FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890777614> ?p ?o ?g. }

• W2890777614 abstract "A failure detection system is the first step towards predictive maintenance strategies. A popular data-driven method to detect incipient failures and anomalies is the training of normal behaviour models by applying a machine learning technique like feed-forward neural networks (FFNN) or extreme learning machines (ELM). However, the performance of any of these modelling techniques can be deteriorated by the unexpected rise of non-stationarities in the dynamic environment in which industrial assets operate. This unpredictable statistical change in the measured variable is known as concept drift. In this article a wind turbine maintenance case is presented, where non-stationarities of various kinds can happen unexpectedly. Such concept drift events are desired to be detected by means of statistical detectors and window-based approaches. However, in real complex systems, concept drifts are not as clear and evident as in artificially generated datasets. In order to evaluate the effectiveness of current drift detectors and also to design an appropriate novel technique for this specific industrial application, it is essential to dispose beforehand of a characterization of the existent drifts. Under the lack of information in this regard, a methodology for labelling concept drift events in the lifetime of wind turbines is proposed. This methodology will facilitate the creation of a drift database that will serve both as a training ground for concept drift detectors and as a valuable information to enhance the knowledge about maintenance of complex systems." @default.
• W2890777614 created "2018-09-27" @default.
• W2890777614 creator A5024217162 @default.
• W2890777614 creator A5086245344 @default.
• W2890777614 creator A5087771040 @default.
• W2890777614 date "2018-01-01" @default.
• W2890777614 modified "2023-10-17" @default.
• W2890777614 title "Labelling Drifts in a Fault Detection System for Wind Turbine Maintenance" @default.
• W2890777614 cites W1527152867 @default.
• W2890777614 cites W169981133 @default.
• W2890777614 cites W1904826605 @default.
• W2890777614 cites W1937817052 @default.
• W2890777614 cites W1994064251 @default.
• W2890777614 cites W2044883611 @default.
• W2890777614 cites W2045186954 @default.
• W2890777614 cites W204956852 @default.
• W2890777614 cites W2052283750 @default.
• W2890777614 cites W2055909153 @default.
• W2890777614 cites W2064323378 @default.
• W2890777614 cites W2069315453 @default.
• W2890777614 cites W2069701377 @default.
• W2890777614 cites W2076491552 @default.
• W2890777614 cites W2099419573 @default.
• W2890777614 cites W2108059592 @default.
• W2890777614 cites W2109964623 @default.
• W2890777614 cites W2111072639 @default.
• W2890777614 cites W2114471530 @default.
• W2890777614 cites W2149823865 @default.
• W2890777614 cites W2164463086 @default.
• W2890777614 cites W2202172816 @default.
• W2890777614 cites W2242551250 @default.
• W2890777614 cites W2244109919 @default.
• W2890777614 cites W2249072679 @default.
• W2890777614 cites W2482125025 @default.
• W2890777614 cites W2543098543 @default.
• W2890777614 cites W2585528949 @default.
• W2890777614 cites W2753867929 @default.
• W2890777614 cites W2762853480 @default.
• W2890777614 cites W4229680264 @default.
• W2890777614 cites W973712166 @default.
• W2890777614 doi "https://doi.org/10.1007/978-3-319-99626-4_13" @default.
• W2890777614 hasPublicationYear "2018" @default.
• W2890777614 type Work @default.
• W2890777614 sameAs 2890777614 @default.
• W2890777614 citedByCount "1" @default.
• W2890777614 countsByYear W28907776142021 @default.
• W2890777614 crossrefType "book-chapter" @default.
• W2890777614 hasAuthorship W2890777614A5024217162 @default.
• W2890777614 hasAuthorship W2890777614A5086245344 @default.
• W2890777614 hasAuthorship W2890777614A5087771040 @default.
• W2890777614 hasBestOaLocation W28907776142 @default.
• W2890777614 hasConcept C119599485 @default.
• W2890777614 hasConcept C119857082 @default.
• W2890777614 hasConcept C127313418 @default.
• W2890777614 hasConcept C127413603 @default.
• W2890777614 hasConcept C133731056 @default.
• W2890777614 hasConcept C152745839 @default.
• W2890777614 hasConcept C154945302 @default.
• W2890777614 hasConcept C165205528 @default.
• W2890777614 hasConcept C172707124 @default.
• W2890777614 hasConcept C175551986 @default.
• W2890777614 hasConcept C200601418 @default.
• W2890777614 hasConcept C2778449969 @default.
• W2890777614 hasConcept C2780150128 @default.
• W2890777614 hasConcept C41008148 @default.
• W2890777614 hasConcept C50644808 @default.
• W2890777614 hasConcept C60777511 @default.
• W2890777614 hasConcept C76155785 @default.
• W2890777614 hasConcept C78519656 @default.
• W2890777614 hasConcept C78600449 @default.
• W2890777614 hasConcept C89198739 @default.
• W2890777614 hasConcept C94915269 @default.
• W2890777614 hasConceptScore W2890777614C119599485 @default.
• W2890777614 hasConceptScore W2890777614C119857082 @default.
• W2890777614 hasConceptScore W2890777614C127313418 @default.
• W2890777614 hasConceptScore W2890777614C127413603 @default.
• W2890777614 hasConceptScore W2890777614C133731056 @default.
• W2890777614 hasConceptScore W2890777614C152745839 @default.
• W2890777614 hasConceptScore W2890777614C154945302 @default.
• W2890777614 hasConceptScore W2890777614C165205528 @default.
• W2890777614 hasConceptScore W2890777614C172707124 @default.
• W2890777614 hasConceptScore W2890777614C175551986 @default.
• W2890777614 hasConceptScore W2890777614C200601418 @default.
• W2890777614 hasConceptScore W2890777614C2778449969 @default.
• W2890777614 hasConceptScore W2890777614C2780150128 @default.
• W2890777614 hasConceptScore W2890777614C41008148 @default.
• W2890777614 hasConceptScore W2890777614C50644808 @default.
• W2890777614 hasConceptScore W2890777614C60777511 @default.
• W2890777614 hasConceptScore W2890777614C76155785 @default.
• W2890777614 hasConceptScore W2890777614C78519656 @default.
• W2890777614 hasConceptScore W2890777614C78600449 @default.
• W2890777614 hasConceptScore W2890777614C89198739 @default.
• W2890777614 hasConceptScore W2890777614C94915269 @default.
• W2890777614 hasLocation W28907776141 @default.
• W2890777614 hasLocation W28907776142 @default.
• W2890777614 hasOpenAccess W2890777614 @default.
• W2890777614 hasPrimaryLocation W28907776141 @default.
• W2890777614 hasRelatedWork W2056833397 @default.
• W2890777614 hasRelatedWork W2344352336 @default.
• W2890777614 hasRelatedWork W2381268304 @default.

• next