Development of a shell for constructing a diagnostic expert system based on designer’s knowledge

Development of a shell for constructing a diagnostic expert system based on designer’s knowledge

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Article ID: iaor1994479
Country: United Kingdom
Volume: 31
Issue: 6
Start Page Number: 1299
End Page Number: 1313
Publication Date: Jun 1993
Journal: International Journal of Production Research
Authors: , , ,
Keywords: artificial intelligence: expert systems
Abstract:

Conventionally, diagnostic expert systems have been developed using maintenance engineer’s knowledge. However, these systems have many problems, such as the requirement for failure data and experience of maintenance for objective equipment, etc. This paper presents a method of knowledge representation and systematization of knowledge for diagnostic expert systems which can be applied to new equipment having no historical data. The use of design knowledge and the relations between components are considered in terms of necessary and possible relation. A method of knowledge representation, termed a dual direction diagnostic matrix, is introduced. As a result, it is confirmed that speedy and concise diagnosis can be implemented.

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