FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3107976555> ?p ?o ?g. }

• W3107976555 abstract "This paper presents a new deep learning-based model for fault detection in offshore wind turbines. To design a generalizable model for fault detection, we use 5 sensors and a sliding window to exploit the inherent temporal information contained in the raw time-series data obtained from sensors. The proposed model uses the nonlinear relationships among multiple sensor variables and the temporal dependency of each sensor on others that considerably increases the performance of fault detection model. A 10-fold cross-validation is used to verify the generalization of the model and evaluate the classification metrics. To evaluate the performance of the model, simulated data from a benchmark floating offshore wind turbine (FOWT) with supervisory control and data acquisition (SCADA) are used. The results illustrate that the proposed model would accurately disclose and classify more than 99% of the faults. Moreover, it is generalizable and can be used to detect faults for different types of systems." @default.
• W3107976555 created "2020-12-07" @default.
• W3107976555 creator A5024567631 @default.
• W3107976555 creator A5053177282 @default.
• W3107976555 date "2020-11-24" @default.
• W3107976555 modified "2023-09-23" @default.
• W3107976555 title "A Generalizable Model for Fault Detection in Offshore Wind Turbines Based on DeepLearning." @default.
• W3107976555 cites W1522301498 @default.
• W3107976555 cites W1605077306 @default.
• W3107976555 cites W1988499271 @default.
• W3107976555 cites W2028940630 @default.
• W3107976555 cites W2030219727 @default.
• W3107976555 cites W2076863095 @default.
• W3107976555 cites W2110513778 @default.
• W3107976555 cites W2118978333 @default.
• W3107976555 cites W2125194763 @default.
• W3107976555 cites W2132241724 @default.
• W3107976555 cites W2232796787 @default.
• W3107976555 cites W2766353760 @default.
• W3107976555 cites W2808496542 @default.
• W3107976555 cites W2891859208 @default.
• W3107976555 cites W2953118818 @default.
• W3107976555 cites W2953193031 @default.
• W3107976555 cites W2963069851 @default.
• W3107976555 cites W2976453528 @default.
• W3107976555 cites W2990726790 @default.
• W3107976555 cites W2991813872 @default.
• W3107976555 cites W3008297566 @default.
• W3107976555 cites W3013598852 @default.
• W3107976555 cites W3034905393 @default.
• W3107976555 cites W3080222908 @default.
• W3107976555 cites W3098690786 @default.
• W3107976555 cites W3127842933 @default.
• W3107976555 cites W3128016615 @default.
• W3107976555 cites W3133513524 @default.
• W3107976555 cites W3165861921 @default.
• W3107976555 cites W3168394938 @default.
• W3107976555 cites W3174988567 @default.
• W3107976555 hasPublicationYear "2020" @default.
• W3107976555 type Work @default.
• W3107976555 sameAs 3107976555 @default.
• W3107976555 citedByCount "0" @default.
• W3107976555 crossrefType "posted-content" @default.
• W3107976555 hasAuthorship W3107976555A5024567631 @default.
• W3107976555 hasAuthorship W3107976555A5053177282 @default.
• W3107976555 hasConcept C102392041 @default.
• W3107976555 hasConcept C111919701 @default.
• W3107976555 hasConcept C113863187 @default.
• W3107976555 hasConcept C119599485 @default.
• W3107976555 hasConcept C124101348 @default.
• W3107976555 hasConcept C127313418 @default.
• W3107976555 hasConcept C127413603 @default.
• W3107976555 hasConcept C13280743 @default.
• W3107976555 hasConcept C134306372 @default.
• W3107976555 hasConcept C152745839 @default.
• W3107976555 hasConcept C154945302 @default.
• W3107976555 hasConcept C165205528 @default.
• W3107976555 hasConcept C165696696 @default.
• W3107976555 hasConcept C172707124 @default.
• W3107976555 hasConcept C175551986 @default.
• W3107976555 hasConcept C177148314 @default.
• W3107976555 hasConcept C185798385 @default.
• W3107976555 hasConcept C205649164 @default.
• W3107976555 hasConcept C2778449969 @default.
• W3107976555 hasConcept C2778751112 @default.
• W3107976555 hasConcept C33923547 @default.
• W3107976555 hasConcept C38652104 @default.
• W3107976555 hasConcept C41008148 @default.
• W3107976555 hasConcept C78519656 @default.
• W3107976555 hasConcept C78600449 @default.
• W3107976555 hasConcept C79403827 @default.
• W3107976555 hasConcept C8735168 @default.
• W3107976555 hasConceptScore W3107976555C102392041 @default.
• W3107976555 hasConceptScore W3107976555C111919701 @default.
• W3107976555 hasConceptScore W3107976555C113863187 @default.
• W3107976555 hasConceptScore W3107976555C119599485 @default.
• W3107976555 hasConceptScore W3107976555C124101348 @default.
• W3107976555 hasConceptScore W3107976555C127313418 @default.
• W3107976555 hasConceptScore W3107976555C127413603 @default.
• W3107976555 hasConceptScore W3107976555C13280743 @default.
• W3107976555 hasConceptScore W3107976555C134306372 @default.
• W3107976555 hasConceptScore W3107976555C152745839 @default.
• W3107976555 hasConceptScore W3107976555C154945302 @default.
• W3107976555 hasConceptScore W3107976555C165205528 @default.
• W3107976555 hasConceptScore W3107976555C165696696 @default.
• W3107976555 hasConceptScore W3107976555C172707124 @default.
• W3107976555 hasConceptScore W3107976555C175551986 @default.
• W3107976555 hasConceptScore W3107976555C177148314 @default.
• W3107976555 hasConceptScore W3107976555C185798385 @default.
• W3107976555 hasConceptScore W3107976555C205649164 @default.
• W3107976555 hasConceptScore W3107976555C2778449969 @default.
• W3107976555 hasConceptScore W3107976555C2778751112 @default.
• W3107976555 hasConceptScore W3107976555C33923547 @default.
• W3107976555 hasConceptScore W3107976555C38652104 @default.
• W3107976555 hasConceptScore W3107976555C41008148 @default.
• W3107976555 hasConceptScore W3107976555C78519656 @default.
• W3107976555 hasConceptScore W3107976555C78600449 @default.
• W3107976555 hasConceptScore W3107976555C79403827 @default.
• W3107976555 hasConceptScore W3107976555C8735168 @default.
• W3107976555 hasLocation W31079765551 @default.

• next