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A multi-motor speed synchronization control enhanced by artificial bee colony algorithm

Authors :
He Wang
Hualong Du
Qiuyu Cui
Pengfei Lui
Xin Ma
Source :
Measurement + Control, Vol 56 (2023)
Publication Year :
2023
Publisher :
SAGE Publishing, 2023.

Abstract

Relative coupling control (RCC) structure is widely used for multi-motor speed synchronization control. To improve the performance of multi-motor synchronous control, artificial bee colony (ABC) algorithm is developed and applied for enhancing RCC structure. The RCC structure optimized by the ABC algorithm is called the RCC-ABC structure. In the RCC-ABC structure, the ABC algorithm optimizes both the fixed compensation factor in the speed compensator and the parameters of the PID controller acting as a tracking controller. Simulation experiments based on a four-motor system are conducted to validate the efficiency of the RCC-ABC structure. Simulation results show that the RCC-ABC structure has better synchronization and tracking performance compared to the RCC structure.

Details

Language :
English
ISSN :
00202940
Volume :
56
Database :
Directory of Open Access Journals
Journal :
Measurement + Control
Publication Type :
Academic Journal
Accession number :
edsdoj.3e512b59f6142869980164765a610ee
Document Type :
article
Full Text :
https://doi.org/10.1177/00202940221122160