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

journal contribution
posted on 2024-11-02, 10:19 authored by Hong Li, Duo Yang, Wenzhe Su, Jinhu Lu, Xinghuo YuXinghuo Yu
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.

Funding

Engineering evolving complex network systems through structure intervention

Australian Research Council

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History

Journal

IEEE Transactions on Industrial Electronics

Volume

66

Number

8345715

Issue

1

Start page

265

End page

275

Total pages

11

Publisher

IEEE

Place published

United States

Language

English

Copyright

© 2018 IEEE.

Former Identifier

2006092211

Esploro creation date

2020-06-22

Fedora creation date

2019-07-18

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