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

被引:0
|
作者
M. A Mohammed Eltoum
A. Hussein
M. A. Abido
机构
[1] King Fahd University of Petroleum and Minerals,System Engineering Department
[2] King Fahd University of Petroleum and Minerals,Electrical Engineering Department
[3] K.A.CARE Energy Research & Innovation Center (ERIC),undefined
关键词
Brushless DC (BLDC) motor; Fractional-order PID (FOPID); Fuzzy control; Harmony Search (HS); Speed control;
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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.
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页码:9423 / 9435
页数:12
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