A Novel HPPD-Type Fuzzy Switching Control Scheme of Active Vehicle Suspension Systems

In this article, we propose a novel fuzzy control scheme to enhance the ride comfort of active vehicle suspension systems (AVSSs). To begin, Takagi–Sugeno fuzzy theory is employed to address uncertainty in AVSSs. Second, a novel fuzzy controller based on the homogeneous polynomially parameter-dependent (HPPD) technique is developed, which can operate using an effective switching mechanism. The combination of the HPPD technique and switching greatly enhances the flexibility of fuzzy controllers. On this premise, the Lyapunov function with HPPD matrices is employed to provide an enhanced control strategy, which effectively improves the ride comfort performance of the AVSSs. Finally, the proposed scheme's effectiveness is demonstrated by the simulation and hardware-in-the-loop experiments.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Fuzzy Systems
Published
2024-08-29
DOI
https://doi.org/10.1109/tfuzz.2024.3449893
Citations
9
Primary Topic
Vehicle Dynamics and Control Systems
Type
article
Field-Weighted Citation Impact
1.83

Funders

Controls
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article

A Novel HPPD-Type Fuzzy Switching Control Scheme of Active Vehicle Suspension Systems

Jiayue Sun, Yunshuai Ren, Xiangpeng Xie, Xiao-Ming Wu
9 citations
IEEE Transactions on Fuzzy Systems
Vehicle Dynamics and Control Systems
1.83
article

A Novel HPPD-Type Fuzzy Switching Control Scheme of Active Vehicle Suspension Systems

Jiayue Sun, Yunshuai Ren, Xiangpeng Xie, Xiao-Ming Wu
article en
9 citations

Abstract

In this article, we propose a novel fuzzy control scheme to enhance the ride comfort of active vehicle suspension systems (AVSSs). To begin, Takagi–Sugeno fuzzy theory is employed to address uncertainty in AVSSs. Second, a novel fuzzy controller based on the homogeneous polynomially parameter-dependent (HPPD) technique is developed, which can operate using an effective switching mechanism. The combination of the HPPD technique and switching greatly enhances the flexibility of fuzzy controllers. On this premise, the Lyapunov function with HPPD matrices is employed to provide an enhanced control strategy, which effectively improves the ride comfort performance of the AVSSs. Finally, the proposed scheme's effectiveness is demonstrated by the simulation and hardware-in-the-loop experiments.

IEEE Transactions on Fuzzy SystemsVol. 32(11)
Qilu University of Technology (CN), Sichuan University (CN), Nanjing University of Posts and Telecommunications (CN), Shandong Academy of Sciences (CN), Northeastern University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 15%
Vehicle Dynamics and Control Systems
1.83
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A Novel HPPD-Type Fuzzy Switching Control Scheme of Active Vehicle Suspension Systems — Jiayue Sun, Yunshuai Ren, et al. · IEEE Transactions on Fuzzy Systems (2024) | TGRS Research Map | TGRS