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Fault tolerant control for linear parameter varying systems: An improved robust virtual actuator and sensor approach

机译:线性参数变化系统的容错控制:改进的鲁棒虚拟执行器和传感器方法

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摘要

This paper presents a robust Fault-Tolerant Control (FTC) methodology for the design of virtual sensors and virtual actuators for discrete-time Linear Parameter Varying (LPV) systems. Conditions based on Linear Matrix Inequalities (LMIs) are proposed for the synthesis of a reconfiguration block composed of a virtual actuator and a virtual sensor, guaranteeing input-to-state stability (ISS). The main contribution of the proposed FTC approach is to deal with LPV models where input and output matrices can be parameter-dependent. Moreover, differently from results found in the literature, a single reconfiguration block can be designed to be robust to different kinds and magnitudes of faults. Real-time level-control experiments illustrate the efficiency of the proposed procedure; the system used in the experiments consists of a nonlinear two coupled tanks with two inputs and two outputs, represented by an LPV model subject to sensor and actuator faults. Experimental results and comparisons with results in the literature indicate that the proposed approach is able to mitigate the fault effects with better performance indices than the literature approaches. (C) 2020 ISA. Published by Elsevier Ltd. All rights reserved.
机译:本文提出了一种坚固的容错控制(FTC)方法,用于设计虚拟传感器和虚拟执行器,用于离散时间线性参数变化(LPV)系统。提出了基于线性矩阵不等式(LMI)的条件,用于合成由虚拟执行器和虚拟传感器组成的重新配置块,保证输入到状态稳定性(ISS)。提议的FTC方法的主要贡献是处理输入和输出矩阵可以参数依赖的LPV模型。此外,从文献中发现的结果不同,可以设计单个重新配置块以鲁棒到不同种类和故障的大小。实时水平控制实验说明了所提出的程序的效率;实验中使用的系统由具有两个输入和两个输出的非线性两个耦合罐组成,由传感器和执行器故障的LPV模型表示。实验结果和与文献结果的比较表明,该方法能够利用比文献方法更好的性能指数减轻故障效应。 (c)2020 ISA。 elsevier有限公司出版。保留所有权利。

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