基于多观测器的模糊T-S系统容错控制设计

Hassen Hichri, M. Ayadi
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引用次数: 0

摘要

本文的目标是利用受传感器故障影响的Takagi-Sugeno (T-S)模糊模型,分析并构想基于重构状态反馈的传感器容错模糊T-S控制器。本文提出的控制策略旨在稳定闭环系统,尽管传感器存在故障,并补偿其影响。为此,设计了一个多观测器来同时估计系统状态和传感器故障。对于传感器容错模糊T-S控制器的设计,我们基于李雅普诺夫二次函数和线性矩阵不等式(LMIs)公式的分析和稳定性研究。此外,性能优化技术旨在减少传感器故障对系统状态和估计误差的推导影响。多观测器和模糊T-S控制器的增益同时由LMI条件的分辨率决定。最后,将本文提出的控制方法应用于直流电机驱动机械臂的仿真实例,验证了所提控制技术的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fault Tolerant Control Design Based on Multiobserver of Sensor Faults for Fuzzy T-S Systems
In this paper, the work’s goal is to analyze as well as conceive a sensor fault-tolerant fuzzy T-S controller, based on the feedback of reconstructed states, via the Takagi-Sugeno (T-S) fuzzy model which is influenced by the sensor faults. The control strategy proposed in this work aims at stabilizing the closed loop system, although sensor faults exist, as well as compensating their effects. For this, a multiobserver is designed so as to estimate, at the same time, the system states and the sensor faults. For the design of the sensor fault-tolerant fuzzy T-S controller, we base the analysis and the stability study on the Lyapunov quadratic function and the Linear Matrix Inequalities (LMIs) formulation. Furthermore, the performance optimization technique aims to reduce the derivation impacts of sensor faults on the system states and estimation errors. The multiobserver and the fuzzy T-S controller gains are simultaneously determined by the resolution of the LMI conditions. Finally, the control approach proposed in this work is applied in simulation to a real example which is a manipulator arm operated by a DC motor, so as to show the suggested control technique efficiency.
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