4PV inputs details573.5Sueertte battery details583.6Battery inputs details583.7Biodiesel engine inputs details593.8Microturbine inputs details613.9Technical features of bidirectional inverter.613.10Bidirectional inverter inputs details623.11Properties and prices of fossil diesel, B20, B100and natural gas63

xii3.12Average palm BD and CNG emission compared toconventional diesel.633.13Optimization and sensitivity variables of the inputs653.14Summary of other information was entered intoHOMER4.1Technical and cost details of the best suitedconfiguration for HS with CNG and B20 fuel.4.271Electrical performance of the HS with CNG, B20and CNG, B100 fuel4.36672Cash flow summary of the system in case one andtwo.744.4Simulation results for output PV for two cases774.5Simulation result for BD generator output systemfor case one.4.64.778Simulation result for BD generator output systemfor case two.79Simulation result for MT output for case one and80two4.8Simulation results of Surrette battery for two cases.4.9Simulation data of converter components for two82cases.834.10Emission of the hybrid system for two cases.844.11Performance of Generator in system with B20 andB100.91

xiiiLIST OF FIGURESFIGURE NO.1.1TITLEPAGEComparison between the present and futureelectricity supply structure72.1The block diagram of a typical hybrid system.102.2Projected annual electricity production from REsbetween 2015 to 2050122.3Photovoltaic cell, module and array132.4Working principle of a PV cell142.5The equivalent circuit of solar cell152.6I-V features of the KC200GT solar array at (a)different temperature with constant irradiances,(b) different irradiances with fixed temperature162.7Typical microturbine structure192.8Microturbine design with (a) single-shaft and (b)two-shaft202.9Microturbine combined with power and heat232.10(a) Fuel consumption curve and (b) efficiencycurve of a 40 kW BD generator.252.11Operation of CNG station [23].262.12Resources of bioethanol and biodiesel302.13World producers of palm oil in 2011312.14Flowchart of commercialized palm BD production332.15Structure of lead-acid battery372.16Constructed 12 V nominal voltage37

xiv2.17Electrochemical operation of battery in (a)charging and (b) discharging mode382.18Boost circuit and its control422.19The bi-directional converter433.1Framework for the selection of off-grid electricity473.2Systematic framework for off-grid electricitygeneration with pre-, intermediate- and postHOMER analysis483.3Hybrid system description.493.4Perkampungan Orang Asli Jahai Sungai KejarHilir, Hutan Belum, Perak, Malaysia503.5The architecture of HOMER.513.6Input window of HOMER‟s component selection.523.7Month-wise solar radiation.533.8Electrical load profile input for (a) daily (b)monthly.3.9Thermal load input profile: (a) daily and (b)seasonal.3.1070Categorized optimization results with CNG andB100 fuel.4.569Categorized optimization results with CNG andB20 fuel.4.468HOMER overall optimization results with CNGand B20 fuel.4.364Configuration of the hybrid system MT/BDG/PVwith battery4.260Generators daily operation schedule: (a) BDG and(b) MT4.156The block diagram for the power source based onCapstone MT technology3.115570Monthly average electrical power production withfuel CNG, B20 and CNG, B100.72

xv4.6Cash flow summary of system by cost type in boththe studied cases.744.7Cash flow summary based on the components.754.8Yearly cash flow by systems component for caseone and two in its lifetime.4.9D-map showing the power generated from PVarray in system.4.107576Monthly average of PV array power output in bothcases.774.11D-map of BD generator output for system one.784.12D-map of BD generator output for system two.784.13D-map of MT output for case one and two.794.14Monthly SOC of the battery in two cases.814.15Frequency histogram of the battery.814.16D-map showing state of charge of Surrette batterybank.4.1781Converter output in system for two cases with (a)inverter and (b) rectifier.834.18Emission of pollutant gases for the hybrid system.844.19Absorption of CO2 through photosynthesis duringthe growth of palm trees4.2085Global warming potential saving from hybridpower generations and total CO2 emission fromMalaysia electricity production874.21Detail sensitivity analysis for two cases.884.22Optimal system type for two cases.884.23Total NCP of the optimal system as a function offuel price and solar radiation.4.24Fuel price and solar radiation dependent totalcapital cost of the optimal system.4.258989Fuel price and solar radiation dependent total NPCwith COE for the optimal system.90

xvi4.26Total NPC of the optimal system with CO2emission for varying fuel price and solar radiationfor case one.90

xviiLIST OF ABBREVIATIONS8MP-Eighth Malaysian PlanBat-BatteryBD-BiodieselBDG-Biodiesel GeneratorCHP-Combine Heat and Power or Cogeneration SystemCO2-Carbon DioxideCNG-Compressor natural gasCOE-Cost of EnergyDOD-Depth of DischargeEDL-Economical Distance LimitGHG-Green House GasesGoM‟s-Government of MalaysiaHOMER-Hybrid Optimization Model for Electric RenewablesHPSs-Hybrid Power SystemsHSMBPB-Hybrid Microturbine, Biodiesel Generator, Photo-voltaicand Battery SystemLCA-Life Cycle AssessmentLCC-Life Cycle CostLCOE-Levelized Cost of EnergyMPPT-Maximum Power Point TrackerMT-MicroturbineNOx-Nitrogen oxideNPC-Net Present CostNREL-National Renewable Energy LaboratoryO&M-Operation and Maintenance

xviiiNREPAP-National. Renewable Energy Policy and Action Plan(Malaysia)RAPS-Remote Area Power Supply SystemRES-Renewable Energy SourcesRET-Renewable Energy TechnologyRM-Ringgit MalaysiaPM-Particulate MatterRPM-Revolution Per MinutePV-PhotovoltaicPWM-Pulse Width ModulationSO2-Sulfur DioxideSOD-State of DischargeSOC-State of ChargeTHD-Total Harmonic Distortion

1CHAPTER 1INTRODUCTION1.1IntroductionLately, the demand of renewable energy technologies (RETs) for ruralelectric power supply is constantly increasing.The large fluctuations and theintermittent nature of RETs make them somewhat costly. Moreover, often long termstorage is required due to their seasonal variations. Thus, hybrid systems emerged assuitable substitute by providing cost-effective and reliable electricity supply inremote areas [1].This chapter develops a rationale of the research topic and attempt to arguewhy intensive research in the cited dissertation topic is absolutely necessary. Theproblem statement, objectives, scope of studies and research significance areunderscored.

21.2Background and MotivationUndeniably, more than billion people living in rural Asia alone are notprivileged to be benefited from electricity even though the worldwide electricitygeneration and transmission has apparently reached to a saturation point.Consequently, the socio-economic developments of these rural communities arealways hindered due to unavailability of electric power in those areas. These energydeprived rural communities are always struggling for betterment in life styles.Education is severely suffered and various inconveniences of storing fresh food andmedicine have significantly reduced their overall efficiency.Furthermore, theworking hours are also slashed due to poor lighting conditions.The economicgrowth in these remote communities is limited by the accessibility of electricity grid[2].Advancement in the power production based on RETs has opened up newavenue for providing electricity in remote rural areas.Largely, the remotecommunities over the globe are not in access of electricity because of the absence ofnational grid nearby. This is majorly due to the high cost involved in the extensionof the transmitting and distributing infrastructure in these remote areas. However, insome developed nations rural inhabitants generate their own electricity via dieselgenerators. The cost of kWh generated by the diesel generator is considerably higherthan the one from the utility grid and remains unaffordable for those remotecommunities. Simultaneously, the involvement of high cost in extending the nationalgrid over remote areas makes it uneconomical for utility companies to expand it.Currently, RETs compared to that of grid expansion renders cost-effective solutionfor remote communities in supplying electric power [3].Interestingly, PV systems can be installed in almost any location due to theavailability of sufficient sunlight on almost every part of the earth surface.Conversely, other energy sources and related technologies are highly accessiblelocation dependent. For instance, a mini hydro plant requires a river with sufficient

3flow rate and a bio energy plant needs an adequate amount of biomass plantation.Thus, an appropriate energy system in a certain geographical location is chosen byconsidering the resources availability throughout the year.Fascinatingly, usingmultiple options of renewable energy resources more reliable electricity can begenerated compared to a single renewable energy source.Combination of aconventional energy source together with renewable sources produces cost effectiveand more reliable energy solution. Assimilations of these complementary energygeneration resources based on renewable or mixed energy (renewable energy with abackup bio-fuel/diesel generator) are termed as hybrid system or hybrid generator.Accordingly, the achieved grid is called off grid due to its size when compared to themain grid [1, 4].The effective operation and implementation of HPSs require carefulconsideration of several factors including complex cultural background, politicalissues, economic environment, and energy related concerns.The suitability ofinstalling HPSs at different regions of Malaysia must consider the availability ofRESs in those areas. It is acknowledged that Malaysia receives an average of 12hours solar radiation per day.Therefore, by combining PV with biodiesel andmicroturbine, the shortage of electricity in the rural areas can be overcome [5].1.3Problem StatementIn the rural area of Malaysia the access to electricity seems to be everdemanding. Meanwhile, the urban communities are yet to achieve reliable electricityservices.Truly, people in rural areas are still dreaming for connecting to anelectricity supply. In 2009, over one million dwellings in Malaysia are still notelectrified those are mostly in rural villages located on large riverbank. Despitecountry‟s strong economy, the lack of electricity supply has contributed to social

4issues such as poverty, poor health services, deprived education, and genderinequality.Recently, the environmental concerns are cropped up regarding thegreenhouse gas (GHG) emissions from fossil fuel burning in diesel power stations.These are known to be the main power generators in Perak state of Malaysia. Peopleare highly dependent on fossil fuel based electricity production due to its costeffectiveness and simple combustion process. Although, this source is capable ofgenerating huge amount of electricity but the environmental pollution due toemission of carbon dioxide will contribute enormously to global warming and maylead to acid rain. To overcome this problem the use of hybrid electric generator isadvocated. It must be admitted that the difficulty of supplying electricity to remoteand inaccessible areas are the reason for obvious use of fossil fuel. There are certainareas where the implementation of grid extension involves high cost and technicallyinfeasible. Due to this reason stand-alone hybrid system is an ideal option [6].Finally, the rural electrification programs in Malaysia are always lacked byinsufficient studies, expertise, and experiences. The obstacle among Governmentagencies to optimize REP implementations in Perak state aggravated the situation.Alternatively, Perak state has potential to build a mixed power development strategyby introducing RE to the existing power generation systems. This work intends toharness the promising RERs such as BDG, SPV, MT, battery and bio-directionalinverter in Perak. It will make valuable contribution in understanding the possibilityof electricity supply at cheaper rate in Perkampungan Orang Asli Jahai, Perak,Malaysia.

51.4Research ObjectivesThe main aim is to propose an optimal off grid techno-economic hybridsystem design by combining microturbine-biodiesel generator-solar PV to provideaffordable and reliable electricity for a rural community in Perak, Malaysia. Toachieve this goal the following objectives are cited:1. To identify the suitable renewable energy resources for the proposedhybrid system.2. To characterize the physical properties of biodiesel fuel.3. To model and simulate of the hybrid system using the HOMER softwarepackage.4. To evaluate the performance of the optimal hybrid system in the contextof Perkampungan Orang Asli Jahai, Perak, Malaysia.5. To determine the daily load profile by selecting component and make costanalysis of the rural community.6. To compare the proposed hybrid model generated results with theconventional resources.1.5Scope of the StudyThe scopes of the present research are:1. Examine different type of renewable energy sources, storage devices andconversion system involved in hybrid energy generation system.2. Simulate the impact of different renewable energy sources on the climatechange.3. Inspect the fuel local supply to explain how the selected available gas andbiodiesel can be fed into the combustion system of an externally fired

6microturbine and biodiesel generator.It takes into account thecomposition of combustion gases in relation to heat exchangers andchimney downstream the combustion.4. Model the entire design and optimize the off grid hybrid system bycombining microturbine-biodiesel and generator-solar PV with battery.5. Make a techno-economic estimate to identify the feasibility of affordableand reliable electricity to rural people.6. Simulate the model using HOMER software for further techno-economicanalysis.7. Analyze the simulation results of electricity power generation usingdifferent fuels (B100 CNG) and compare them with the results ofelectricity generation using (B20 CNG).8. Optimize the hybrid system in HOMER to check the sensitivity.9. Evaluate the proposed model performance in terms of cost and benefit.1.6Benefit of Renewable EnergyIndeed, the renewable resources not only provide environmental friendlyclean electrical energy but also play significant role in ecological benefits. Thesupply of electricity via hybrid energy technology in the rural areas of developingnations can substitute relatively a small amount of fossil fuel. The future fossil fuelbased energy demand seems alarming because this resource is exponentiallydepleting. Furthermore, the rapid industrializations and subsequent deforestationthrough over-exploitation of wood and charcoal resources will lead to environmentalcatastrophe. Thus, the search for alternative route for the electrification of rural areasis inevitable. The renewable energy resources emerged as new stars in the horizondue to its natural compatibility and environmental safety in terms of de-pollutioneffects and climate protection [7]. To this end, the renewable system distributedgeneration of electricity has several added advantages as illustrated in figure 1.1.

7Present systemFigure 1.1structure [7]1.7Future structureComparison between the present and future electricity supplyThesis OutlineThis thesis deals with the optimal sizing of a hybrid renewable energy systemfor electrifying a rural community in Perak, Malaysia.The system design,optimization, implementation, and performance evaluation are the recurring theme.The thesis consisting of 5 chapters are organized as follows:Chapter 1 provides a brief overview on the rationale for this study. It includesthe energy situation in the rural areas of Malaysia. Electricity provision, background,objectives of the study, scope of the study, present status of electric supply for theselected village and most importantly the need to renewable energy is justified.

8Chapter 2 deals with the review of relevant literatures on renewable energysources. Various available technologies used for generating electricity and theiradvantages and disadvantages are emphasizedChapter 3 describes the detailed methodology that is required to fulfill theproposed objectives. The main components of the designed hybrid system togetherwith the relevant characteristics of the system components such as electricalcharacteristics, costs, operation, and maintenance issues are highlighted. The sitemeteorological and load data are also discussed. Finally, the modeling of the hybridsystem using HOMER software and subsequent simulation processes aredemonstrated.The results obtained from the HOMER simulations are discussed in Chapter4. The results of the optimization and sensitivity analysis, the selection of theoptimal hybrid configuration and the performance of the selected system for varyingconditions of load, solar, palm oil and natural gas resource are explained. The basicdesign of the hybrid system is illustrated.Chapter 5 concludes the thesis with the notable contribution and futureoutlook. Due to time constrains is it not possible to give full justice on the topic.However, this research has bred new problems which are worth solving.

97REFERENCES1.Iromi, U. R. 2013. Techno-Economic Optimum Sizing of Hybrid RenewableEnergy System in Rural Electrification in Srilanka. Msc Thesis, University ofAgder, Srilanka.2.Prasanthi, C. J. 2009. Assessment of Technology Requirements for Off-gridRural Electrification. Msc Thesis, The University of Nottingham, UK3.Sopian, K. Zaharim, A. Ali, Y. Nopiah, J. Razak, A. and Muhmmad, S. 2008.Optimal Operational Strategy for Hybrid Renewable Energy System UsingGenetic Algorithms. WSEAS Transactions on Mathematics. 7(4), HybridWind/Photovoltaic/Battery Considering the Uncertainty of Wind AndPhotovoltaic Power Using Monte Carlo. Proceeding of the 2012 Environmentand Electrical Engineering (EEEIC), 2012th International Conference on,1081-1086.5.Abdullah, H. b. S. 2013. Feasibility Study of PV-Wind and PV-Diesel HybridPower System in Malaysia. Msc Thesis, University Teknologi Malaysia,Malaysia.6.Yang, H., Zhou, W., Lu, L. and Fang, Z. 2008. Optimal Sizing Method forStand-Alone Hybrid Solar–Wind System with LPSP Technology by UsingGenetic Algorithm. Solar Energy, 82(4), 354–367.7.Mipoung, O. D., Pillay, P. and Lopes, L. 2011. Generator Selection for RuralElectrification from Renewable Energy. Proceeding of the 2011 ElectricMachines & Drives Conference (IEMDC), 2011 IEEE International, 306-311.8.Paudel, S., Shrestha, J., Neto, F., J., Ferreira, J. A. and Adhikari, M. 2011.Optimization of hybrid PV/wind power system for remote telecom station.

98Proceeding of the 2011 Power and Energy Systems (ICPS), 2011 InternationalConference on, 1-6.9.Kumar, A. Mohanty, P., Palit, D. and Chaurey, A. 2009. Approach s,RenewableandSustainable Energy Reviews, 13, (8), 1946–1956.10.Economic Planning Unit. 2013b. Economic Development-9th Malaysia Plan,Overview [online], available: http://www.epu.gov.my/ninth [accessed 15thMay 2014].11.Ghazali, M. and Azlina, S.N. 2013. Renewable Energy in Malaysia: TheViability of Large Scale Introduction of Solar PV for both Grid-Connected andStand-Alone Hybrid Systems. Msc Thesis. University of Otago, Dunedin, NewZealand.12.Kaundinya, D. P., Balachandra, P. and Ravindranath, N. 2009. Grid-ConnectedVersus Stand-Alone Energy Systems for Decentralized Power-A Review ofLiterature. Renewable and Sustainable Energy Reviews, 13(8), 2041–2050.13.HUEI. N. S. 2012. Hybrid Wind and Photovoltaic (PV) Power GenerationSystem with Superconducting Magnetic Energy Storage (SMES). Msc Thesis,Universiti Teknologi Malaysia, Malaysia.14.Villalva, M. G.

4.5 Simulation result for BD generator output system for case one. 78 4.6 Simulation result for BD generator output system for case two. 79 4.7 Simulation result for MT output for case one and two 80 4.8 Simulation results of Surrette battery for two cases. 82 4.9 Simulation data of converter components for two cases. 83

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