FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3217439573> ?p ?o ?g. }

• W3217439573 endingPage "6797" @default.
• W3217439573 startingPage "6789" @default.
• W3217439573 abstract "Energy disaggregation allows identifying individual consumption of different appliances using only the aggregated signal measured from a single point. This work proposes a neural network trained with wavelets reduced data to perform energy disaggregation. Besides the disaggregation, usually a binary answer by identifying the appliance activation moment, we are interested in estimating the appliance’s consumption value. We consider the U.K.-DALE dataset to perform our experiments, containing data from different appliances of five houses from England. Using our strategy, compared with another well-established work, we achieved improvements per appliance of 11.4% (estimated accuracy) in the disaggregation process and 27.8% ( <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink><tex-math notation=LaTeX>$F_1$</tex-math></inline-formula> -score) in the appliance’s consumption value. Our main contribution was to identify satisfactorily that the coefficients of approximation of the wavelet transform are enough to estimate the individual consumption of household appliances." @default.
• W3217439573 created "2021-12-06" @default.
• W3217439573 creator A5032496351 @default.
• W3217439573 creator A5035388312 @default.
• W3217439573 creator A5087835670 @default.
• W3217439573 date "2022-10-01" @default.
• W3217439573 modified "2023-10-16" @default.
• W3217439573 title "An Energy Disaggregation Approach Based on Deep Neural Network and Wavelet Transform" @default.
• W3217439573 cites W1479651931 @default.
• W3217439573 cites W168840469 @default.
• W3217439573 cites W1987077486 @default.
• W3217439573 cites W1996944908 @default.
• W3217439573 cites W2069143585 @default.
• W3217439573 cites W2082418604 @default.
• W3217439573 cites W2097481773 @default.
• W3217439573 cites W2111473877 @default.
• W3217439573 cites W2123070597 @default.
• W3217439573 cites W2132984323 @default.
• W3217439573 cites W2153002160 @default.
• W3217439573 cites W2180748755 @default.
• W3217439573 cites W2217661835 @default.
• W3217439573 cites W2292806482 @default.
• W3217439573 cites W2343090960 @default.
• W3217439573 cites W2344234701 @default.
• W3217439573 cites W2465358378 @default.
• W3217439573 cites W2566212894 @default.
• W3217439573 cites W2945815269 @default.
• W3217439573 cites W2963808366 @default.
• W3217439573 cites W2979537861 @default.
• W3217439573 cites W3013420514 @default.
• W3217439573 cites W4240592325 @default.
• W3217439573 cites W4243568900 @default.
• W3217439573 doi "https://doi.org/10.1109/tii.2021.3130416" @default.
• W3217439573 hasPublicationYear "2022" @default.
• W3217439573 type Work @default.
• W3217439573 sameAs 3217439573 @default.
• W3217439573 citedByCount "1" @default.
• W3217439573 countsByYear W32174395732022 @default.
• W3217439573 crossrefType "journal-article" @default.
• W3217439573 hasAuthorship W3217439573A5032496351 @default.
• W3217439573 hasAuthorship W3217439573A5035388312 @default.
• W3217439573 hasAuthorship W3217439573A5087835670 @default.
• W3217439573 hasConcept C105795698 @default.
• W3217439573 hasConcept C119599485 @default.
• W3217439573 hasConcept C119857082 @default.
• W3217439573 hasConcept C121332964 @default.
• W3217439573 hasConcept C124101348 @default.
• W3217439573 hasConcept C127413603 @default.
• W3217439573 hasConcept C144024400 @default.
• W3217439573 hasConcept C154945302 @default.
• W3217439573 hasConcept C179254644 @default.
• W3217439573 hasConcept C186370098 @default.
• W3217439573 hasConcept C18762648 @default.
• W3217439573 hasConcept C196216189 @default.
• W3217439573 hasConcept C2776291640 @default.
• W3217439573 hasConcept C2780165032 @default.
• W3217439573 hasConcept C30772137 @default.
• W3217439573 hasConcept C33923547 @default.
• W3217439573 hasConcept C36289849 @default.
• W3217439573 hasConcept C41008148 @default.
• W3217439573 hasConcept C45357846 @default.
• W3217439573 hasConcept C47432892 @default.
• W3217439573 hasConcept C50644808 @default.
• W3217439573 hasConcept C74650414 @default.
• W3217439573 hasConcept C78519656 @default.
• W3217439573 hasConcept C94375191 @default.
• W3217439573 hasConceptScore W3217439573C105795698 @default.
• W3217439573 hasConceptScore W3217439573C119599485 @default.
• W3217439573 hasConceptScore W3217439573C119857082 @default.
• W3217439573 hasConceptScore W3217439573C121332964 @default.
• W3217439573 hasConceptScore W3217439573C124101348 @default.
• W3217439573 hasConceptScore W3217439573C127413603 @default.
• W3217439573 hasConceptScore W3217439573C144024400 @default.
• W3217439573 hasConceptScore W3217439573C154945302 @default.
• W3217439573 hasConceptScore W3217439573C179254644 @default.
• W3217439573 hasConceptScore W3217439573C186370098 @default.
• W3217439573 hasConceptScore W3217439573C18762648 @default.
• W3217439573 hasConceptScore W3217439573C196216189 @default.
• W3217439573 hasConceptScore W3217439573C2776291640 @default.
• W3217439573 hasConceptScore W3217439573C2780165032 @default.
• W3217439573 hasConceptScore W3217439573C30772137 @default.
• W3217439573 hasConceptScore W3217439573C33923547 @default.
• W3217439573 hasConceptScore W3217439573C36289849 @default.
• W3217439573 hasConceptScore W3217439573C41008148 @default.
• W3217439573 hasConceptScore W3217439573C45357846 @default.
• W3217439573 hasConceptScore W3217439573C47432892 @default.
• W3217439573 hasConceptScore W3217439573C50644808 @default.
• W3217439573 hasConceptScore W3217439573C74650414 @default.
• W3217439573 hasConceptScore W3217439573C78519656 @default.
• W3217439573 hasConceptScore W3217439573C94375191 @default.
• W3217439573 hasIssue "10" @default.
• W3217439573 hasLocation W32174395731 @default.
• W3217439573 hasOpenAccess W3217439573 @default.
• W3217439573 hasPrimaryLocation W32174395731 @default.
• W3217439573 hasRelatedWork W102836821 @default.
• W3217439573 hasRelatedWork W1975629292 @default.
• W3217439573 hasRelatedWork W2036450930 @default.
• W3217439573 hasRelatedWork W2348507346 @default.

• next