Optimizing Shifted Stabilizers With Asymmetric Input Saturation

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automatic Control Pub Date : 2024-08-02 DOI:10.1109/TAC.2024.3436728
Philipp Braun;Giulia Giordano;Christopher M. Kellett;Iman Shames;Luca Zaccarian
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Abstract

A stabilizing controller design for linear systems subject to asymmetric actuator saturation is proposed. Stabilization is achieved by focusing on shifted equilibria selected via the solution of an optimization problem ensuring convergence to the origin of the shifted equilibrium. To enable the computational time required by the optimizer, we impose sampled-data updates of the shifted equilibria and cast our description within a hybrid dynamical systems formulation. Two feedback solutions are given, using exact and inaccurate optimization algorithms, thus establishing interesting tradeoffs between continuous-time dynamics and computationally expensive iterative discrete-time parametric optimization schemes. Through numerical examples, estimates of the region of attraction obtained through the method outlined in this article are compared to other methods in literature. In addition, the real-time applicability of the control law is illustrated on numerical examples.
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优化非对称输入饱和的移位稳定器
针对非对称执行器饱和情况下的线性系统,提出了一种稳定控制器设计方法。稳定是通过关注通过优化问题的解决方案选择的移位平衡来实现的,以确保收敛到移位平衡的原点。为了实现优化器所需的计算时间,我们对移位平衡进行了采样数据更新,并将我们的描述转换为混合动力系统公式。给出了两种反馈解,分别使用精确和不精确的优化算法,从而在连续时间动力学和计算昂贵的迭代离散时间参数优化方案之间建立了有趣的权衡。通过数值算例,将本文提出的方法与文献中其他方法进行了比较。通过数值算例说明了控制律的实时性。
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来源期刊
IEEE Transactions on Automatic Control
IEEE Transactions on Automatic Control 工程技术-工程:电子与电气
CiteScore
11.30
自引率
5.90%
发文量
824
审稿时长
9 months
期刊介绍: In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered: 1) Papers: Presentation of significant research, development, or application of control concepts. 2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions. In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.
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