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

Authors :
A Mohammed Eltoum, M.
Hussein, A.
Abido, M. A.
Source :
Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ). Oct2021, Vol. 46 Issue 10, p9423-9435. 13p.
Publication Year :
2021

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
2193567X
Volume :
46
Issue :
10
Database :
Academic Search Index
Journal :
Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. )
Publication Type :
Academic Journal
Accession number :
152422767
Full Text :
https://doi.org/10.1007/s13369-020-05262-3