Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system
Algorithms; Costs; Evolutionary algorithms; Flow of water; Life cycle; Meteorology; Multiobjective optimization; Optimization; Probability; Pumping plants; Pumps; Solar power generation; Differential Evolution; Lifecycle costs; Meteorological data; Multi-objective differential evolution algorithms;...
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2023
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my.uniten.dspace-227072023-05-29T14:11:44Z Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system Muhsen D.H. Ghazali A.B. Khatib T. 56728928200 56727852400 31767521400 Algorithms; Costs; Evolutionary algorithms; Flow of water; Life cycle; Meteorology; Multiobjective optimization; Optimization; Probability; Pumping plants; Pumps; Solar power generation; Differential Evolution; Lifecycle costs; Meteorological data; Multi-objective differential evolution algorithms; Objective functions; Photovoltaic; Photovoltaic water pumping; Solar waters; Loss of load probability In this paper, a differential evolution based multiobjective optimization algorithm is proposed to optimally size a photovoltaic water pumping system (PVPS). Three weighted individual objectives are aggregated by a single function to optimize the configuration of PVPS. Loss of load probability, life cycle cost and the volume of excess water are considered as three individual objective functions. The proposed pumping system is supposed to provide a daily water volume of 30 m3 with a static head of 20 m. The complexity of the initializing of the weights for each individual objective function is overcome by testing a wide range sets of weights. The performance of the system is tested based on hourly meteorological data. The performance results of the proposed system show that the loss of load probability and the average hourly water flow rate over a year time are around 0.5% and 3.297 m3/h, respectively. The life cycle cost, water deficit, and cost of water unit of the system are 9911 USD, 55.015 m3, and 0.045 USD/m3, respectively. � 2016 Elsevier Ltd. All rights reserved. Final 2023-05-29T06:11:44Z 2023-05-29T06:11:44Z 2016 Article 10.1016/j.enconman.2016.03.074 2-s2.0-84961886736 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84961886736&doi=10.1016%2fj.enconman.2016.03.074&partnerID=40&md5=dc958985a471892ee4825c44a1882d6a https://irepository.uniten.edu.my/handle/123456789/22707 118 32 43 Elsevier Ltd Scopus |
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| description |
Algorithms; Costs; Evolutionary algorithms; Flow of water; Life cycle; Meteorology; Multiobjective optimization; Optimization; Probability; Pumping plants; Pumps; Solar power generation; Differential Evolution; Lifecycle costs; Meteorological data; Multi-objective differential evolution algorithms; Objective functions; Photovoltaic; Photovoltaic water pumping; Solar waters; Loss of load probability |
| author2 |
56728928200 |
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56728928200 Muhsen D.H. Ghazali A.B. Khatib T. |
| format |
Article |
| author |
Muhsen D.H. Ghazali A.B. Khatib T. |
| spellingShingle |
Muhsen D.H. Ghazali A.B. Khatib T. Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system |
| author_sort |
Muhsen D.H. |
| title |
Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system |
| title_short |
Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system |
| title_full |
Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system |
| title_fullStr |
Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system |
| title_full_unstemmed |
Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system |
| title_sort |
multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system |
| publisher |
Elsevier Ltd |
| publishDate |
2023 |
| _version_ |
1806425491513540608 |
| score |
13.214268 |