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首页> 外文期刊>Mathematical Problems in Engineering >Differential Evolution-Based PID Control of Nonlinear Full-Car Electrohydraulic Suspensions
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Differential Evolution-Based PID Control of Nonlinear Full-Car Electrohydraulic Suspensions

机译:基于微分进化的非线性全车电液悬挂PID控制

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摘要

This paper presents a differential-evolution-(DE-) optimized, independent multiloop proportional-integral-derivative (PID) controller design for full-car nonlinear, electrohydraulic suspension systems. The multiloop PID control stabilises the actuator via force feedback and also improves the system performance. Controller gains are computed using manual tuning and through DE optimization to minimise a performance index, which addresses suspension travel, road holding, vehicle handling, ride comfort, and power consumption constraints. Simulation results showed superior performance of the DE-optimized PID-controlled active vehicle suspension system (AVSS) over the manually tuned PID-controlled AVSS and the passive vehicle suspension system (PVSS).
机译:本文提出了一种针对全车非线性电液悬架系统的优化的微分进化(DE)优化,独立的多环比例积分微分(PID)控制器设计。多回路PID控制通过力反馈使执行器稳定,还改善了系统性能。控制器增益是通过手动调整和DE优化来计算的,以最大程度地降低性能指标,该指标解决了悬架行程,道路保持,车辆操纵,乘坐舒适性和功耗限制等问题。仿真结果表明,DE优化的PID控制的主动车辆悬架系统(AVSS)优于手动调整的PID控制的AVSS和被动车辆悬架系统(PVSS)。

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  • 来源
    《Mathematical Problems in Engineering》 |2013年第10期|261582.1-261582.13|共13页
  • 作者单位

    School of Mechanical, Industrial and Aeronautical Engineering, University of the Witwatersrand, 1 Jan Smuts Avenue, Private Bag 03, WITS 2050, Johannesburg, South Africa;

    School of Mechanical, Industrial and Aeronautical Engineering, University of the Witwatersrand, 1 Jan Smuts Avenue, Private Bag 03, WITS 2050, Johannesburg, South Africa;

    School of Mechanical, Industrial and Aeronautical Engineering, University of the Witwatersrand, 1 Jan Smuts Avenue, Private Bag 03, WITS 2050, Johannesburg, South Africa;

    School of Computation and Applied Mathematics, University of the Witwatersrand, 1 Jan Smuts Avenue, Private Bag 03, WITS 2050, Johannesburg, South Africa,TCSE, Faculty of Engineering and Built Environment, University of the Witwatersrand, 1 Jan Smuts Avenue, Private Bag 03, WITS 2050, Johannesburg, South Africa;

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