Matches in SemOpenAlex for { <https://semopenalex.org/work/W4286457306> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4286457306 endingPage "5298" @default.
- W4286457306 startingPage "5298" @default.
- W4286457306 abstract "Data-driven normal behaviour models have gained traction over the last few years as a convenient way of modelling turbine operational health to detect anomalies. By leveraging high-dimensional operational relationships, temperature thresholds can be automatically calculated based on each individual turbine unique operating envelope, in theory minimising false alarms and providing more reliable diagnostics. The aim of this work is to provide further insight into practical uses and limitations of implementing normal behaviour temperature models in practice, to inform practitioners, as well as assist in improving wind turbine generator fault detection systems. Results suggest that, on average, as little as two months of data are adequate to produce stable temperature alarm thresholds, with the worst case example requiring approximately 200–290 days of data depending on the component and desired convergence criteria." @default.
- W4286457306 created "2022-07-22" @default.
- W4286457306 creator A5002928969 @default.
- W4286457306 creator A5041327255 @default.
- W4286457306 creator A5065238812 @default.
- W4286457306 date "2022-07-21" @default.
- W4286457306 modified "2023-10-18" @default.
- W4286457306 title "A Comparative Analysis on the Variability of Temperature Thresholds through Time for Wind Turbine Generators Using Normal Behaviour Modelling" @default.
- W4286457306 cites W1540327028 @default.
- W4286457306 cites W1948629215 @default.
- W4286457306 cites W1992105680 @default.
- W4286457306 cites W1998469123 @default.
- W4286457306 cites W2037411704 @default.
- W4286457306 cites W2045186954 @default.
- W4286457306 cites W2050388037 @default.
- W4286457306 cites W2060512336 @default.
- W4286457306 cites W2091082852 @default.
- W4286457306 cites W2097889655 @default.
- W4286457306 cites W2099881487 @default.
- W4286457306 cites W2110000683 @default.
- W4286457306 cites W2523553285 @default.
- W4286457306 cites W2591934927 @default.
- W4286457306 cites W2747683840 @default.
- W4286457306 cites W2791694051 @default.
- W4286457306 cites W2886580136 @default.
- W4286457306 cites W2897250207 @default.
- W4286457306 cites W2903597971 @default.
- W4286457306 cites W2910887614 @default.
- W4286457306 cites W2945934818 @default.
- W4286457306 cites W2966828111 @default.
- W4286457306 cites W3094325960 @default.
- W4286457306 doi "https://doi.org/10.3390/en15145298" @default.
- W4286457306 hasPublicationYear "2022" @default.
- W4286457306 type Work @default.
- W4286457306 citedByCount "4" @default.
- W4286457306 countsByYear W42864573062022 @default.
- W4286457306 countsByYear W42864573062023 @default.
- W4286457306 crossrefType "journal-article" @default.
- W4286457306 hasAuthorship W4286457306A5002928969 @default.
- W4286457306 hasAuthorship W4286457306A5041327255 @default.
- W4286457306 hasAuthorship W4286457306A5065238812 @default.
- W4286457306 hasBestOaLocation W42864573061 @default.
- W4286457306 hasConcept C127413603 @default.
- W4286457306 hasConcept C146978453 @default.
- W4286457306 hasConcept C152745839 @default.
- W4286457306 hasConcept C154945302 @default.
- W4286457306 hasConcept C162324750 @default.
- W4286457306 hasConcept C172707124 @default.
- W4286457306 hasConcept C200601418 @default.
- W4286457306 hasConcept C2776836416 @default.
- W4286457306 hasConcept C2777303404 @default.
- W4286457306 hasConcept C2778449969 @default.
- W4286457306 hasConcept C2779119184 @default.
- W4286457306 hasConcept C41008148 @default.
- W4286457306 hasConcept C50522688 @default.
- W4286457306 hasConcept C554190296 @default.
- W4286457306 hasConcept C65155139 @default.
- W4286457306 hasConcept C76155785 @default.
- W4286457306 hasConceptScore W4286457306C127413603 @default.
- W4286457306 hasConceptScore W4286457306C146978453 @default.
- W4286457306 hasConceptScore W4286457306C152745839 @default.
- W4286457306 hasConceptScore W4286457306C154945302 @default.
- W4286457306 hasConceptScore W4286457306C162324750 @default.
- W4286457306 hasConceptScore W4286457306C172707124 @default.
- W4286457306 hasConceptScore W4286457306C200601418 @default.
- W4286457306 hasConceptScore W4286457306C2776836416 @default.
- W4286457306 hasConceptScore W4286457306C2777303404 @default.
- W4286457306 hasConceptScore W4286457306C2778449969 @default.
- W4286457306 hasConceptScore W4286457306C2779119184 @default.
- W4286457306 hasConceptScore W4286457306C41008148 @default.
- W4286457306 hasConceptScore W4286457306C50522688 @default.
- W4286457306 hasConceptScore W4286457306C554190296 @default.
- W4286457306 hasConceptScore W4286457306C65155139 @default.
- W4286457306 hasConceptScore W4286457306C76155785 @default.
- W4286457306 hasFunder F4320334627 @default.
- W4286457306 hasIssue "14" @default.
- W4286457306 hasLocation W42864573061 @default.
- W4286457306 hasLocation W42864573062 @default.
- W4286457306 hasLocation W42864573063 @default.
- W4286457306 hasOpenAccess W4286457306 @default.
- W4286457306 hasPrimaryLocation W42864573061 @default.
- W4286457306 hasRelatedWork W2051401724 @default.
- W4286457306 hasRelatedWork W2057875349 @default.
- W4286457306 hasRelatedWork W2086886860 @default.
- W4286457306 hasRelatedWork W2364587616 @default.
- W4286457306 hasRelatedWork W2374788553 @default.
- W4286457306 hasRelatedWork W2379071592 @default.
- W4286457306 hasRelatedWork W2384541748 @default.
- W4286457306 hasRelatedWork W2764149257 @default.
- W4286457306 hasRelatedWork W2896653736 @default.
- W4286457306 hasRelatedWork W4238236140 @default.
- W4286457306 hasVolume "15" @default.
- W4286457306 isParatext "false" @default.
- W4286457306 isRetracted "false" @default.
- W4286457306 workType "article" @default.