IEEE Expert · 1991 · 49 citations · 3 references
EngineeringComputer ScienceSystems EngineeringKnowledge RepresentationModel-based Systems EngineeringSystems ModelingDevice ModelingDiagnosisFault DiagnosisFault ModelingFunctional ModelingOntology EngineeringDevice DiagnosticsDiagnostic ModelsFault Diagnosis ModelsModel-based DiagnosisModel-based Diagnostics
It is argued that a device model must reflect understanding of how the device functions in the real world. The nature of models, the ontology of abstract models, and the role this ontology plays in diagnosis are examined. Organizational principles for (device) diagnosis models are identified. The efficient integration of functional-design models with other diagnosis models is discussed. The implementation of the concepts in the Faulty-II system is briefly described. >
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Johan de Kleer, Brian C. Williams · Artificial Intelligence · 1987 · 2.1K citations
Diagnostic reasoning based on structure and behavior
Randall Davis · Artificial Intelligence · 1984 · 975 citations · Full text
The use of design descriptions in automated diagnosis
Michael Genesereth · Artificial Intelligence · 1984 · 539 citations