Different approaches to diagnostic modeling

Moshe Ben-Bassat, Israel Beniaminy, David Joseph

Research output: Contribution to journalConference articlepeer-review

Abstract

This paper will analyze several different approaches taken by software development in creating diagnostic modeling or fault isolation. The significance of these differences is not just technical. Different approaches vary widely in their performance, in how well they address different situations, and even more widely in the amount of work required to 'teach' the software about each type of equipment. These differences translate into such important factors as deployment cost, and number and duration of necessary repairs. Two important aspects characterize each approach: 1) type of modeling (deep or shallow), crucial to the amount of work required to create, validate, and modify the fault isolation application, and 2) the attitude taken towards less common faults; can they be ignored if common faults are handled efficiently, or are they viewed as primary contributors to costs and delays? We will explain the different approaches to diagnosis and compare their relative advantages and disadvantages using simple examples.

Original languageEnglish
Pages (from-to)175-186
Number of pages12
JournalAUTOTESTCON (Proceedings)
StatePublished - 1998
Externally publishedYes
EventProceedings of the 1998 IEEE AUTOTESTCON Proceedings - Salt Lake City, UT, USA
Duration: 23 Aug 199827 Aug 1998

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