International Journal of Sustainable Energy · 2014 · 40 citations · 39 references
EngineeringChemical EngineeringElectrochemical EngineeringEnergy SystemsOptimizationEnergy EfficiencyPhotovoltaic DevicesRenewable EnergySolar CellsSolar Energy SystemsSolar Photovoltaic SystemsEnergy TransferHydrogen GenerationIrradianceOperating ConditionsOptimal DesignOptimization Of Operating ConditionsParticle Swarm OptimizationPhotovoltaic Systems
In this study, hydrogen generation is maximised by optimising the size and the operating conditions of an electrolyser (EL) directly connected to a photovoltaic (PV) module at different irradiance. Due to the variations of maximum power points of the PV module during a year and the complexity of the system, a nonlinear approach is considered. A mathematical model has been developed to determine the performance of the PV/EL system. The optimisation methodology presented here is based on the particle swarm optimisation algorithm. By this method, for the given number of PV modules, the optimal sizeand operating condition of a PV/EL system areachieved. The approach can be applied for different sizes of PV systems, various ambient temperatures and different locations with various climaticconditions. The results show that for the given location and the PV system, the energy transfer efficiency of PV/EL system can reach up to 97.83%.
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James Kennedy, R.C. Eberhart · 2002 · 47.5K citations
A modified particle swarm optimizer
Yibing Shi, R.C. Eberhart · 2002 · 10.2K citations
Solar engineering of thermal processes
Solar Energy · 1982 · 9.6K citations
Engineering, Chemical Engineering, Mechanical Engineering +14