A new adaptive fuzzy logic control for nonlinear car active suspension systems based on the time-delay

IF 2.3 3区 工程技术 Q2 ACOUSTICS Journal of Vibration and Control Pub Date : 2024-09-12 DOI:10.1177/10775463241281395
Ghazally IY Mustafa, Haoping Wang
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Abstract

This paper proposes a new adaptive fuzzy logic control for nonlinear car active suspension systems based on the time delay (TDAFLC). The proposed method comprises three terms: First, time-delay estimation (TDE) is used as an ultra-local model to estimate the active suspension system nonlinearities and unknown dynamics. Second, a desired dynamics injection part. Third, the adaptive fuzzy logic control is used as an extra input to reduce the effect of the TDE error. The adaptive fuzzy logic control is designed on a new sliding surface to achieve the desired error dynamics. The benefits of the TDAFLC controller are its simple structure and ease of regulation. In addition, the theoretical investigation of system stability, convergence speed, and control accuracy are demonstrated. Finally, using a co-simulation platform, the validation process compares TDAFLC to TDC, PID, and the conventional passive system for a two-degree-of-freedom quarter car active suspension system under different road excitations.
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基于时延的非线性汽车主动悬架系统自适应模糊逻辑控制新方法
本文提出了一种基于时间延迟(TDAFLC)的新型非线性汽车主动悬架系统自适应模糊逻辑控制方法。所提出的方法包括三个方面:首先,使用时延估计(TDE)作为超局部模型来估计主动悬架系统的非线性和未知动态。第二,期望动态注入部分。第三,将自适应模糊逻辑控制作为额外输入,以减少 TDE 误差的影响。自适应模糊逻辑控制设计在一个新的滑动面上,以实现所需的误差动态。TDAFLC 控制器的优点是结构简单,易于调节。此外,还对系统稳定性、收敛速度和控制精度进行了理论研究。最后,利用协同仿真平台,在不同路面激励下,将 TDAFLC 与 TDC、PID 和传统的被动系统进行了比较,用于二自由度四分之一车主动悬架系统。
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来源期刊
Journal of Vibration and Control
Journal of Vibration and Control 工程技术-工程:机械
CiteScore
5.20
自引率
17.90%
发文量
336
审稿时长
6 months
期刊介绍: The Journal of Vibration and Control is a peer-reviewed journal of analytical, computational and experimental studies of vibration phenomena and their control. The scope encompasses all linear and nonlinear vibration phenomena and covers topics such as: vibration and control of structures and machinery, signal analysis, aeroelasticity, neural networks, structural control and acoustics, noise and noise control, waves in solids and fluids and shock waves.
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