Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382984865> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4382984865 abstract "The non-intrusive appliance load monitoring (NILM) decomposes the total power consumption of a power system into its contributing appliances. Previous studies only considered using the total power consumption information of appliances to decompose the load consumption. Besides the total electricity consumption, there is also important information such as current, voltage, and time in the total electricity consumption data, which can be used to analyze the load consumption information. Therefore, we proposed a sequence-to-sequence network enhanced by an attention mechanism, which effectively integrated the external features besides the total electricity consumption in grid data. Finally, we applied and evaluated the proposed model on the electricity consumption data of a gas station with 12 appliances, and our model achieved a 90.5% accuracy in load decomposition. Our solution provides a new solution on the application of NILM in the industrial field and helps to manage energy more rationally." @default.
- W4382984865 created "2023-07-04" @default.
- W4382984865 creator A5027333194 @default.
- W4382984865 creator A5029512731 @default.
- W4382984865 creator A5038559292 @default.
- W4382984865 creator A5053725057 @default.
- W4382984865 creator A5074263632 @default.
- W4382984865 date "2023-07-03" @default.
- W4382984865 modified "2023-10-17" @default.
- W4382984865 title "Application of attention mechanism enhanced neural network in non-invasive load monitoring of industrial power data" @default.
- W4382984865 cites W1985290879 @default.
- W4382984865 cites W2023192197 @default.
- W4382984865 cites W2042570915 @default.
- W4382984865 cites W2066525309 @default.
- W4382984865 cites W2088953431 @default.
- W4382984865 cites W2098859486 @default.
- W4382984865 cites W2465358378 @default.
- W4382984865 cites W2566212894 @default.
- W4382984865 cites W2586240443 @default.
- W4382984865 cites W2755492127 @default.
- W4382984865 cites W2889388762 @default.
- W4382984865 cites W2897435227 @default.
- W4382984865 cites W2908535058 @default.
- W4382984865 cites W2963846422 @default.
- W4382984865 cites W2964666531 @default.
- W4382984865 cites W2971523055 @default.
- W4382984865 cites W2990265072 @default.
- W4382984865 cites W3015286102 @default.
- W4382984865 cites W3098700993 @default.
- W4382984865 cites W3102120768 @default.
- W4382984865 cites W3107101618 @default.
- W4382984865 cites W3107922427 @default.
- W4382984865 cites W3128916140 @default.
- W4382984865 cites W3180597373 @default.
- W4382984865 cites W3181965981 @default.
- W4382984865 cites W3186852856 @default.
- W4382984865 cites W3203623310 @default.
- W4382984865 cites W4313049033 @default.
- W4382984865 cites W4318819796 @default.
- W4382984865 doi "https://doi.org/10.1177/00202940231180617" @default.
- W4382984865 hasPublicationYear "2023" @default.
- W4382984865 type Work @default.
- W4382984865 citedByCount "0" @default.
- W4382984865 crossrefType "journal-article" @default.
- W4382984865 hasAuthorship W4382984865A5027333194 @default.
- W4382984865 hasAuthorship W4382984865A5029512731 @default.
- W4382984865 hasAuthorship W4382984865A5038559292 @default.
- W4382984865 hasAuthorship W4382984865A5053725057 @default.
- W4382984865 hasAuthorship W4382984865A5074263632 @default.
- W4382984865 hasBestOaLocation W43829848651 @default.
- W4382984865 hasConcept C10558101 @default.
- W4382984865 hasConcept C119599485 @default.
- W4382984865 hasConcept C121332964 @default.
- W4382984865 hasConcept C127413603 @default.
- W4382984865 hasConcept C144024400 @default.
- W4382984865 hasConcept C163258240 @default.
- W4382984865 hasConcept C171146098 @default.
- W4382984865 hasConcept C206658404 @default.
- W4382984865 hasConcept C2780165032 @default.
- W4382984865 hasConcept C2984118289 @default.
- W4382984865 hasConcept C30772137 @default.
- W4382984865 hasConcept C36289849 @default.
- W4382984865 hasConcept C41008148 @default.
- W4382984865 hasConcept C62520636 @default.
- W4382984865 hasConcept C79403827 @default.
- W4382984865 hasConceptScore W4382984865C10558101 @default.
- W4382984865 hasConceptScore W4382984865C119599485 @default.
- W4382984865 hasConceptScore W4382984865C121332964 @default.
- W4382984865 hasConceptScore W4382984865C127413603 @default.
- W4382984865 hasConceptScore W4382984865C144024400 @default.
- W4382984865 hasConceptScore W4382984865C163258240 @default.
- W4382984865 hasConceptScore W4382984865C171146098 @default.
- W4382984865 hasConceptScore W4382984865C206658404 @default.
- W4382984865 hasConceptScore W4382984865C2780165032 @default.
- W4382984865 hasConceptScore W4382984865C2984118289 @default.
- W4382984865 hasConceptScore W4382984865C30772137 @default.
- W4382984865 hasConceptScore W4382984865C36289849 @default.
- W4382984865 hasConceptScore W4382984865C41008148 @default.
- W4382984865 hasConceptScore W4382984865C62520636 @default.
- W4382984865 hasConceptScore W4382984865C79403827 @default.
- W4382984865 hasLocation W43829848651 @default.
- W4382984865 hasOpenAccess W4382984865 @default.
- W4382984865 hasPrimaryLocation W43829848651 @default.
- W4382984865 hasRelatedWork W1976243497 @default.
- W4382984865 hasRelatedWork W1996510880 @default.
- W4382984865 hasRelatedWork W2358673967 @default.
- W4382984865 hasRelatedWork W2363549572 @default.
- W4382984865 hasRelatedWork W2380485393 @default.
- W4382984865 hasRelatedWork W2755654451 @default.
- W4382984865 hasRelatedWork W2782614841 @default.
- W4382984865 hasRelatedWork W2913440385 @default.
- W4382984865 hasRelatedWork W2921931375 @default.
- W4382984865 hasRelatedWork W3163231199 @default.
- W4382984865 isParatext "false" @default.
- W4382984865 isRetracted "false" @default.
- W4382984865 workType "article" @default.