Title :
An expert network analyzer: fault diagnosis and prediction
Author :
Dimopoulos, Nikitas J. ; Watkins, Andrew ; Neville, Stephen ; Li, Kin F.
Author_Institution :
Dept. of Electr. & Comput. Eng., Victoria Univ., BC, Canada
Abstract :
We present the framework of an expert system that will be capable of diagnosing and predicting faults in a cable television plant. The structure of the diagnostic expert system under development comprises equipment specific and network specific parts. We present the integration of status monitoring data into our system and their use in determining failure points in the network. Once a failure point has been reliably determined, then the equipment part of the system is used to diagnose the failure. The cause of failure is determined at either the network level, the equipment level or both
Keywords :
cable television; diagnostic expert systems; electrical faults; network analysers; telecommunications computing; television networks; cable television plant; diagnostic expert system; equipment level; expert network analyzer; failure point; fault diagnosis; fault prediction; network level; status monitoring data; Cable TV; Condition monitoring; Diagnostic expert systems; Fault diagnosis; Medical diagnostic imaging; Power amplifiers; Power supplies; Real time systems; Switches; Voltage;
Conference_Titel :
Electrical and Computer Engineering, 1993. Canadian Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2416-1
DOI :
10.1109/CCECE.1993.332474