JOURNAL ARTICLE

Adaptive Event-Triggered Fuzzy Control for Uncertain Active Suspension Systems

Hongyi LiZhenxing ZhangHuaicheng YanXiangpeng Xie

Year: 2018 Journal:   IEEE Transactions on Cybernetics Vol: 49 (12)Pages: 4388-4397   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This paper studies the adaptive event-triggered fuzzy control issue for active vehicle suspension systems with uncertainties. Takagi-Sugeno fuzzy model is applied for considered systems. In the process of designing controller, a crucial problem, actuator failure, is taken into account. An adaptive event-triggered mechanism is adopted to economize limited communication resource. Compared with the traditional event-triggered scheme with a constant threshold, the adaptive event-triggered mechanism can save more resource effectively. Based on Lyapunov stability theory, an adaptive event-triggered fuzzy control approach is proposed to guarantee the desired performance. Meanwhile, suspension constrained requirements are also ensured. Finally, simulation examples are presented to testify the feasibility of the approach proposed in this paper.

Keywords:
Control theory (sociology) Fuzzy logic Actuator Computer science Active suspension Suspension (topology) Adaptive control Fuzzy control system Event (particle physics) Controller (irrigation) Control engineering Lyapunov stability Lyapunov function Process (computing) Scheme (mathematics) Control (management) Engineering Mathematics Artificial intelligence Nonlinear system

Metrics

273
Cited By
29.64
FWCI (Field Weighted Citation Impact)
37
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Vibration Control and Rheological Fluids
Physical Sciences →  Engineering →  Civil and Structural Engineering
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Vehicle Dynamics and Control Systems
Physical Sciences →  Engineering →  Automotive Engineering

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