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A controller design method based on the integration of structure search and parameter optimization

Authors :
Kan Yang
Zhaolei Wang
Pengpeng Guo
Qing Li
Source :
Advances in Mechanical Engineering, Vol 16 (2024)
Publication Year :
2024
Publisher :
SAGE Publishing, 2024.

Abstract

For the controller structure design problem, a controller design method based on the integration of structure search and parameter optimization is proposed with the idea of ENAS, which automates the controller structure design work, and searches for the most suitable controller structure and completes the parameter optimization in a relatively short time. The simulation study with the galvano scanner as the controlled plant shows that the number of iterations and the consumption time of the method are only 15% of the traditional method in achieving the same performance compared with the traditional design method.

Details

Language :
English
ISSN :
16878140 and 16878132
Volume :
16
Database :
Directory of Open Access Journals
Journal :
Advances in Mechanical Engineering
Publication Type :
Academic Journal
Accession number :
edsdoj.65de4c105588407ca3b797011347226b
Document Type :
article
Full Text :
https://doi.org/10.1177/16878132231223387