Optimal nonlinear polynomial control of a quarter-vehicle suspension system under harmonic and random road excitations

IF 2.8 4区 工程技术 Q1 ACOUSTICS
X. Gu, Bingxin Zhao, Yuhao Liu
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引用次数: 0

Abstract

The present paper proposes an optimal polynomial control strategy for a quarter-vehicle suspension system based on dynamic programming. The optimal control objective is to decrease the responses of sprung mass acceleration, suspension deformation and road excitation, which are reflected in the performance index. The optimal control force is obtained through the principle of dynamic programming, and the form of the optimal control force mainly depends on the form of the cost function. The optimal nonlinear polynomial control (NPC) force is derived by selecting the cost function in polynomial form. The linear feedback matrix and nonlinear feedback matrix in the NPC force are determined by the Riccati equation and Lyapunov equation, respectively. The root mean square (RMS) responses of the sprung mass acceleration, suspension deformation and road load of driving vehicles under deterministic and random road surfaces are calculated. The numerical results showed that the proposed NPC strategy has a better control effect over the traditional linear quadratic regulator (LQR), especially on the peak reduction of sprung mass acceleration. Finally, the optimal control force is divided into active control force and passive control force. The energy input of the optimal control force can be reduced by only inputting the active control force.
谐波和随机路面激励下四分之一车辆悬架系统的最优非线性多项式控制
提出了一种基于动态规划的四分之一车辆悬架系统最优多项式控制策略。最优控制目标是减小簧载质量加速度、悬架变形和路面激励的响应,这些都反映在性能指标中。通过动态规划原理得到最优控制力,最优控制力的形式主要取决于成本函数的形式。通过选取多项式形式的代价函数,推导出最优非线性多项式控制力。NPC力中的线性反馈矩阵和非线性反馈矩阵分别由Riccati方程和Lyapunov方程确定。计算了车辆在确定性和随机路面下的簧载质量加速度、悬架变形和道路荷载的均方根响应。数值结果表明,所提出的NPC策略比传统的线性二次型调节器(LQR)具有更好的控制效果,特别是在簧载质量加速度峰值降低方面。最后将最优控制力分为主动控制力和被动控制力。通过只输入主动控制力,可以减少最优控制力的能量输入。
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来源期刊
CiteScore
4.90
自引率
4.30%
发文量
98
审稿时长
15 weeks
期刊介绍: Journal of Low Frequency Noise, Vibration & Active Control is a peer-reviewed, open access journal, bringing together material which otherwise would be scattered. The journal is the cornerstone of the creation of a unified corpus of knowledge on the subject.
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