具有一般性能准则的离散非线性系统的鲁棒和弹性状态相关控制

Xin Wang, E. Yaz, James Long
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引用次数: 19

摘要

针对具有一般性能准则的离散非线性系统,提出了一种新的状态相关控制方法。该控制器对非结构化模型的不确定性具有鲁棒性,对有界反馈控制增益扰动具有弹性,在实现一般性能准则的最优性方面具有最优性,从而确保具有固有渐近稳定性的二次最优性以及二次耗散型扰动减少。对于系统模型,假设非结构化不确定性描述,其中包含常用的不确定性类型,如范数有界不确定性和正实不确定性作为特殊情况。通过求解每个时间步的状态相关线性矩阵不等式(LMI),可以找到控制解满足一般性能准则的充分条件。本文的研究结果统一了非线性二次型调节器、H∞和正实控制的现有研究结果,提供了一种新的鲁棒控制设计。通过对倒立摆控制的仿真,验证了该方法的有效性。
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Robust and resilient state-dependent control of discrete-time nonlinear systems with general performance criteria
A novel state-dependent control approach for discrete-time nonlinear systems with general performance criteria is presented. This controller is robust for unstructured model uncertainties, resilient against bounded feedback control gain perturbations in achieving optimality for general performance criteria to secure quadratic optimality with inherent asymptotic stability property together with quadratic dissipative type of disturbance reduction. For the system model, unstructured uncertainty description is assumed, which incorporates commonly used types of uncertainties, such as norm-bounded and positive real uncertainties as special cases. By solving a state-dependent linear matrix inequality (LMI) at each time step, sufficient condition for the control solution can be found which satisfies the general performance criteria. The results of this paper unify existing results on nonlinear quadratic regulator, H∞ and positive real control to provide a novel robust control design. The effectiveness of the proposed technique is demonstrated by simulation of the control of inverted pendulum.
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