Matches in SemOpenAlex for { <https://semopenalex.org/work/W2332174513> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2332174513 endingPage "15" @default.
- W2332174513 startingPage "3" @default.
- W2332174513 abstract "Space avionics are the essential capabilities of a spacecraft that guarantee space flight safety and mission success. One of the most important elements developed to deal with the health of the space avionics is the integrated system health management. Fault diagnostics, a safety-critical process in the integrated system health management, has become more complex as the number of avionics systems within the spacecraft has grown, so failure data are now multidimensional, often incomplete, and have cumulatively acquired uncertainties. Therefore, an accurate fault diagnostics model is needed to handle these types of data and ensure information is adequately adapted and efficiently updated. To date, there has been little research focused on efficient and effective space avionics fault diagnostics. This article presents a novel integrated system health management–oriented intelligent diagnostics methodology based on data mining. A numerical example is provided to illustrate the methodology, which demonstrates the significant benefits of data mining for the efficient processing of massive, incomplete data, and the ability of using a robust diagnostic Bayesian network to identify faults with uncertainty in a dynamic environment. The combined approach shows how some limitations can be overcome with an improved diagnostic performance. For application, sensory information must initially be discretized to Boolean values. Data mining is then used to mine for useful association rules and to learn the dynamic Bayesian network structure. After parameter training, the diagnostics is conducted. This methodology can be applied to systems of varying sizes and is flexible enough to accommodate other efficient diagnostic methods." @default.
- W2332174513 created "2016-06-24" @default.
- W2332174513 creator A5041469768 @default.
- W2332174513 creator A5066580707 @default.
- W2332174513 creator A5084553698 @default.
- W2332174513 date "2014-08-14" @default.
- W2332174513 modified "2023-10-02" @default.
- W2332174513 title "Data mining–based intelligent fault diagnostics for integrated system health management to avionics" @default.
- W2332174513 cites W1561981064 @default.
- W2332174513 cites W1966634360 @default.
- W2332174513 cites W1973617192 @default.
- W2332174513 cites W1997310010 @default.
- W2332174513 cites W2003109266 @default.
- W2332174513 cites W2010204989 @default.
- W2332174513 cites W2016751721 @default.
- W2332174513 cites W2038087101 @default.
- W2332174513 cites W2042120000 @default.
- W2332174513 cites W2042532697 @default.
- W2332174513 cites W2096156616 @default.
- W2332174513 cites W2102738861 @default.
- W2332174513 cites W2108340621 @default.
- W2332174513 cites W2109621301 @default.
- W2332174513 cites W2141758575 @default.
- W2332174513 cites W2143662653 @default.
- W2332174513 cites W2148061495 @default.
- W2332174513 cites W2150366627 @default.
- W2332174513 cites W2158203625 @default.
- W2332174513 cites W2170331417 @default.
- W2332174513 cites W2171037402 @default.
- W2332174513 cites W1991085423 @default.
- W2332174513 doi "https://doi.org/10.1177/1748006x14545409" @default.
- W2332174513 hasPublicationYear "2014" @default.
- W2332174513 type Work @default.
- W2332174513 sameAs 2332174513 @default.
- W2332174513 citedByCount "7" @default.
- W2332174513 countsByYear W23321745132015 @default.
- W2332174513 countsByYear W23321745132017 @default.
- W2332174513 countsByYear W23321745132019 @default.
- W2332174513 countsByYear W23321745132023 @default.
- W2332174513 crossrefType "journal-article" @default.
- W2332174513 hasAuthorship W2332174513A5041469768 @default.
- W2332174513 hasAuthorship W2332174513A5066580707 @default.
- W2332174513 hasAuthorship W2332174513A5084553698 @default.
- W2332174513 hasConcept C119857082 @default.
- W2332174513 hasConcept C124101348 @default.
- W2332174513 hasConcept C127313418 @default.
- W2332174513 hasConcept C127413603 @default.
- W2332174513 hasConcept C129364497 @default.
- W2332174513 hasConcept C146978453 @default.
- W2332174513 hasConcept C15792166 @default.
- W2332174513 hasConcept C163707989 @default.
- W2332174513 hasConcept C165205528 @default.
- W2332174513 hasConcept C167740415 @default.
- W2332174513 hasConcept C175551986 @default.
- W2332174513 hasConcept C199360897 @default.
- W2332174513 hasConcept C200601418 @default.
- W2332174513 hasConcept C201995342 @default.
- W2332174513 hasConcept C2777904410 @default.
- W2332174513 hasConcept C29829512 @default.
- W2332174513 hasConcept C33724603 @default.
- W2332174513 hasConcept C41008148 @default.
- W2332174513 hasConceptScore W2332174513C119857082 @default.
- W2332174513 hasConceptScore W2332174513C124101348 @default.
- W2332174513 hasConceptScore W2332174513C127313418 @default.
- W2332174513 hasConceptScore W2332174513C127413603 @default.
- W2332174513 hasConceptScore W2332174513C129364497 @default.
- W2332174513 hasConceptScore W2332174513C146978453 @default.
- W2332174513 hasConceptScore W2332174513C15792166 @default.
- W2332174513 hasConceptScore W2332174513C163707989 @default.
- W2332174513 hasConceptScore W2332174513C165205528 @default.
- W2332174513 hasConceptScore W2332174513C167740415 @default.
- W2332174513 hasConceptScore W2332174513C175551986 @default.
- W2332174513 hasConceptScore W2332174513C199360897 @default.
- W2332174513 hasConceptScore W2332174513C200601418 @default.
- W2332174513 hasConceptScore W2332174513C201995342 @default.
- W2332174513 hasConceptScore W2332174513C2777904410 @default.
- W2332174513 hasConceptScore W2332174513C29829512 @default.
- W2332174513 hasConceptScore W2332174513C33724603 @default.
- W2332174513 hasConceptScore W2332174513C41008148 @default.
- W2332174513 hasIssue "1" @default.
- W2332174513 hasLocation W23321745131 @default.
- W2332174513 hasOpenAccess W2332174513 @default.
- W2332174513 hasPrimaryLocation W23321745131 @default.
- W2332174513 hasRelatedWork W1978160489 @default.
- W2332174513 hasRelatedWork W2022888681 @default.
- W2332174513 hasRelatedWork W2120335969 @default.
- W2332174513 hasRelatedWork W2137143203 @default.
- W2332174513 hasRelatedWork W2144646829 @default.
- W2332174513 hasRelatedWork W2326254829 @default.
- W2332174513 hasRelatedWork W2386674974 @default.
- W2332174513 hasRelatedWork W2526880981 @default.
- W2332174513 hasRelatedWork W4232318104 @default.
- W2332174513 hasRelatedWork W4309961148 @default.
- W2332174513 hasVolume "229" @default.
- W2332174513 isParatext "false" @default.
- W2332174513 isRetracted "false" @default.
- W2332174513 magId "2332174513" @default.
- W2332174513 workType "article" @default.