控制理论(社会学)
模糊逻辑
非线性系统
控制器(灌溉)
模糊控制系统
执行机构
计算机科学
Lyapunov稳定性
李雅普诺夫函数
理论(学习稳定性)
自适应控制
控制工程
容错
工程类
控制(管理)
人工智能
分布式计算
物理
机器学习
生物
量子力学
农学
作者
Zhechen Zhu,Quanxin Zhu
出处
期刊:IEEE Transactions on Fuzzy Systems
[Institute of Electrical and Electronics Engineers]
日期:2022-01-01
卷期号:: 1-11
标识
DOI:10.1109/tfuzz.2022.3229073
摘要
This paper constructs an adaptive fuzzy decentralized fault tolerant control strategy for stochastic nonlinear interconnected system with non-triangular structural uncertainties, unmodeled dynamics and actuator faults. During the controller design process, the difficultly of system controller design caused by non-triangular structural uncertainties that mixed unmodeled dynamics are handled by utilizing the variable separation technique and fuzzy logic system (FLS). Then, based on the adaptive compensation technique, a fault tolerant controller is designed to solve the influence of actuator faults for system stability. Finally, the stability of stochastic nonlinear interconnected system can be ensured by stochastic Lyapunov stability theory. In addition, numerical and practical simulations also illustrate the effectiveness of the proposed control strategy.
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