Optimal control of the electro-hydraulic actuator for variable pitch variable speed wind turbine: Performance enrichment

被引:0
|
作者
Alemu, Mahideremariam [1 ]
Ayenew, Endalew [2 ,3 ]
机构
[1] Debre Berhan Univ, Debre Berhan, Ethiopia
[2] Adama Sci & Technol Univ, Sch Elect Engn & Comp, Dept Elect Power & Control Engn, Adama, Ethiopia
[3] Adama Sci & Technol Univ, Sch Elect Engn & Comp, Dept Elect Power & Control Engn, POB 1888, Adama, Ethiopia
关键词
Hydraulic actuator; blade pitch angle; wind turbine; GA-FOPID; GA-PID; ANGLE CONTROL;
D O I
10.1177/0309524X231202765
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The wind energy generation system is complex because of varying wind speeds and its control systems to improve its ability of energy harvesting. This paper considers a hydraulic actuator-based variable-pitch angle control of a 1.5 MW wind turbine. The existing control systems of the pitch mechanism of the wind turbines are complex and bulky size. This study applied Genetic Algorithm based Proportional Integral Derivative Controller (GA-PID), Fractional Order Proportional Integral Derivative (FOPID), and Genetic Algorithm based Fractional Order Proportional Integral Derivative (GA-FOPID) controllers to adjust the pitch angle of the wind turbine blade. The performance of GA-FOPID, FOPID, and GA-PID controlled pitch angle is compared by considering different wind speeds. The GA-FOPID controller reduced the variation in mechanical power to 0.08% concerning the rated value and the variation in mechanical torque to 1.51% in comparison to the rated value. Therefore, the GA-FOPID controller shows better performance than the conventional PID.
引用
收藏
页码:65 / 81
页数:17
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