控制理论(社会学)
理论(学习稳定性)
沉降时间
Lyapunov稳定性
动力系统理论
上下界
李雅普诺夫函数
计算机科学
控制器(灌溉)
稳定性理论
数学
控制(管理)
非线性系统
物理
人工智能
数学分析
控制工程
工程类
生物
农学
机器学习
阶跃响应
量子力学
作者
Esteban Jiménez‐Rodríguez,Aldo Jonathan Muñoz‐Vázquez,Juan Diego Sánchez‐Torres,Michaël Defoort,Alexander G. Loukianov
标识
DOI:10.1109/tac.2020.2967555
摘要
This article studies Lyapunov-like conditions to ensure a class of dynamical systems to exhibit predefined-time stability. The origin of a dynamical system is predefined-time stable if it is fixed-time stable, and an upper bound of the settling-time function can be arbitrarily chosen a priori through a suitable selection of the system parameters. We show that the studied Lyapunov-like conditions allow us to demonstrate the equivalence between previous Lyapunov theorems for predefined-time stability for autonomous systems. Moreover, the obtained Lyapunov-like theorem is extended for analyzing the property of predefined-time ultimate boundedness with predefined bound, which is useful when analyzing uncertain dynamical systems. Therefore, the proposed results constitute a general framework for analyzing the predefined-time stability, and they also unify a broad class of systems that present the predefined-time stability property. On the other hand, the proposed framework is used to design robust controllers for affine control systems, which induce predefined-time stability (predefined-time ultimate boundedness of the solutions) w.r.t. to some desired manifold. A simulation example is presented to show the behavior of a developed controller, especially regarding the settling time estimation.
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