LAPSE:2023.13369
Published Article
LAPSE:2023.13369
Harris Hawks Optimization-Based Algorithm for STATCOM Voltage Regulation of Offshore Wind Farm Grid
Ping-Kui Wang, Yu-Jen Liu, Jun-Tinn Lin, Zen-Wei Wang, Hsu-Chih Cheng, Bo-Xuan Huang, Gary W. Chang
March 1, 2023
Abstract
Wind energy is among the fastest-growing electric energy resources worldwide. As the electric power generated by wind turbines (WTs) varies, the WT-connected bus voltage fluctuates. This paper presents a study on implementing a swarm-based proportional and integral (PI) controller for GTO-STATCOM voltage regulator to mitigate the voltage fluctuation caused by the output variations of an offshore wind farm. The proposed swarm-based algorithm for the PI controller is Harris Hawks Optimization (HHO). Simulation results obtained by the HHO algorithm are compared with three other swarm-based algorithms and show that STATCOM with HHO-based PI controller can effectively regulate the WT-connected bus voltage under different wind power output conditions. It shows that the STATCOM compensation performance of the proposed algorithm is superior to that of the compared solutions in maintaining the stable WT-connected bus voltage.
Keywords
reactive power compensation, STATCOM, swarm intelligence-based optimization algorithm, voltage fluctuation
Suggested Citation
Wang PK, Liu YJ, Lin JT, Wang ZW, Cheng HC, Huang BX, Chang GW. Harris Hawks Optimization-Based Algorithm for STATCOM Voltage Regulation of Offshore Wind Farm Grid. (2023). LAPSE:2023.13369
Author Affiliations
Wang PK: Department of Electrical Engineering, National Chung Cheng University, Chia-Yi 621, Taiwan
Liu YJ: Department of Electrical Engineering, National Chung Cheng University, Chia-Yi 621, Taiwan
Lin JT: Department of Electrical Engineering, National Chung Cheng University, Chia-Yi 621, Taiwan
Wang ZW: Facility Department, Taiwan Semiconductor Manufacturing Company, Tainan 741, Taiwan
Cheng HC: Department of Electrical Engineering, National Chung Cheng University, Chia-Yi 621, Taiwan
Huang BX: Department of Electrical Engineering, National Chung Cheng University, Chia-Yi 621, Taiwan
Chang GW: Department of Electrical Engineering, National Chung Cheng University, Chia-Yi 621, Taiwan
Journal Name
Energies
Volume
15
Issue
9
First Page
3003
Year
2022
Publication Date
2022-04-20
ISSN
1996-1073
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PII: en15093003, Publication Type: Journal Article
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LAPSE:2023.13369
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https://doi.org/10.3390/en15093003
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