Fuzzy Adaptive Control for Nonlinear Suspension Systems Based on a Bioinspired Reference Model With Deliberately Designed Nonlinear Damping

被引:50
作者
Li, Jingying [1 ,2 ]
Jing, Xingjian [1 ]
Li, Zhengchao [1 ,3 ]
Huang, Xianlin [2 ]
机构
[1] Hong Kong Polytech Univ, Dept Mech Engn, Hung Hom, Hong Kong, Peoples R China
[2] Harbin Inst Technol, Ctr Control Theory & Guidance Technol, Harbin 150006, Heilongjiang, Peoples R China
[3] Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150006, Heilongjiang, Peoples R China
关键词
Active suspension control systems; bioinspired nonlinear dynamics; energy efficiency; fuzzy adaptive control; nonlinear damping design; FREQUENCY-DOMAIN ANALYSIS; TRACKING CONTROL; VIBRATION ISOLATOR; MULTIAGENT SYSTEMS; VEHICLE; STIFFNESS; CONSENSUS;
D O I
10.1109/TIE.2018.2884219
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a bioinspired reference model based fuzzy adaptive tracking control for active suspension systems. A general bioinspired nonlinear structure, which can present ideal nonlinear quasi-zero stiffness for vibration isolation, is adopted as tracking reference model. Fuzzy logic systems are used to approximate unknown nonlinear terms in nonlinear suspension systems. Particularly, a nonlinear damping is designed to improve damping characteristics of the bioinspired reference model. With beneficial nonlinear stiffness and improved nonlinear damping of the bioinspired reference model, the proposed fuzzy adaptive controller can effectively suppress vibration of suspension systems with less actuator force and much improved ride comfort, thus energy saving performance can be achieved. Finally, a quarter-vehicle active suspension system with considering payload uncertainties, general disturbance, and actuator saturation is provided for evaluating the validity and superiority of the bioinspired nonlinear dynamics based fuzzy adaptive control approach proposed in this paper.
引用
收藏
页码:8713 / 8723
页数:11
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