Title :
Analog fault AC dictionary creation - the fuzzy set approach
Author :
Grzechca, Damian ; Golonek, Tomasz ; Rutkowski, Jerzy
Author_Institution :
Inst. of Electron., Silesian Univ. of Technol., Gliwice
Abstract :
This paper discusses the basic concept of analog functional test approach. Recently, most on going research has been focused on distinguishing faulty or healthy circuit - from the manufacturer´s point of view, this is more important than locating particular faulty element. The article shows the concept of fuzzy theory approach to functional test creation. To find and locate faulty circuit (system) the sensitivity matrix can be used. It has been observed that for most practical circuits the sensitivity matrix is sparse. This observation has been utilized in the fuzzy expert system and the system modification based on the reduction of the sensitivity matrix size has been proposed. The modified system can effectively decide whether the system is faulty or healthy. The results obtained and presented here are promising and tend to prove that the proposed strategy can improve fault detection on a production line
Keywords :
analogue circuits; circuit testing; computerised instrumentation; diagnostic expert systems; failure analysis; fuzzy set theory; production engineering computing; analog fault AC dictionary; analog functional test approach; expert system; fault detection; fuzzy set approach; fuzzy theory approach; sensitivity matrix; Circuit faults; Circuit simulation; Circuit testing; Dictionaries; Electronic equipment testing; Frequency; Fuzzy set theory; Fuzzy sets; Manufacturing; Sparse matrices;
Conference_Titel :
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location :
Island of Kos
Print_ISBN :
0-7803-9389-9
DOI :
10.1109/ISCAS.2006.1693940