Research on variable universe fuzzy PID control for semi-active suspension with CDC dampers based on dynamic adjustment functions

被引:1
|
作者
Ji, Guanggang [1 ,2 ]
Zhang, Lidong [1 ]
Cai, Mingda [1 ]
Meng, Xianke [1 ]
Du, Zhengyu [1 ]
Ruan, Jiuhong [1 ]
Guan, Shenhao [1 ]
Liu, Zhiwen [1 ]
机构
[1] Shandong Jiaotong Univ, Sch Rail Transportat, Jinan 250000, Peoples R China
[2] Shijiazhuang Tiedao Univ, State Key Lab Mech Behav & Syst Safety Traff Engn, Shijiazhuang 050043, Peoples R China
基金
中国国家自然科学基金;
关键词
VEHICLE; SYSTEM;
D O I
10.1038/s41598-024-54152-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The vehicle suspension system is a complex system with multiple variables, nonlinearity and time-varying characteristics, and the traditional variable universe fuzzy PID control algorithm has the problems of over-reliance on expert experience and non-adaptive adjustment of the contracting-expanding factor parameters, which make it difficult to achieve a better control effect. In this paper, the system error e(t) and its change rate ec(t) are introduced into the contracting-expanding factor as dynamic parameters to realize the adaptive adjustment of the contracting-expanding factor parameters, and propose a variable universe fuzzy PID control based on dynamic adjustment functions (VUFP-DAF), which uses the real-time contracting-expanding factor to realize the adaptive adjustment of the fuzzy universe, so as to improve the ride comfort of vehicles. The research results show that the proposed VUFP-DAF has strong adaptability and can effectively improve the ride comfort and handling stability of vehicles under different speeds and road excitations, providing a certain technical basis for the development of the semi-active suspension system.
引用
收藏
页数:16
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