基于T-S模糊建模的不确定非线性系统分离故障估计和容错控制设计策略

IF 1.9 4区 数学 Q1 MATHEMATICS Iranian Journal of Fuzzy Systems Pub Date : 2021-04-01 DOI:10.22111/IJFS.2021.5919
M. Cheraghiyan
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引用次数: 1

摘要

针对存在外部干扰和参数建模不确定性的非线性系统,采用T-S模糊建模方法,提出了一种基于自适应观测器的故障估计器(FE)和容错控制(FTC)的分离设计方法。首先,提出了一种新的模糊自适应有限元算法,可以同时估计执行器/传感器故障和系统状态,并能自动估计和补偿有限元函数与控制系统之间的双向不确定性。其次,基于这些估计设计了模糊状态反馈FTC控制器。然后提出了一种分离的FE/FTC设计方案,并利用线性矩阵不等式通过$ h_inty $优化求解。最后,以倒立摆小车为例,验证了所提设计的正确性和有效性。
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A new separated fault estimator and fault-tolerant control design strategy for uncertain nonlinear systems using T-S fuzzy modeling
In this paper, a new separated design of adaptive observer-based fault estimator (FE) and fault-tolerant control (FTC) is introduced for nonlinear systems along with sensor and actuator faults in the presence of external disturbance and parametric modeling uncertainty by T-S fuzzy modeling, which can easily challenge integrated design strategies. Firstly, a new fuzzy adaptive FE estimates actuator/sensor faults, and the system states simultaneously and also can automatically estimate and compensates bi-directional uncertainties between FE function and control system. Secondly, a fuzzy state feedback FTC controller is designed based on these estimations. Then the proposed separated FE/FTC design presented which is solved by linear matrix inequality via $H_infty$ optimization. Finally, a tutorial example of an inverted pendulum on a cart demonstrates the validity and effectiveness of the proposed design.
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来源期刊
CiteScore
3.50
自引率
16.70%
发文量
0
期刊介绍: The two-monthly Iranian Journal of Fuzzy Systems (IJFS) aims to provide an international forum for refereed original research works in the theory and applications of fuzzy sets and systems in the areas of foundations, pure mathematics, artificial intelligence, control, robotics, data analysis, data mining, decision making, finance and management, information systems, operations research, pattern recognition and image processing, soft computing and uncertainty modeling. Manuscripts submitted to the IJFS must be original unpublished work and should not be in consideration for publication elsewhere.
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