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An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading

文献类型：期刊论文

作者Li, Hong1; Yang, Duo2; Su, Wenzhe1; Lu, Jinhu3,4,5,6; Yu, Xinghuo7
刊名IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
出版日期2019
卷号66期号:1页码:265-275
关键词Maximum power point tracking (MPPT) particle swarm optimization (PSO) partial shading conditions (PSCs) solar photovoltaic (PV) systems
ISSN号0278-0046
DOI10.1109/TIE.2018.2829668
英文摘要Solar photovoltaic (PV) systems under partial shading conditions (PSCs) have a nonmonotonic P-V characteristic with multiple local maximum power points, which makes the existing maximum power point tracking (MPPT) algorithms unsatisfactory performance for global MPPT, if not invalid. This paper proposes a novel overall distribution (OD) MPPT algorithm to rapidly search the area near the global maximum power points, which is further integrated with the particle swarm optimization (PSO) MPPT algorithm to improve the accuracy of MPPT. Through simulations and experimentations, the higher effectiveness and accuracy of the proposed OD-PSO MPPT algorithm in solar PV systems is demonstrated in comparison to two existing artificial intelligence MPPT algorithms.
资助项目National Key Research and Development Program of China[2016YFB0800401] ; General Programs of the National Natural Science Foundation of China[51577010] ; General Programs of the National Natural Science Foundation of China[51777012] ; General Programs of the National Natural Science Foundation of China[61621003] ; General Programs of the National Natural Science Foundation of China[61532020] ; Fundamental Research Funds for the Central Universities[2017JBM054]
WOS研究方向Automation & Control Systems ; Engineering ; Instruments & Instrumentation
语种英语
WOS记录号WOS:000443894700026
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/30920]  
专题系统科学研究所
通讯作者Li, Hong
作者单位1.Beijing Jiaotong Univ, Sch Elect Engn, Beijing 100044, Peoples R China
2.Railway Sci Corp Ltd, China Acad, Beijing 100081, Peoples R China
3.Beihang Univ, Sch Automat Sci & Elect Engn, State Key Lab Software Dev Environm, Beijing 100083, Peoples R China
4.Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Machine, Beijing 100083, Peoples R China
5.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
6.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
7.RMIT Univ, Melbourne, Vic 3000, Australia
推荐引用方式
GB/T 7714		 Li, Hong,Yang, Duo,Su, Wenzhe,et al. An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2019,66(1):265-275.
APA Li, Hong,Yang, Duo,Su, Wenzhe,Lu, Jinhu,&Yu, Xinghuo.(2019).An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,66(1),265-275.
MLA Li, Hong,et al."An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading".IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 66.1(2019):265-275.

入库方式： OAI收割

来源：数学与系统科学研究院

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