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首页> 外文期刊>International Journal of Modelling, Identification and Control >Simulation and experimental investigation on adaptive multi-order proportional-integral control for pneumatically actuated active suspension system using knowledge-based fuzzy
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Simulation and experimental investigation on adaptive multi-order proportional-integral control for pneumatically actuated active suspension system using knowledge-based fuzzy

机译:基于知识的模糊自适应主动悬架系统多级比例积分控制仿真与实验研究

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摘要

This paper presents an adaptive multi-order proportional-integral (PI) control called knowledge-based fuzzy (KBF) multi-order PI control. The controller consists of the two-control loops namely inner loop controller for force tracking control of the pneumatic actuator and outer loop controller to reject the effects of road-induced disturbances. The outer loop controller utilised KBF multi-order PI control while the on-off controller is used in the inner loop controller to compromise with the existing solenoid valve in the pneumatic actuation system. Performance of the proposed controller is compared with the multi-order PI controller without adaptive scheme as well as the existing passive suspension system. Simulation studies are presented in time domain simulation while the experimental evaluation is conducted on a full-scale quarter car test rig. In general, it can be reported that the proposed control scheme is able to provide significant improvement in terms of body states compared to its counterparts. The proposed scheme is also easy to realise in practice due to its simple structure.
机译:本文提出了一种自适应多阶比例积分(PI)控制,称为基于知识的模糊(KBF)多阶PI控制。该控制器由两个控制回路组成,即用于气动执行器力跟踪控制的内环控制器和用于拒绝道路引起的干扰影响的外环控制器。外环控制器使用KBF多阶PI控制,而内环控制器使用开/关控制器来与气动执行系统中现有的电磁阀相抵触。将该控制器的性能与没有自适应方案的多阶PI控制器以及现有的被动悬架系统进行了比较。仿真研究在时域仿真中进行,而实验评估是在大型四分之一汽车试验台上进行的。一般而言,据报道,与相应的控制方案相比,拟议的控制方案在身体状态方面能够提供显着的改善。所提出的方案由于其简单的结构在实践中也容易实现。

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  • 作者单位

    Smart Material and Automotive Control (SMAC) Group,Faculty of Mechanical Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Karung Berkunci 1200, Hang Tuah Jaya, Ayer Keroh 75450 Melaka, Malaysia;

    Smart Material and Automotive Control (SMAC) Group,Faculty of Mechanical Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Karung Berkunci 1200, Hang Tuah Jaya, Ayer Keroh 75450 Melaka, Malaysia;

    Smart Material and Automotive Control (SMAC) Group,Faculty of Mechanical Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Karung Berkunci 1200, Hang Tuah Jaya, Ayer Keroh 75450 Melaka, Malaysia;

    Department of Applied Mechanics, Faculty of Mechanical Engineering, Universiti Teknologi Malaysia (UTM), 81310 UTM Skudai, Johor, Malaysia;

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  • 原文格式 PDF
  • 正文语种 eng
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  • 关键词

    adaptive multi-order PI control; quarter-car; knowledge-based fuzzy; KBF; active suspension system;

    机译:自适应多阶PI控制四分之一车基于知识的模糊;KBF;主动悬挂系统;

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