Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893527831> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2893527831 abstract "The safety of the air transportation system is affected by a variety of uncertainties arising from multiple sources. This paper investigates a diagnosis and prognosis approach to detect anomalies in the flight trajectory, diagnose root causes, and then perform prognosis regarding the risk of occurrence of adverse events, in the presence of various sources of uncertainty. The proposed method is illustrated using a three-step procedure. First, using flight trajectory data, we evaluate the probabilities of system states corresponding to each failure case, from which we formulate a state-space model. Next, we perform anomaly detection for a specific flight trajectory by developing a Bayesian state estimation-based method, and subsequently identify the cause of the detected anomaly. Once the root cause is identified, prognosis is performed to predict the future state in a probabilistic manner. The proposed method is illustrated using near-ground landing data synthetically generated from an open source air traffic simulator – BlueSky. The simulation data mimicking the nearground landing process with different initial states (e.g., aircraft altitude and speed, response delay, and brake performance) and other factors (such as wind direction) are used to demonstrate the procedures of diagnosis and prognosis." @default.
- W2893527831 created "2018-10-05" @default.
- W2893527831 creator A5037863887 @default.
- W2893527831 creator A5072393639 @default.
- W2893527831 creator A5080316854 @default.
- W2893527831 creator A5089894989 @default.
- W2893527831 date "2018-09-24" @default.
- W2893527831 modified "2023-10-01" @default.
- W2893527831 title "Data-driven Modeling for Aviation Safety Diagnosis and Prognosis" @default.
- W2893527831 cites W2078695982 @default.
- W2893527831 cites W2101946706 @default.
- W2893527831 cites W2130476447 @default.
- W2893527831 cites W2587788344 @default.
- W2893527831 cites W2608544166 @default.
- W2893527831 cites W2622244134 @default.
- W2893527831 cites W2811500292 @default.
- W2893527831 doi "https://doi.org/10.36001/phmconf.2018.v10i1.497" @default.
- W2893527831 hasPublicationYear "2018" @default.
- W2893527831 type Work @default.
- W2893527831 sameAs 2893527831 @default.
- W2893527831 citedByCount "1" @default.
- W2893527831 countsByYear W28935278312020 @default.
- W2893527831 crossrefType "journal-article" @default.
- W2893527831 hasAuthorship W2893527831A5037863887 @default.
- W2893527831 hasAuthorship W2893527831A5072393639 @default.
- W2893527831 hasAuthorship W2893527831A5080316854 @default.
- W2893527831 hasAuthorship W2893527831A5089894989 @default.
- W2893527831 hasBestOaLocation W28935278311 @default.
- W2893527831 hasConcept C107673813 @default.
- W2893527831 hasConcept C121332964 @default.
- W2893527831 hasConcept C124101348 @default.
- W2893527831 hasConcept C127413603 @default.
- W2893527831 hasConcept C1276947 @default.
- W2893527831 hasConcept C12997251 @default.
- W2893527831 hasConcept C13662910 @default.
- W2893527831 hasConcept C146978453 @default.
- W2893527831 hasConcept C154945302 @default.
- W2893527831 hasConcept C166961238 @default.
- W2893527831 hasConcept C200601418 @default.
- W2893527831 hasConcept C26873012 @default.
- W2893527831 hasConcept C2776777543 @default.
- W2893527831 hasConcept C41008148 @default.
- W2893527831 hasConcept C49937458 @default.
- W2893527831 hasConcept C739882 @default.
- W2893527831 hasConcept C74448152 @default.
- W2893527831 hasConcept C84945661 @default.
- W2893527831 hasConceptScore W2893527831C107673813 @default.
- W2893527831 hasConceptScore W2893527831C121332964 @default.
- W2893527831 hasConceptScore W2893527831C124101348 @default.
- W2893527831 hasConceptScore W2893527831C127413603 @default.
- W2893527831 hasConceptScore W2893527831C1276947 @default.
- W2893527831 hasConceptScore W2893527831C12997251 @default.
- W2893527831 hasConceptScore W2893527831C13662910 @default.
- W2893527831 hasConceptScore W2893527831C146978453 @default.
- W2893527831 hasConceptScore W2893527831C154945302 @default.
- W2893527831 hasConceptScore W2893527831C166961238 @default.
- W2893527831 hasConceptScore W2893527831C200601418 @default.
- W2893527831 hasConceptScore W2893527831C26873012 @default.
- W2893527831 hasConceptScore W2893527831C2776777543 @default.
- W2893527831 hasConceptScore W2893527831C41008148 @default.
- W2893527831 hasConceptScore W2893527831C49937458 @default.
- W2893527831 hasConceptScore W2893527831C739882 @default.
- W2893527831 hasConceptScore W2893527831C74448152 @default.
- W2893527831 hasConceptScore W2893527831C84945661 @default.
- W2893527831 hasIssue "1" @default.
- W2893527831 hasLocation W28935278311 @default.
- W2893527831 hasOpenAccess W2893527831 @default.
- W2893527831 hasPrimaryLocation W28935278311 @default.
- W2893527831 hasRelatedWork W2101931651 @default.
- W2893527831 hasRelatedWork W2771664289 @default.
- W2893527831 hasRelatedWork W2893527831 @default.
- W2893527831 hasRelatedWork W2975355769 @default.
- W2893527831 hasRelatedWork W2993400593 @default.
- W2893527831 hasRelatedWork W3184933923 @default.
- W2893527831 hasRelatedWork W3210030035 @default.
- W2893527831 hasRelatedWork W3211979628 @default.
- W2893527831 hasRelatedWork W4252228047 @default.
- W2893527831 hasRelatedWork W4287070076 @default.
- W2893527831 hasVolume "10" @default.
- W2893527831 isParatext "false" @default.
- W2893527831 isRetracted "false" @default.
- W2893527831 magId "2893527831" @default.
- W2893527831 workType "article" @default.