Power reduction for an active suspension system in a quarter car model using MPC

J. Narayan, Saman A. Gorji, M. Ektesabi
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引用次数: 3

Abstract

Active suspension uses a powered actuator to provide real-time control of a suspension system to achieve better ride, comfort, and safety for passengers in a vehicle. This study concerns with the design of control schemes for an active suspension system in a quarter car model. In this paper, a quarter car model is presented, and ISO-based road profiles are used as perturbation for the system. Two control strategies, LQR and MPC with reference tracking have been investigated. Quadratic cost function for both the control schemes is optimized for the state and input variables. Simulation is carried out using MATLAB-SIMULINK and a comparison is presented for the ride index and actuator power. Simulations show considerable improvements in the suspension performance and power demand using MPC in comparison with LQR on two road classes. The performance improvements using MPC provides substantial evidence that indicates a reduction in the power requirements, actuator dimension and weight.
使用MPC的四分之一汽车模型中主动悬架系统的功率降低
主动悬架采用动力致动器对悬架系统进行实时控制,为车内乘客提供更好的乘坐体验、舒适度和安全性。本文研究了四分之一汽车模型主动悬架系统的控制方案设计。本文提出了一个四分之一汽车模型,并采用基于iso的道路轮廓作为系统的摄动。研究了带参考跟踪的LQR和MPC两种控制策略。两种控制方案的二次代价函数都针对状态变量和输入变量进行了优化。利用MATLAB-SIMULINK进行了仿真,并对平顺度指标和作动器功率进行了比较。仿真结果表明,与LQR相比,MPC在两种道路等级上的悬架性能和动力需求都有了相当大的改善。使用MPC的性能改进提供了大量证据,表明功率要求、执行机构尺寸和重量都有所降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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