FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893866769> ?p ?o ?g. }

• W2893866769 abstract "The process of assessment of effectiveness of the existing overhaul practices determined that the historical usage of assets provides valuable contextual information. Usage data is typically highly reliable, but not in legacy fleets, featuring older vehicles with missing, incomplete, inconsistent, and contradictory data. This paper describes two methods for usage estimation from noisy data by exploiting two data sources: 1) unreliable, manually-entered usage data and 2) part replacements. The first method employs a probabilistic model to reconcile missing and inconsistent data entries; the second is based on the replacement of consumable components. The probabilistic model, fully and uniquely specified by the probabilistic variables (with their distributions) and deterministic variables, is validated using synthetic datasets because the real ground truth associated with the field data does not exist. Disproportional impact of an incorrect initial data point is mitigated by training the model in both forward and reverse directions. The motivating hypothesis for usage estimation from part replacements is based on a plausible assumption that specific consumables, e.g. brake pads, have reasonably repeatable replacement patterns which can be related to usage. For many vehicles mean time between failures of a component was even longer than the average data collection time span. But for assets with sufficiently longer data records, the cumulative replacements of components are well-correlated with the probabilistic usage estimates, providing additional reinforcement for the inference." @default.
• W2893866769 created "2018-10-05" @default.
• W2893866769 creator A5002158199 @default.
• W2893866769 creator A5003707344 @default.
• W2893866769 creator A5017368652 @default.
• W2893866769 creator A5033572940 @default.
• W2893866769 date "2018-09-24" @default.
• W2893866769 modified "2023-10-14" @default.
• W2893866769 title "Assessment of Overhaul Effectiveness and Usage-based Inference using Bayesian Networks" @default.
• W2893866769 cites W1511986666 @default.
• W2893866769 cites W1517555081 @default.
• W2893866769 cites W1536570457 @default.
• W2893866769 cites W1590183771 @default.
• W2893866769 cites W1590978975 @default.
• W2893866769 cites W1663973292 @default.
• W2893866769 cites W1960881728 @default.
• W2893866769 cites W1972309199 @default.
• W2893866769 cites W1973309770 @default.
• W2893866769 cites W1977239915 @default.
• W2893866769 cites W1980859400 @default.
• W2893866769 cites W2011301426 @default.
• W2893866769 cites W2020999234 @default.
• W2893866769 cites W2025130480 @default.
• W2893866769 cites W2042311265 @default.
• W2893866769 cites W2050041805 @default.
• W2893866769 cites W2060243583 @default.
• W2893866769 cites W2091529862 @default.
• W2893866769 cites W2093976733 @default.
• W2893866769 cites W2099635155 @default.
• W2893866769 cites W2101234009 @default.
• W2893866769 cites W2102360969 @default.
• W2893866769 cites W2125291718 @default.
• W2893866769 cites W2135194391 @default.
• W2893866769 cites W2159080219 @default.
• W2893866769 cites W2326912991 @default.
• W2893866769 cites W2487527341 @default.
• W2893866769 cites W2912565176 @default.
• W2893866769 cites W2981018396 @default.
• W2893866769 cites W3141142316 @default.
• W2893866769 cites W368469426 @default.
• W2893866769 cites W591732527 @default.
• W2893866769 cites W68436435 @default.
• W2893866769 doi "https://doi.org/10.36001/phmconf.2018.v10i1.295" @default.
• W2893866769 hasPublicationYear "2018" @default.
• W2893866769 type Work @default.
• W2893866769 sameAs 2893866769 @default.
• W2893866769 citedByCount "0" @default.
• W2893866769 crossrefType "journal-article" @default.
• W2893866769 hasAuthorship W2893866769A5002158199 @default.
• W2893866769 hasAuthorship W2893866769A5003707344 @default.
• W2893866769 hasAuthorship W2893866769A5017368652 @default.
• W2893866769 hasAuthorship W2893866769A5033572940 @default.
• W2893866769 hasBestOaLocation W28938667691 @default.
• W2893866769 hasConcept C105795698 @default.
• W2893866769 hasConcept C107673813 @default.
• W2893866769 hasConcept C111919701 @default.
• W2893866769 hasConcept C119857082 @default.
• W2893866769 hasConcept C121332964 @default.
• W2893866769 hasConcept C124101348 @default.
• W2893866769 hasConcept C133462117 @default.
• W2893866769 hasConcept C154945302 @default.
• W2893866769 hasConcept C168167062 @default.
• W2893866769 hasConcept C2776214188 @default.
• W2893866769 hasConcept C33923547 @default.
• W2893866769 hasConcept C41008148 @default.
• W2893866769 hasConcept C41426520 @default.
• W2893866769 hasConcept C49937458 @default.
• W2893866769 hasConcept C9357733 @default.
• W2893866769 hasConcept C97355855 @default.
• W2893866769 hasConcept C98045186 @default.
• W2893866769 hasConceptScore W2893866769C105795698 @default.
• W2893866769 hasConceptScore W2893866769C107673813 @default.
• W2893866769 hasConceptScore W2893866769C111919701 @default.
• W2893866769 hasConceptScore W2893866769C119857082 @default.
• W2893866769 hasConceptScore W2893866769C121332964 @default.
• W2893866769 hasConceptScore W2893866769C124101348 @default.
• W2893866769 hasConceptScore W2893866769C133462117 @default.
• W2893866769 hasConceptScore W2893866769C154945302 @default.
• W2893866769 hasConceptScore W2893866769C168167062 @default.
• W2893866769 hasConceptScore W2893866769C2776214188 @default.
• W2893866769 hasConceptScore W2893866769C33923547 @default.
• W2893866769 hasConceptScore W2893866769C41008148 @default.
• W2893866769 hasConceptScore W2893866769C41426520 @default.
• W2893866769 hasConceptScore W2893866769C49937458 @default.
• W2893866769 hasConceptScore W2893866769C9357733 @default.
• W2893866769 hasConceptScore W2893866769C97355855 @default.
• W2893866769 hasConceptScore W2893866769C98045186 @default.
• W2893866769 hasLocation W28938667691 @default.
• W2893866769 hasOpenAccess W2893866769 @default.
• W2893866769 hasPrimaryLocation W28938667691 @default.
• W2893866769 hasRelatedWork W1868147453 @default.
• W2893866769 hasRelatedWork W2010134675 @default.
• W2893866769 hasRelatedWork W2093555164 @default.
• W2893866769 hasRelatedWork W2105541078 @default.
• W2893866769 hasRelatedWork W2142994141 @default.
• W2893866769 hasRelatedWork W2341140159 @default.
• W2893866769 hasRelatedWork W2598425513 @default.
• W2893866769 hasRelatedWork W3216409598 @default.
• W2893866769 hasRelatedWork W4284688182 @default.
• W2893866769 hasRelatedWork W995546530 @default.

• next