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The Polybox Example using the Framework of Structured Hypothesis Tests
Linköping University, Department of Electrical Engineering, Vehicular Systems. Linköping University, Faculty of Science & Engineering.
2001 (English)Report (Other academic)
Abstract [en]

The POLYBOX example is a standard example within the AI-field of model-based diagnosis research. Here, this example is discussed in the perspective of structured hypothesis tests (SHT). Even though the SHT framework was primarily developed for handling systems with noise, it has here been shown that it can perform very well in also noise-free systems. In the POLYBOX example, it manage to always give a complete and logically sound diagnosis statement, i.e. a complete and correct list of the possible fault modes. On the contrary, the established FDI framework (i.e. structured residuals) only manage to give a subset of the possible fault modes.

Place, publisher, year, edition, pages
Linköping: Department of Electrical Engineering , 2001. , p. 13
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2335
Keywords [en]
Diagnosis
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:liu:diva-139756OAI: oai:DiVA.org:liu-139756DiVA, id: diva2:1131564
Available from: 2017-08-15 Created: 2017-08-15 Last updated: 2017-08-23Bibliographically approved

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Nyberg, Mattias

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf