混合控制策略,用于一个类别的板块绑定非线性系统
Adrian-Mihail Stoica1, Isaac Yaesh2
1Faculty of Aerospace Engineering, University Politehnica of Bucharest, 060042 Bucharest, Romania.
Entropy (Basel, Switzerland)
|March 28, 2025
概括
本研究介绍了非线性系统的混合策略控制,结合了决定性和随机反. 这种方法在单独量化控制信号的平均值和方差方面具有优势,从而提高了系统稳定性.
科学领域:
- 控制系统工程 控制系统工程
- 非线性动力学是一种非线性动力学.
- 随机过程 随机过程
背景情况:
- 确定性状态反控制被广泛使用.
- 随机控制,特别是状态乘法噪声,不太常见,但适用于像随机反共振 (SAR) 这样的领域.
- 混合策略结合了决定性和随机的元素,以实现潜在的增强控制.
研究的目的:
- 为了研究一个混合策略的控制方法,以系统的部门有限制的非线性.
- 分析结合确定性和随机状态反的好处.
- 为了确保闭环系统的指数式LP稳定性和加权的L2增益.
主要方法:
- 开发一种随机状态反控制策略,包括确定性和白噪声组件.
- 为稳定性和增益分析推导矩阵不平等条件.
- 将混合控制策略应用于具有板块限制非线性系统.
主要成果:
- 混合策略控制被证明对具有板块限制非线性系统有效.
- 矩阵不等式提供了实现加权L2增益和指数LP稳定的条件.
- 一个数值示例展示了混合控制对纯确定性控制的优势.
结论:
- 混合策略控制为某些非线性系统提供了一种可行且潜在的优越替代纯确定性控制.
- 拟议的方法允许单独量化控制信号的平均值和方差.
- 由此产生的条件确保了闭环系统的稳定性和性能.
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