IEEE Trans Cybern. 2022 Jun;52(6):4286-4299. doi: 10.1109/TCYB.2020.3025754. Epub 2022 Jun 16.
This article considers a general class of nonautonomous discontinuous ordinary differential equations (ODE). By constructing the Filippov multimap, the fixed-time stability (FTS) problem of discontinuous ODE is transformed into that of differential inclusion (DI). In order to establish the FTS criteria of the zero solution for DI, the generalized Lyapunov function (LF) method is developed. The generalized LF of this article is relaxed to have an indefinite derivative for almost everywhere along the state trajectories of the system. However, the traditional LF is required to possess negative definite or semi-negative definite derivative for everywhere. As a result, several novel sufficient conditions for FTS are given. Moreover, the settling time of FTS is provided. Then, the theoretical results are applied to solve the fixed-time stabilization control problems of ball motion model and neural networks (NNs) with discontinuities. The developed LF method of FTS is extremely significant in the field of control engineering.
本文考虑了一类广义的非自治间断常微分方程(ODE)。通过构造 Filippov 多重图,将间断 ODE 的固定时间稳定性(FTS)问题转化为微分包含(DI)的稳定性问题。为了建立 DI 的零解的 FTS 准则,本文发展了广义 Lyapunov 函数(LF)方法。本文的广义 LF 放宽了要求,即沿系统状态轨迹的几乎处处具有不定导数。然而,传统的 LF 要求在所有点处具有负定或半负定导数。因此,给出了几个新的 FTS 充分条件。此外,还提供了 FTS 的稳定时间。然后,将理论结果应用于解决具有间断性的球运动模型和神经网络(NNs)的固定时间稳定控制问题。FTS 的 LF 方法在控制工程领域具有重要意义。