H∞ $$ {H}_{\infty } $$ 动态事件触发机制下随机切换非线性奇异摄动系统的PID控制

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Zhenglong Jiao, Zidong Wang, Yuqiang Luo, Fan Wang
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引用次数: 0

摘要

本文采用基于观测器的H∞ $$ {H}_{\infty } $$ 研究一类具有随机切换非线性的奇异摄动系统的比例-积分-导数(PID)控制问题。在建模过程中,引入一组二值随机序列来描述工程实践中遇到的非线性开关的随机行为。考虑奇异摄动参数(SPP),基于观测器的H∞ $$ {H}_{\infty } $$ 针对奇异摄动系统构造了PID控制器,并对其状态信息进行了估计。为了提高通信效率和减少资源浪费,在测量传输过程中采用了动态事件触发机制。同时,利用spp相关的Lyapunov-Krasovskii函数,导出了保证闭环系统具有期望H∞的随机稳定的条件 $$ {H}_{\infty } $$ 所有期望的观测器和控制器增益都是通过求解一组矩阵不等式来确定的。最后,通过仿真实例验证了所提PID控制方法的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
H ∞ $$ {H}_{\infty } $$ PID Control for Singularly Perturbed Systems With Randomly Switching Nonlinearities Under Dynamic Event-Triggered Mechanism

In this article, the observer-based H $$ {H}_{\infty } $$ proportional-integral-derivative (PID) control problem is studied for a class of singular perturbed systems with randomly switching nonlinearities. During the modeling process, a set of binary random sequences is introduced to describe the random behaviors of the nonlinear switching encountered in engineering practice. Considering the singular perturbation parameter (SPP), an observer-based H $$ {H}_{\infty } $$ PID controller is constructed for the concerned singularly perturbed systems (SPSs), where the state information is estimated. To improve communication efficiency and reduce resource waste, a dynamic event-triggered mechanism is employed during the measurement transmission. Meanwhile, an SPP-dependent Lyapunov-Krasovskii function is utilized to derive conditions under which the closed-loop system is guaranteed to be stochastically stable with the desired H $$ {H}_{\infty } $$ performance under a specified upper bound on the SPP. All the desired observer and controller gains are determined by solving a set of matrix inequalities. Finally, the effectiveness and superiority of the suggested PID control method are verified through a simulation example.

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来源期刊
International Journal of Robust and Nonlinear Control
International Journal of Robust and Nonlinear Control 工程技术-工程:电子与电气
CiteScore
6.70
自引率
20.50%
发文量
505
审稿时长
2.7 months
期刊介绍: Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.
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