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handle: 10261/166270 , 2117/100106 , 11250/2426835
This paper proposes an observer for the joint state and fault estimation devoted to discrete-time linear parameter varying (LPV) systems subject to actuator faults. The major contribution of this work is that the observer is able to estimate multiplicative faults, contrarily to the existing approaches, that consider additive faults. The main characteristic of this observer is that it is scheduled not only by means of the endogenous varying parameters of the faulty model, but also by the input vector. Another contribution of this paper consists in adding a switching component in order to guarantee the feasibility of the conditions for designing the observer gains. It is proved that, as long as the input sequence satisfies some characteristics, the convergence of the observer error dynamics to zero is assured. A numerical example is used to demonstrate the effectiveness of the proposed strategy.
This work has been funded by the Spanish Government (MINECO) through the projects CICYT ECOCIS (ref. DPI2013-48243-C2-1-R), by MINECO and FEDER through the project CICYT HARCRICS (ref. DPI2014-58104-R), by AGAUR through the contracts FI-DGR 2014 (ref. 2014FI_B1 00172) and FI-DGR 2015 (ref. 2015FI_B2 00171), by the DGR of Generalitat de Catalunya (SAC group Ref. 2014/SGR/374), and by the National Council of Science and Technology (CONACyT) of Mexico.
Peer Reviewed
Automatic control, Estimation and detection in stochastic control theory, actuator faults, :Informàtica::Automàtica i control [Àrees temàtiques de la UPC], Circuits de commutació, Switching circuits, Control automàtic, joint state and fault estimation, Discrete-time control/observation systems, Linear systems in control theory, Àrees temàtiques de la UPC::Informàtica::Automàtica i control, discrete-time linear parameter varying (LPV) systems
Automatic control, Estimation and detection in stochastic control theory, actuator faults, :Informàtica::Automàtica i control [Àrees temàtiques de la UPC], Circuits de commutació, Switching circuits, Control automàtic, joint state and fault estimation, Discrete-time control/observation systems, Linear systems in control theory, Àrees temàtiques de la UPC::Informàtica::Automàtica i control, discrete-time linear parameter varying (LPV) systems
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