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The Improved Particle Swarm Optimization Method: An Efficient Parameter Tuning Method with the Tuning Parameters of a Dual-Motor Active Disturbance Rejection Controller

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成果类型:
期刊论文
作者:
Deng, Yi;Zhu, Jiying;Liu, Hai
通讯作者:
Liu, H
作者机构:
[Deng, Yi; Zhu, Jiying; Liu, Hai] Wuhan Text Univ, Sch Elect & Elect Engn, Wuhan 430200, Peoples R China.
[Deng, Yi] Wuhan Text Univ, State Key Lab New Text Mat & Adv Proc Technol, Wuhan 430200, Peoples R China.
[Liu, Hai] Cent China Normal Univ, Fac Artificial Intelligence Educ, 152 Luoyu Rd, Wuhan 430079, Peoples R China.
通讯机构:
[Liu, H ] W
Wuhan Text Univ, Sch Elect & Elect Engn, Wuhan 430200, Peoples R China.
Cent China Normal Univ, Fac Artificial Intelligence Educ, 152 Luoyu Rd, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
dual-motor coupling;IPM;ADRC;permanent magnet synchronous motor (PMSM)
期刊:
Sensors
ISSN:
1424-3210
年:
2023
卷:
23
期:
20
页码:
8605-
基金类别:
The authors are grateful to the editor and anonymous reviewers for their valuable and insightful suggestions. This research was supported by Wuhan Textile University, which was funded by the Research and development of a dual-motor drive control system (226011).
机构署名:
本校为通讯机构
摘要:
Dual-motor control systems require high synchronization maintenance. Active disturbance rejection controllers (ADRC), renowned for their exceptional immunity to interference, rapid response time, and robustness, have gained widespread adoption as a prominent control strategy. The stability of the dual-motor system can be enhanced by employing an ADRC. However, setting ADRC parameters is challenging. This paper proposes an improved particle swarm optimization method (IPM) to alleviate the difficulty in parameter setting. We initially developed a simplified dual-motor ADRC model that includes cu...

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