Fuzzy PID Control of Single Chamber Semi active Hydro-pneumatic Suspension Based on GA Optimization

Xingchen Zhu*, Jifu Guan, Zhendong Liu, Yilin Li, Rubai Yang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Semi active hydro-pneumatic suspension can improve the road support and ride comfort of the suspension system while considering manufacturing costs. Single chamber hydro-pneumatic suspension can achieve the purpose of adjusting damping force by adjusting the volume of hydro-pneumatic, and can reliably control semi-active suspension systems in practical engineering. This article first establishes a nonlinear mathematical model of a single chamber hydro-pneumatic suspension, and uses the designed fuzzy PID control to control the single chamber hydro-pneumatic suspension system. It was found that due to the dependence on expert experience in fuzzy PID control, the control effect is not significant. To improve the control effect, genetic algorithm is used to optimize the fuzzy PID correction coefficient and quantization factor, and control the single chamber hydro-pneumatic suspension. The dynamic simulation software Matlab/Simulink is applied for simulation. The simulation results show that when the simulated vehicle is driving on a D-level road at a speed of 12.5 m/s, the semi-active hydro-pneumatic suspension under fuzzy PID control after genetic optimization is superior to traditional passive hydro-pneumatic suspension in attenuating vehicle vibration and improving vehicle smoothness.

源语言英语
主期刊名Proceedings of the 43rd Chinese Control Conference, CCC 2024
编辑Jing Na, Jian Sun
出版商IEEE Computer Society
792-797
页数6
ISBN(电子版)9789887581581
DOI
出版状态已出版 - 2024
活动43rd Chinese Control Conference, CCC 2024 - Kunming, 中国
期限: 28 7月 202431 7月 2024

出版系列

姓名Chinese Control Conference, CCC
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议43rd Chinese Control Conference, CCC 2024
国家/地区中国
Kunming
时期28/07/2431/07/24

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引用此

Zhu, X., Guan, J., Liu, Z., Li, Y., & Yang, R. (2024). Fuzzy PID Control of Single Chamber Semi active Hydro-pneumatic Suspension Based on GA Optimization. 在 J. Na, & J. Sun (编辑), Proceedings of the 43rd Chinese Control Conference, CCC 2024 (页码 792-797). (Chinese Control Conference, CCC). IEEE Computer Society. https://doi.org/10.23919/CCC63176.2024.10661756