具有非线性外源扰动的切换随机非线性系统的动态观测器容错控制

IF 8.7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Jian Han;Jiuling Zhang;Xiuhua Liu;Xinjiang Wei
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引用次数: 0

摘要

研究了具有多故障和非线性外源干扰的切换随机系统的故障估计和容错控制问题。提出了一种动态有限元观测器和一种非线性动态扰动观测器,可以对非线性外生系统产生的系统状态、故障和扰动进行重构。考虑了系统的综合FE和FTC,得到了一步LMI条件,避免了估计误差对系统的影响,解决了观测器参数和控制器参数的耦合问题。通过同时引入输出及其导数信息,提高了估计和控制的精度。在文章的最后,给出了两个仿真案例来证明本文的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Observer-Based Fault-Tolerant Control for Switched Stochastic Nonlinear Systems With Nonlinear Exogenous Disturbance
The problems of fault estimation (FE) and fault-tolerant control (FTC) of switched stochastic systems with multiple faults and nonlinear exogenous disturbances are studied. A dynamic FE observer and a nonlinear dynamic disturbance observer are proposed, which can reconstruction the system state, faults, and disturbance generated by the nonlinear exogenous system. The integrated FE and FTC are considered, and the one-step LMI conditions are obtained, which can avoid estimation errors affecting the system, and solve the coupling of observer parameters and controller parameters. By introducing the information of the output and its derivatives simultaneously, the estimation and control accuracy is improved. At the end of this article, two simulation cases are given to prove the practicability of this article.
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来源期刊
IEEE Transactions on Systems Man Cybernetics-Systems
IEEE Transactions on Systems Man Cybernetics-Systems AUTOMATION & CONTROL SYSTEMS-COMPUTER SCIENCE, CYBERNETICS
CiteScore
18.50
自引率
11.50%
发文量
812
审稿时长
6 months
期刊介绍: The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.
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