Matches in SemOpenAlex for { <https://semopenalex.org/work/W2560822991> ?p ?o ?g. }
- W2560822991 abstract "Emerging Smart Grids have given rise to deployment of advanced metering infrastructure (AMI) which produces voluminous load data with respect to time. The information extracted from this data can potentially be used to design Demand Side Management (DSM) policies. The major impediment in the deployment of DSM is the lack of knowledge of individual consumers' load demand to determine target consumers for the incorporation in DSM. This paper proposes an innovative probabilistic approach to generate typical load profiles of consumers using smart meter data. The method incorporates clustering and then re-clustering the individual clusters using the k-means clustering algorithm until reliable load profiles showing true load-time characteristics of consumers are extracted. Next, the multi layered re-clustering methodology is applied to generate typical load profiles for consumers on an alternative scale by segregating them into different classes of load levels in such a way that they represent typical smart meter consumers of the population. The approach enables the utility to determine the consumers whom can be applied the DSM actions for an effective operation of a smart distribution network and to reduce the load peak and rebound effects." @default.
- W2560822991 created "2016-12-16" @default.
- W2560822991 creator A5022521824 @default.
- W2560822991 creator A5070565682 @default.
- W2560822991 creator A5083235355 @default.
- W2560822991 date "2016-10-01" @default.
- W2560822991 modified "2023-09-27" @default.
- W2560822991 title "Smart meter data taxonomy for demand side management in smart grids" @default.
- W2560822991 cites W1903872974 @default.
- W2560822991 cites W1971675137 @default.
- W2560822991 cites W1981322000 @default.
- W2560822991 cites W2002830978 @default.
- W2560822991 cites W2032161710 @default.
- W2560822991 cites W2068060907 @default.
- W2560822991 cites W2094079045 @default.
- W2560822991 cites W2136463931 @default.
- W2560822991 cites W2155556726 @default.
- W2560822991 cites W2159514557 @default.
- W2560822991 cites W2795356719 @default.
- W2560822991 doi "https://doi.org/10.1109/pmaps.2016.7764143" @default.
- W2560822991 hasPublicationYear "2016" @default.
- W2560822991 type Work @default.
- W2560822991 sameAs 2560822991 @default.
- W2560822991 citedByCount "6" @default.
- W2560822991 countsByYear W25608229912017 @default.
- W2560822991 countsByYear W25608229912018 @default.
- W2560822991 countsByYear W25608229912021 @default.
- W2560822991 crossrefType "proceedings-article" @default.
- W2560822991 hasAuthorship W2560822991A5022521824 @default.
- W2560822991 hasAuthorship W2560822991A5070565682 @default.
- W2560822991 hasAuthorship W2560822991A5083235355 @default.
- W2560822991 hasConcept C105339364 @default.
- W2560822991 hasConcept C10558101 @default.
- W2560822991 hasConcept C111919701 @default.
- W2560822991 hasConcept C119599485 @default.
- W2560822991 hasConcept C119857082 @default.
- W2560822991 hasConcept C124101348 @default.
- W2560822991 hasConcept C127413603 @default.
- W2560822991 hasConcept C138959212 @default.
- W2560822991 hasConcept C144024400 @default.
- W2560822991 hasConcept C149923435 @default.
- W2560822991 hasConcept C154945302 @default.
- W2560822991 hasConcept C187691185 @default.
- W2560822991 hasConcept C2524010 @default.
- W2560822991 hasConcept C2779370713 @default.
- W2560822991 hasConcept C2779510800 @default.
- W2560822991 hasConcept C2908647359 @default.
- W2560822991 hasConcept C30905978 @default.
- W2560822991 hasConcept C33923547 @default.
- W2560822991 hasConcept C41008148 @default.
- W2560822991 hasConcept C49937458 @default.
- W2560822991 hasConcept C73555534 @default.
- W2560822991 hasConcept C78519656 @default.
- W2560822991 hasConcept C79403827 @default.
- W2560822991 hasConceptScore W2560822991C105339364 @default.
- W2560822991 hasConceptScore W2560822991C10558101 @default.
- W2560822991 hasConceptScore W2560822991C111919701 @default.
- W2560822991 hasConceptScore W2560822991C119599485 @default.
- W2560822991 hasConceptScore W2560822991C119857082 @default.
- W2560822991 hasConceptScore W2560822991C124101348 @default.
- W2560822991 hasConceptScore W2560822991C127413603 @default.
- W2560822991 hasConceptScore W2560822991C138959212 @default.
- W2560822991 hasConceptScore W2560822991C144024400 @default.
- W2560822991 hasConceptScore W2560822991C149923435 @default.
- W2560822991 hasConceptScore W2560822991C154945302 @default.
- W2560822991 hasConceptScore W2560822991C187691185 @default.
- W2560822991 hasConceptScore W2560822991C2524010 @default.
- W2560822991 hasConceptScore W2560822991C2779370713 @default.
- W2560822991 hasConceptScore W2560822991C2779510800 @default.
- W2560822991 hasConceptScore W2560822991C2908647359 @default.
- W2560822991 hasConceptScore W2560822991C30905978 @default.
- W2560822991 hasConceptScore W2560822991C33923547 @default.
- W2560822991 hasConceptScore W2560822991C41008148 @default.
- W2560822991 hasConceptScore W2560822991C49937458 @default.
- W2560822991 hasConceptScore W2560822991C73555534 @default.
- W2560822991 hasConceptScore W2560822991C78519656 @default.
- W2560822991 hasConceptScore W2560822991C79403827 @default.
- W2560822991 hasLocation W25608229911 @default.
- W2560822991 hasOpenAccess W2560822991 @default.
- W2560822991 hasPrimaryLocation W25608229911 @default.
- W2560822991 hasRelatedWork W1848110715 @default.
- W2560822991 hasRelatedWork W1977470663 @default.
- W2560822991 hasRelatedWork W1979846095 @default.
- W2560822991 hasRelatedWork W2004667388 @default.
- W2560822991 hasRelatedWork W2027671976 @default.
- W2560822991 hasRelatedWork W2063829462 @default.
- W2560822991 hasRelatedWork W2078367979 @default.
- W2560822991 hasRelatedWork W2092349541 @default.
- W2560822991 hasRelatedWork W2153796635 @default.
- W2560822991 hasRelatedWork W2336358715 @default.
- W2560822991 hasRelatedWork W2540689307 @default.
- W2560822991 hasRelatedWork W2559900990 @default.
- W2560822991 hasRelatedWork W2583558656 @default.
- W2560822991 hasRelatedWork W2783252385 @default.
- W2560822991 hasRelatedWork W2804503668 @default.
- W2560822991 hasRelatedWork W2810910934 @default.
- W2560822991 hasRelatedWork W2893386658 @default.
- W2560822991 hasRelatedWork W3022881591 @default.
- W2560822991 hasRelatedWork W3094481653 @default.
- W2560822991 hasRelatedWork W3197805073 @default.