Hybrid Fuzzy Fractional-Order PID-Based Speed Control for Brushless DC Motor

被引:10
|
作者
Mohammed Eltoum, M. [1 ]
Hussein, A. [2 ]
Abido, M. A. [2 ,3 ]
机构
[1] King Fahd Univ Petr & Minerals, Syst Engn Dept, Dhahran, Saudi Arabia
[2] King Fahd Univ Petr & Minerals, Elect Engn Dept, Dhahran, Saudi Arabia
[3] KA CARE Energy Res Innovat Ctr ERIC, Dhahran, Saudi Arabia
关键词
Brushless DC (BLDC) motor; Fractional-order PID (FOPID); Fuzzy control; Harmony Search (HS); Speed control; HARMONY SEARCH; ALGORITHM; OPTIMIZATION;
D O I
10.1007/s13369-020-05262-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This article presents a novel hybrid control scheme for speed control of Brushless DC (BLDC) motor by simultaneously controlling BLDC motor reference current and inverter DC bus voltage. A fractional-order PID (FOPID) controller is employed to control BLDC motor reference current while a fuzzy logic controller manipulates the inverter DC bus voltage. A modified harmony search (HS) metaheuristic technique is developed for FOPID controller parameters tuning. Three different operating conditions are applied to test the motor, including no-load operation, varying load operation, and varying speed operation to verify the proposed controller's effectiveness. Furthermore, the proposed hybrid control strategy has been compared to Fuzzy-based and FOPID-based speed control schemes. The obtained results confirm that the proposed control scheme provides better and accurate speed control over a wide range of speeds. Also, the proposed controller decreases the torque ripples under different operating conditions.
引用
收藏
页码:9423 / 9435
页数:13
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