Design and Verification of the LQR Controller Based on Fuzzy Logic for Large Wind Turbine

Citations

WEB OF SCIENCE

31
Citations

SCOPUS

34

초록

In this study, a linear quadratic regulator based on the fuzzy logic (LQRF) control algorithm for a variable-speed variable-pitch wind turbine was designed. In addition, to verify the optimum performance of the controller, simulations and wind tunnel tests were conducted. In the simulation, the performances of the proportional-integral (PI) and LQRF algorithms were compared in the transition region and the rated power region. In the wind tunnel test, the applicability of the LQRF algorithm was verified by comparing it with the conventional PI algorithms. The results showed that when compared with the PI control, the proposed LQRF control reduced the tower vibration by up to 12.50% depending on the operating region. Furthermore, the power deviation was reduced by 38.93%. These tests confirmed that the proposed LQRF control increases the power performance and structural stability of wind turbines compared with conventional PI controls.

키워드

variable speed variable pitch (VSVP); linear quadratic regulator (LQR); fuzzy logic; wind turbine scaled model; wind tunnel test; POWER; ANFIS
제목
Design and Verification of the LQR Controller Based on Fuzzy Logic for Large Wind Turbine
저자
Jeon, Taesu; Paek, Insu
DOI
10.3390/en14010230
발행일
2021-01
유형
Article
저널명
Energies
권
14
호
1