Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review

被引:177
作者
Ridha, Hussein Mohammed [1 ,2 ]
Gomes, Chandima [3 ]
Hizam, Hashim [1 ,2 ]
Ahmadipour, Masoud [1 ,2 ]
Heidari, Ali Asghar [4 ,5 ]
Chen, Huiling [6 ]
机构
[1] Univ Putra Malaysia, Dept Elect & Elect Engn, Fac Engn, Serdang 43400, Malaysia
[2] Univ Putra Malaysia, Adv Lightning Power & Energy Res, Fac Engn, Serdang 43400, Malaysia
[3] Univ Witwatersrand, Sch Elect & Informat Engn, 1 Jan Smuts Ave, ZA-2000 Johannesburg, South Africa
[4] Univ Tehran, Sch Surveying & Geospatial Engn, Coll Engn, Tehran, Iran
[5] Natl Univ Singapore, Sch Comp, Dept Comp Sci, Singapore, Singapore
[6] Wenzhou Univ, Dept Comp Sci & Artificial Intelligence, Wenzhou 325035, Peoples R China
关键词
Standalone PV system; Off-grid; Evaluation criteria; Optimization methods; Multi-criteria decision making; Storage battery; RENEWABLE ENERGY-SYSTEMS; LEAD-ACID-BATTERIES; REMOTE HOUSING ELECTRIFICATION; GRID RURAL ELECTRIFICATION; ALONE PV-SYSTEMS; SOLAR PV; SIZING METHODOLOGIES; ECONOMIC-ANALYSIS; EVOLUTIONARY ALGORITHM; MPPT TECHNIQUES;
D O I
10.1016/j.rser.2020.110202
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Standalone photovoltaic (SAPV) systems have been considered as promising and fast development renewable energy sources due to free-noise, easy availability, and low-cost, especially for remote areas. However, the main disadvantages of these systems are low energy conversion and high capital cost. Therefore, many factors should be considered before installing the SAPV systems such as types of PV panels and configurations, mathematical models of PV module, storage battery, environmental criteria, sizing method based on techno-economic objectives, and selection the final optimum configuration. The goals of this paper are to presents a comprehensive review of the recent development in designing SAPV systems based on multi-objective optimization (MOO) and multi-criteria decision-making (MCDM) methodologies, including the mathematical models used in estimating the output power of the PV module and storage battery are also presented. Finally, the techno-economic criteria for assessing the performance of the SAPV system are considered. This will help the designers and customers to choose the most suitable design before installing the SAPV system. For supplementary resources and further discussions, please refer to the devoted homepage at http://aliasgharheidari.com.
引用
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页数:23
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