Title :
Fault diagnosis in discrete-event systems: framework and model reduction
Author :
Zad, S. Hashtrudi ; Kwong, R.H. ; Wonham, W.M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
A state-based approach for online passive fault diagnosis in systems modelled as finite-state automata is presented. In this framework, the system and the diagnoser (the fault detection system) do not have to be initialized at the same time. Furthermore, no information about the state or even the condition (failure status) of the system before the initiation of diagnosis is required. The design of the fault detection system, in the worst case, has exponential time complexity. A model reduction scheme with polynomial time complexity is introduced to reduce the computational complexity of the design
Keywords :
computational complexity; discrete event systems; fault diagnosis; finite automata; reduced order systems; exponential time complexity; fault detection system; finite-state automata; model reduction; online passive fault diagnosis; polynomial time complexity; state-based approach; Aerospace industry; Automata; Discrete event systems; Fault detection; Fault diagnosis; Fault trees; Polynomials; Reduced order systems; Testing; Timing;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.761808