Title :
Pattern recognition for diagnosis of technological systems: a review
Author :
Mourot, G. ; Bousghiri, S. ; Ragot, J.
Author_Institution :
Centre de Recherche en Autom. de Nancy, Vandoeuvre, France
Abstract :
We present a review of the pattern recognition approach in order to study its ability to solve the diagnosis problem of technological systems. We first state the problem and highlight the link between pattern recognition and diagnosis. Many theoretical and practical factors need to be considered. We then describe a common adaptive diagnosis procedure with emphasis on the design and real time operation. Finally, we conclude with directions for future work to solve this problem
Keywords :
adaptive systems; fault diagnosis; learning systems; pattern recognition; adaptive diagnosis; fault diagnosis; pattern recognition; real time operation; technological systems; Actuators; Automation; Costs; Electric breakdown; Fault detection; Fault diagnosis; Pattern recognition; Performance analysis; Production; Uncertainty;
Conference_Titel :
Systems, Man and Cybernetics, 1993. 'Systems Engineering in the Service of Humans', Conference Proceedings., International Conference on
Conference_Location :
Le Touquet
Print_ISBN :
0-7803-0911-1
DOI :
10.1109/ICSMC.1993.390863
