Title
A predictive actuator fault-tolerant control strategy under input and state constraints
Abstract
The paper deals with the design of a robust predictive fault-tolerant control for linear discrete-time systems with an application of the quadratic boundedness theory and an associated robust invariant set. The main problem is to maintain the state of the system inside the robust invariant set obtained under asymmetric input and state constraints. The proposed strategy relies on a three-stage procedure, which is based on adaptive fault estimation as well as robust and predictive controller. The fault-recovery procedure is initiated with fault estimation and then the fault is compensated with a robust controller. In a case when robust fault compensation fails, i.e. the current state does not belong to the robust invariant set, a suitable predictive action is started. The main goal of this action is to generate control allocation enhancing the robust invariant set. This appealing phenomenon makes it possible to enlarge the domain of attraction of the possibly faulty system. The final part of the paper shows an illustrative example regarding a two-tank system.
Year
DOI
Venue
2017
10.1109/MED.2017.7984157
2017 25th Mediterranean Conference on Control and Automation (MED)
Keywords
Field
DocType
robust predictive actuator fault-tolerant control,state constraints,linear discrete-time systems,quadratic boundedness theory,robust invariant set,asymmetric input,adaptive fault estimation,predictive controller,fault-recovery procedure,control allocation
Stuck-at fault,Control theory,Computer science,Control theory,Quadratic equation,Robustness (computer science),Control engineering,Fault tolerance,Invariant (mathematics),Robust control,Actuator
Conference
ISSN
ISBN
Citations 
2325-369X
978-1-5090-4534-1
1
PageRank 
References 
Authors
0.36
11
4
Name
Order
Citations
PageRank
Marcin Witczak114723.87
Piotr Witczak2102.56
Marcin Mrugalski3639.65
D. Theilliol4316.57