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Finite Frequency Fuzzy H∞Control for Uncertain Active Suspension Systems With Sensor Failure 被引量:5

Finite Frequency Fuzzy H_∞ Control for Uncertain Active Suspension Systems With Sensor Failure
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摘要 This paper investigates the problem of finite frequency fuzzy H_∞ control for uncertain active vehicle suspension systems, in which sensor failure is taken into account. TakagiSugeno(T-S) fuzzy model is established for considered suspension systems. In order to describe the sensor fault effectively, a corresponding model is introduced. A vital performance index,H_∞ performance, is utilized to measure the drive comfort. In the framework of Kalman-Yakubovich-Popov theory, the H_∞ norm from external perturbation to controlled output is optimized effectively in the frequency domain of 4 Hz-8 Hz to enhance ride comfort level. Meanwhile, three suspension constrained requirements, i.e., ride comfort level, manipulation stability,suspension deflection are also guaranteed. Furthermore, sufficient conditions are developed to design a fuzzy controller to guarantee the desired performance of active suspension systems. Finally, the proposed control scheme is applied to a quarter-vehicle active suspension, and simulation results are given to illustrate the effectiveness of the proposed approach. This paper investigates the problem of finite frequency fuzzy H∞ control for uncertain active vehicle suspension systems, in which sensor failure is taken into account. TakagiSugeno(T-S) fuzzy model is established for considered suspension systems. In order to describe the sensor fault effectively, a corresponding model is introduced. A vital performance index,H∞ performance, is utilized to measure the drive comfort. In the framework of Kalman-Yakubovich-Popov theory, the H∞ norm from external perturbation to controlled output is optimized effectively in the frequency domain of 4 Hz-8 Hz to enhance ride comfort level. Meanwhile, three suspension constrained requirements, i.e., ride comfort level, manipulation stability,suspension deflection are also guaranteed. Furthermore, sufficient conditions are developed to design a fuzzy controller to guarantee the desired performance of active suspension systems. Finally, the proposed control scheme is applied to a quarter-vehicle active suspension, and simulation results are given to illustrate the effectiveness of the proposed approach.
出处 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2018年第4期777-786,共10页 自动化学报(英文版)
基金 partially supported by the National Natural Science Foundation of China(61622302,61673072,61573070) Guangdong Natural Science Funds for Distinguished Young Scholar(2017A030306014) the Department of Education of Guangdong Province(2016KTSCX030) the Department of Education of Liaoning Province(LZ2017001)
关键词 Active vehicle suspension systems finite frequency control sensor failure Takagi-Sugeno fuzzy model Active vehicle suspension systems finite frequency control sensor failure Takagi-Sugeno fuzzy model
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