Robust observer based Fault Tolerant Tracking Control for T-S uncertain systems subject to sensor and actuator faults

Salama Makni; Maha Bouattour; Ahmed El Hajjaji; Mohamed Chaabane

doi:10.1016/j.isatra.2018.11.022

Robust observer based Fault Tolerant Tracking Control for T-S uncertain systems subject to sensor and actuator faults

ISA Trans. 2019 May:88:1-11. doi: 10.1016/j.isatra.2018.11.022. Epub 2018 Nov 24.

Authors

Salama Makni¹, Maha Bouattour², Ahmed El Hajjaji³, Mohamed Chaabane²

Affiliations

¹ STA laboratory, Sfax university, Gabes university, Gabes 6029, Tunisia.
² 3038, STA laboratory, Sfax university, Tunisia.
³ 33 Rue St Leu Amiens 80000, MIS laboratory, France. Electronic address: hajjaji@u-picardie.fr.

PMID: 30545772
DOI: 10.1016/j.isatra.2018.11.022

Abstract

This paper investigates the sensor and actuator fault (SAF) estimations and the fault tolerant tracking control (FTTC) problem for uncertain systems represented by Takagi-Sugeno (T-S) fuzzy model affected by Unknown Bounded Disturbance (UBD). A robust descriptor adaptive observer based FTTC is firstly designed to simultaneously estimate the unmeasurable system states and SAF vectors and then to track reference trajectories. Sufficient design conditions are developed in terms of Linear Matrix Inequalities (LMIs). The gains of both observer and fault tolerant controller are computed by solving a set of LMI constraints in single step. Robustness against external disturbances is analysed using the H_∞ performance index to attenuate its effect on the tracking error for bounded reference inputs. Finally, simulation results are illustrated by considering three types of actuator faults. Moreover, two comparisons are presented to show the mentioned process effectiveness.

Keywords: Comparisons; Robust descriptor adaptive observer based FTTC; SAF; T–S fuzzy models; UBD.