H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory
When the wind speed is above the rated value, the output power of the wind turbine should be maintained at the rated value in order to prevent the power generation system from overheating. In addition, the natural wind speed will fluctuate randomly in a large range of values, making the traditional...
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University of Slavonski Brod, Mechanical Engineering Faculty in Slavonski Brod
2023
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my.unimas.ir.438812023-12-26T08:53:56Z http://ir.unimas.my/id/eprint/43881/ H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory Shengsheng, Qin Sze Song, Ngu Chaoqun, ZHANG Hui, CAI Yujian, CHEN Ruiqi, CHEN Tingxuan, LIU TK Electrical engineering. Electronics Nuclear engineering When the wind speed is above the rated value, the output power of the wind turbine should be maintained at the rated value in order to prevent the power generation system from overheating. In addition, the natural wind speed will fluctuate randomly in a large range of values, making the traditional control effect not ideal. This paper presents a novel H-infinity (H∞) pitch control strategy for Wind Turbine Generators (WTGs), which can make the rotor speed and output power constant when the wind speed changes in a large range. In order to shorten response time and reduce overshoot, in the specific solution, the control method combines the H∞ theory and the Takagi- Sugeno (T-S) fuzzy theory. Firstly, the linearized models of several operating points were obtained with the T-S fuzzy theory. Then, a robust controller was designed for each linear sub-system based on the H∞ control theory. Furthermore, the controllers of the sub-systems were superimposed into a global controller for the entire system through the membership function. Finally, modeling and simulation were carried out in MATLAB/SIMULINK. The simulation results show that when the wind speed changes above the rated speed, the rotor speed can be maintained at the rated value, and the output power also can be maintained at the rated value. Compared with the optimal control, the response speed of this method is faster and the overshoot is smaller. It provides a new idea for the pitch angle control of wind turbine. University of Slavonski Brod, Mechanical Engineering Faculty in Slavonski Brod 2023-08-31 Article PeerReviewed text en http://ir.unimas.my/id/eprint/43881/1/TV_30_2023_5_1387-1396.pdf Shengsheng, Qin and Sze Song, Ngu and Chaoqun, ZHANG and Hui, CAI and Yujian, CHEN and Ruiqi, CHEN and Tingxuan, LIU (2023) H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory. Tehnicki Vjesnik-Technical Gazette, 30 (5). pp. 1387-1396. ISSN 1848-6339 https://hrcak.srce.hr/file/444161 10.17559/TV-20230320000458 |
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TK Electrical engineering. Electronics Nuclear engineering Shengsheng, Qin Sze Song, Ngu Chaoqun, ZHANG Hui, CAI Yujian, CHEN Ruiqi, CHEN Tingxuan, LIU H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory |
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When the wind speed is above the rated value, the output power of the wind turbine should be maintained at the rated value in order to prevent the power generation system from overheating. In addition, the natural wind speed will fluctuate randomly in a large range of values, making the traditional control effect not ideal. This paper presents a novel H-infinity (H∞) pitch control strategy for Wind Turbine Generators (WTGs), which can make the rotor speed and output power constant when the wind speed changes in a large range. In order to shorten response time and reduce overshoot, in the specific solution, the control method combines the H∞ theory and the Takagi-
Sugeno (T-S) fuzzy theory. Firstly, the linearized models of several operating points were obtained with the T-S fuzzy theory. Then, a robust controller was designed for each
linear sub-system based on the H∞ control theory.
Furthermore, the controllers of the sub-systems were superimposed into a global controller for the entire system through the membership function. Finally, modeling and simulation were carried out in MATLAB/SIMULINK. The simulation results show that when the wind speed changes above the rated speed, the rotor speed can be maintained at the rated value, and the output power also can be maintained at the rated value. Compared with the optimal control,
the response speed of this method is faster and the overshoot is smaller. It provides a new idea for the pitch angle control of wind turbine. |
format |
Article |
author |
Shengsheng, Qin Sze Song, Ngu Chaoqun, ZHANG Hui, CAI Yujian, CHEN Ruiqi, CHEN Tingxuan, LIU |
author_facet |
Shengsheng, Qin Sze Song, Ngu Chaoqun, ZHANG Hui, CAI Yujian, CHEN Ruiqi, CHEN Tingxuan, LIU |
author_sort |
Shengsheng, Qin |
title |
H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory |
title_short |
H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory |
title_full |
H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory |
title_fullStr |
H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory |
title_full_unstemmed |
H-infinity Variable-Pitch Control for Wind Turbines Based on Takagi-Sugeno Fuzzy Theory |
title_sort |
h-infinity variable-pitch control for wind turbines based on takagi-sugeno fuzzy theory |
publisher |
University of Slavonski Brod, Mechanical Engineering Faculty in Slavonski Brod |
publishDate |
2023 |
url |
http://ir.unimas.my/id/eprint/43881/1/TV_30_2023_5_1387-1396.pdf http://ir.unimas.my/id/eprint/43881/ https://hrcak.srce.hr/file/444161 |
_version_ |
1787140550818791424 |