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Hybrid model predictive control application towards optimal semi-active suspension

机译:混合模型预测控制在最优半主动悬架中的应用

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The optimal control problem of a quarter-car semi-active suspension has been studied in the past. Considering that a quarter-car semi-active suspension can either be modelled as a linear system with state dependent constraint on control ( of actuator force) input, or a bi-linear system with a control (of variable damping coefficient) saturation, the seemingly simple problem poses several interesting questions and challenges. Does the saturated version of the optimal control law derived from the corresponding un-constrained system, i.e. "clipped- optimal'', remain optimal for the constrained case as suggested in some previous publications? Or should the optimal deviate from the "clipped- optimal'' as suggested in other publications? If the optimal control law of the constrained system does deviate from its unconstrained counter- part, how different are they? What is the structure of the optimal control law? Does it retain the linear state feedback form ( as the unconstrained case)? In this paper, we attempt to answer some of the above questions by utilizing the recent development in model predictive control (MPC) of hybrid dynamical systems.
机译:过去已经研究了四轮车半主动悬架的最优控制问题。考虑到四分之一汽车的半主动悬架可以建模为线性系统,其状态取决于控制(执行器力)输入的控制,也可以建模为双线性系统,其控制(可变阻尼系数)的饱和度简单的问题提出了一些有趣的问题和挑战。是否从相应的无约束系统得出的最优控制定律的饱和形式(即“钳制最优”)是否仍然如某些先前出版物中所建议的那样对于约束情况仍然是最优的? ''如其他出版物中所建议?如果约束系统的最优控制定律确实偏离了其不受约束的部分,那么它们有什么不同?最优控制律的结构是什么?是否保留线性状态反馈形式(作为无约束情况)?在本文中,我们尝试利用混合动力系统模型预测控制(MPC)的最新发展来回答上述一些问题。

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