Efficacious pitch angle control of variable-speed wind turbine using fuzzy based predictive controller
Atif Iqbal, Deng Ying, Adeel Saleem, Muhammad Aftab Hayat, Kashif Mehmood
The Wind energy is more reliable and speedier growing, among the renewable energy resources, due to the world environment challenges as well as increasing demand for energy. The wind turbine system's stability is cumbersome due to the uneven distribution of wind. Centrifugal and gravitational loads on the blades of a wind turbine creates weariness, resultantly decreases the power output along with the life of the equipment. Therefore, the need for a pitch angle control that can reduce the loading effect in addition to provide maximal power output. This paper proposes the fuzzy based model-predictive controller of pitch angle control to minimize the loading effect on wind turbine by limiting power output and rotor speed to its rated value as well as to maximize the extracted power output as compared to other techniques. The fuzzy logic controller works very efficiently by encountering the system's non-linearity while model predictive controller helps the system to become more stable and efficient. The superiority of prescribed controller is verified by comparing it with PI controller. The proposed model has been tested in MATLAB/Simulink using a 3MW wind turbine system.
Year of publication: |
2020
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Authors: | Iqbal, Atif ; Ying, Deng ; Saleem, Adeel ; Hayat, Muhammad Aftab ; Mehmood, Kashif |
Published in: |
Energy reports. - Amsterdam [u.a.] : Elsevier, ISSN 2352-4847, ZDB-ID 2814795-9. - Vol. 6.2020, 2, p. 423-427
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Subject: | Pitch-angle control | PMC fuzzy controller | Power output | Wind turbine | Windenergieanlage | Fuzzy-Set-Theorie | Fuzzy sets | Windenergie | Wind energy | Kontrolle | Control |
Saved in:
freely available
Type of publication: | Article |
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Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal ; Konferenzbeitrag ; Conference paper |
Language: | English |
Other identifiers: | 10.1016/j.egyr.2019.11.097 [DOI] hdl:10419/243911 [Handle] |
Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012181041