FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3156584475> ?p ?o ?g. }

• W3156584475 endingPage "107662" @default.
• W3156584475 startingPage "107662" @default.
• W3156584475 abstract "The more easily available system performance data and advances in data analytics have provided us with opportunities to optimize maintenance programs for engineered systems, for example nuclear power plants. One key task in maintenance optimization is to obtain an accurate model for system degradation. In this research, we propose a Bayesian method to address this problem. Noting that systems usually exhibit multiple states and that the actual state of a system usually is not directly observable, in the method we first model the system degradation process and the observation process based on a hidden Markov model. Then we develop a sequential Bayesian inference algorithm based on importance sampling and the forward algorithm to infer the posterior distributions of the transition rates in the hidden Markov model based on available observations. The proposed Bayesian method allows us to take advantage of evidence from multiple sources, and also allows us to perform Bayesian inference sequentially, without the need to use the entire history of observations every time new observations are collected. We demonstrate the proposed method using both synthetic data for a nuclear power plant feedwater pump and realistic data for a nuclear power plant chemistry analytical device." @default.
• W3156584475 created "2021-04-26" @default.
• W3156584475 creator A5009514550 @default.
• W3156584475 creator A5081231037 @default.
• W3156584475 creator A5085970288 @default.
• W3156584475 date "2021-10-01" @default.
• W3156584475 modified "2023-10-16" @default.
• W3156584475 title "Sequential Bayesian inference of transition rates in the hidden Markov model for multi-state system degradation" @default.
• W3156584475 cites W1501586228 @default.
• W3156584475 cites W1975082752 @default.
• W3156584475 cites W2005624496 @default.
• W3156584475 cites W2008595450 @default.
• W3156584475 cites W2020999234 @default.
• W3156584475 cites W2026087586 @default.
• W3156584475 cites W2037355783 @default.
• W3156584475 cites W2055936398 @default.
• W3156584475 cites W2056760934 @default.
• W3156584475 cites W2059313467 @default.
• W3156584475 cites W2064119066 @default.
• W3156584475 cites W2084688254 @default.
• W3156584475 cites W2098613108 @default.
• W3156584475 cites W2110007571 @default.
• W3156584475 cites W2125838338 @default.
• W3156584475 cites W2126736494 @default.
• W3156584475 cites W2133749571 @default.
• W3156584475 cites W2135194391 @default.
• W3156584475 cites W2138309709 @default.
• W3156584475 cites W2147357149 @default.
• W3156584475 cites W2471268452 @default.
• W3156584475 cites W2487237297 @default.
• W3156584475 cites W2558020939 @default.
• W3156584475 cites W2560409402 @default.
• W3156584475 cites W2561529988 @default.
• W3156584475 cites W2589602314 @default.
• W3156584475 cites W2606522010 @default.
• W3156584475 cites W2740994777 @default.
• W3156584475 cites W2756887047 @default.
• W3156584475 cites W2963672032 @default.
• W3156584475 cites W3103934441 @default.
• W3156584475 doi "https://doi.org/10.1016/j.ress.2021.107662" @default.
• W3156584475 hasPublicationYear "2021" @default.
• W3156584475 type Work @default.
• W3156584475 sameAs 3156584475 @default.
• W3156584475 citedByCount "15" @default.
• W3156584475 countsByYear W31565844752022 @default.
• W3156584475 countsByYear W31565844752023 @default.
• W3156584475 crossrefType "journal-article" @default.
• W3156584475 hasAuthorship W3156584475A5009514550 @default.
• W3156584475 hasAuthorship W3156584475A5081231037 @default.
• W3156584475 hasAuthorship W3156584475A5085970288 @default.
• W3156584475 hasBestOaLocation W31565844751 @default.
• W3156584475 hasConcept C105795698 @default.
• W3156584475 hasConcept C107673813 @default.
• W3156584475 hasConcept C119857082 @default.
• W3156584475 hasConcept C121332964 @default.
• W3156584475 hasConcept C124101348 @default.
• W3156584475 hasConcept C154945302 @default.
• W3156584475 hasConcept C159886148 @default.
• W3156584475 hasConcept C160234255 @default.
• W3156584475 hasConcept C163836022 @default.
• W3156584475 hasConcept C17098449 @default.
• W3156584475 hasConcept C185544564 @default.
• W3156584475 hasConcept C23224414 @default.
• W3156584475 hasConcept C2776214188 @default.
• W3156584475 hasConcept C2779979336 @default.
• W3156584475 hasConcept C33923547 @default.
• W3156584475 hasConcept C41008148 @default.
• W3156584475 hasConcept C71983512 @default.
• W3156584475 hasConcept C98763669 @default.
• W3156584475 hasConceptScore W3156584475C105795698 @default.
• W3156584475 hasConceptScore W3156584475C107673813 @default.
• W3156584475 hasConceptScore W3156584475C119857082 @default.
• W3156584475 hasConceptScore W3156584475C121332964 @default.
• W3156584475 hasConceptScore W3156584475C124101348 @default.
• W3156584475 hasConceptScore W3156584475C154945302 @default.
• W3156584475 hasConceptScore W3156584475C159886148 @default.
• W3156584475 hasConceptScore W3156584475C160234255 @default.
• W3156584475 hasConceptScore W3156584475C163836022 @default.
• W3156584475 hasConceptScore W3156584475C17098449 @default.
• W3156584475 hasConceptScore W3156584475C185544564 @default.
• W3156584475 hasConceptScore W3156584475C23224414 @default.
• W3156584475 hasConceptScore W3156584475C2776214188 @default.
• W3156584475 hasConceptScore W3156584475C2779979336 @default.
• W3156584475 hasConceptScore W3156584475C33923547 @default.
• W3156584475 hasConceptScore W3156584475C41008148 @default.
• W3156584475 hasConceptScore W3156584475C71983512 @default.
• W3156584475 hasConceptScore W3156584475C98763669 @default.
• W3156584475 hasFunder F4320306084 @default.
• W3156584475 hasFunder F4320332364 @default.
• W3156584475 hasLocation W31565844751 @default.
• W3156584475 hasLocation W31565844752 @default.
• W3156584475 hasOpenAccess W3156584475 @default.
• W3156584475 hasPrimaryLocation W31565844751 @default.
• W3156584475 hasRelatedWork W2031482861 @default.
• W3156584475 hasRelatedWork W2039473210 @default.
• W3156584475 hasRelatedWork W2043222212 @default.
• W3156584475 hasRelatedWork W2118728396 @default.
• W3156584475 hasRelatedWork W2350115929 @default.

• next