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Simultaneous time‐varying actuator and sensor fault reconstruction based on PI observer for LPV systems
Author(s) -
Li Xiaohang,
Zhu Fanglai
Publication year - 2015
Publication title -
international journal of adaptive control and signal processing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.73
H-Index - 66
eISSN - 1099-1115
pISSN - 0890-6327
DOI - 10.1002/acs.2522
Subject(s) - control theory (sociology) , actuator , observer (physics) , linear matrix inequality , fault (geology) , fault detection and isolation , computer science , linear system , control engineering , engineering , mathematics , control (management) , mathematical optimization , artificial intelligence , physics , mathematical analysis , quantum mechanics , seismology , geology
Summary We consider problems of actuator and sensor fault reconstruction simultaneously for linear parameter varying systems expressed in polytopic forms. By extending the sensor fault as an auxiliary state, a polytopic unknown input proportional‐integral observer in which the actuator fault signals are assumed to be time varying is developed to estimate the system states and the actuator and sensor fault at the same time. The existence conditions of the observer are derived in terms of linear matrix inequalities that can be readily handled via some efficient tools. An example is given to demonstrate the advantages of the proposed method in comparison to the existing results. Copyright © 2014 John Wiley & Sons, Ltd.