Title :
Robust fault detection in nonlinear systems: A Three-Tank Benchmark application
Author :
Khan, A.Q. ; Ding, S.X. ; Chihaia, C.I. ; Abid, M. ; Chen, W.
Author_Institution :
Inst. of Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany
Abstract :
This report presents fault detection in nonlinear systems with application to nonlinear Three-Tank System Benchmark. A robust fault detection filter based on ℋ∞ performance has been designed. Similarly three kinds of thresholds Jth, RMS, 2, Jth, Peak, Peak, Jth, Peak, 2 are also designed. All the algorithms are successfully tested with the real process. The experimental results given in the end of paper elaborate the effectiveness of the proposed approach.
Keywords :
H∞ control; nonlinear systems; H∞ performance; nonlinear three-tank system benchmark; robust fault detection filter; three-tank benchmark application; Actuators; Benchmark testing; Computational modeling; Fault detection; Generators; Nonlinear systems; Water resources;
Conference_Titel :
Control and Fault-Tolerant Systems (SysTol), 2010 Conference on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-8153-8
DOI :
10.1109/SYSTOL.2010.5676011