KMS Of Academy of mathematics and systems sciences, CAS
An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading | |
Li, Hong1; Yang, Duo2; Su, Wenzhe1; Lu, Jinhu3,4,5,6; Yu, Xinghuo7 | |
2019 | |
发表期刊 | IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS |
ISSN | 0278-0046 |
卷号 | 66期号:1页码:265-275 |
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. |
关键词 | Maximum power point tracking (MPPT) particle swarm optimization (PSO) partial shading conditions (PSCs) solar photovoltaic (PV) systems |
DOI | 10.1109/TIE.2018.2829668 |
语种 | 英语 |
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 |
WOS类目 | Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation |
WOS记录号 | WOS:000443894700026 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | 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. |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论