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Opportunistic multimodel-based diagnosis. Framing all the knowledge we have to diagnose complex artifacts
Opportunistic multimodel-based diagnosis. Framing all the knowledge we have to diagnose complex artifacts
- Source :
- Scopus-Elsevier
-
Abstract
- Presents OMISSYS (Opportunistic Multimodel-based diagnosIS SYStem), an approach to diagnosis where all the available knowledge is framed into different types of models, belonging to a space defined by: level of abstraction, uncertainty, and epistemological type. All the knowledge is represented using possibly qualitative relationships among variables and possibly approximated values. OMISSYS uses the so-framed incomplete, uncertain, and approximate knowledge to diagnose a complex artifact, such as an industrial plant. It navigates opportunistically through an arbitrary set of models to reach a predefined diagnosis goal. >
- Subjects :
- Computational complexity theory
Knowledge representation and reasoning
business.industry
Computer science
Uncertainty handling
System testing
Model-based reasoning
Machine learning
computer.software_genre
Knowledge acquisition
Abstraction layer
Artificial intelligence
Observability
business
computer
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Scopus-Elsevier
- Accession number :
- edsair.doi.dedup.....b8a2527951962fffb8ef4aa81566d9ca