Matches in SemOpenAlex for { <https://semopenalex.org/work/W3133645222> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3133645222 endingPage "e0246718" @default.
- W3133645222 startingPage "e0246718" @default.
- W3133645222 abstract "The purposes are to evaluate the Distributed Clustering Algorithm (DCA) applicability in the power system's big data processing and find the information economic dispatch strategy suitable for new energy consumption in power systems. A two-layer DCA algorithm is proposed based on K-Means Clustering (KMC) and Affinity Propagation (AP) clustering algorithms. Then the incentive Demand Response (DR) is introduced, and the DR flexibility of the user side is analyzed. Finally, the day-ahead dispatch and real-time dispatch schemes are combined, and a multi-period information economic dispatch model is constructed. The algorithm performance is analyzed according to case analyses of new energy consumption. Results demonstrate that the two-layer DCA's calculation time is 5.23s only, the number of iterations is small, and the classification accuracy rate reaches 0.991. Case 2 corresponding to the proposed model can consume the new energy, and the income of the aggregator can be maximized. In short, the multi-period information economic dispatch model can consume the new energy and meet the DR of the user side." @default.
- W3133645222 created "2021-03-15" @default.
- W3133645222 creator A5000214465 @default.
- W3133645222 date "2021-03-11" @default.
- W3133645222 modified "2023-10-16" @default.
- W3133645222 title "The role of clustering algorithm-based big data processing in information economy development" @default.
- W3133645222 cites W2042290665 @default.
- W3133645222 cites W2082849333 @default.
- W3133645222 cites W2327618738 @default.
- W3133645222 cites W2512496029 @default.
- W3133645222 cites W2538493880 @default.
- W3133645222 cites W2591511887 @default.
- W3133645222 cites W2618202244 @default.
- W3133645222 cites W2725427664 @default.
- W3133645222 cites W2767311092 @default.
- W3133645222 cites W2783570585 @default.
- W3133645222 cites W2788571744 @default.
- W3133645222 cites W2797905791 @default.
- W3133645222 cites W2800123028 @default.
- W3133645222 cites W2804095963 @default.
- W3133645222 cites W2895486787 @default.
- W3133645222 cites W2919825438 @default.
- W3133645222 cites W2921871306 @default.
- W3133645222 cites W2943408244 @default.
- W3133645222 cites W2944150665 @default.
- W3133645222 cites W2994745136 @default.
- W3133645222 cites W3007976404 @default.
- W3133645222 cites W3023318912 @default.
- W3133645222 doi "https://doi.org/10.1371/journal.pone.0246718" @default.
- W3133645222 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7951923" @default.
- W3133645222 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33705391" @default.
- W3133645222 hasPublicationYear "2021" @default.
- W3133645222 type Work @default.
- W3133645222 sameAs 3133645222 @default.
- W3133645222 citedByCount "2" @default.
- W3133645222 countsByYear W31336452222023 @default.
- W3133645222 crossrefType "journal-article" @default.
- W3133645222 hasAuthorship W3133645222A5000214465 @default.
- W3133645222 hasBestOaLocation W31336452221 @default.
- W3133645222 hasConcept C105795698 @default.
- W3133645222 hasConcept C111919701 @default.
- W3133645222 hasConcept C11413529 @default.
- W3133645222 hasConcept C119599485 @default.
- W3133645222 hasConcept C121332964 @default.
- W3133645222 hasConcept C124101348 @default.
- W3133645222 hasConcept C127413603 @default.
- W3133645222 hasConcept C154945302 @default.
- W3133645222 hasConcept C163258240 @default.
- W3133645222 hasConcept C180505990 @default.
- W3133645222 hasConcept C187633118 @default.
- W3133645222 hasConcept C2780165032 @default.
- W3133645222 hasConcept C2780598303 @default.
- W3133645222 hasConcept C33923547 @default.
- W3133645222 hasConcept C41008148 @default.
- W3133645222 hasConcept C62520636 @default.
- W3133645222 hasConcept C73555534 @default.
- W3133645222 hasConcept C89227174 @default.
- W3133645222 hasConceptScore W3133645222C105795698 @default.
- W3133645222 hasConceptScore W3133645222C111919701 @default.
- W3133645222 hasConceptScore W3133645222C11413529 @default.
- W3133645222 hasConceptScore W3133645222C119599485 @default.
- W3133645222 hasConceptScore W3133645222C121332964 @default.
- W3133645222 hasConceptScore W3133645222C124101348 @default.
- W3133645222 hasConceptScore W3133645222C127413603 @default.
- W3133645222 hasConceptScore W3133645222C154945302 @default.
- W3133645222 hasConceptScore W3133645222C163258240 @default.
- W3133645222 hasConceptScore W3133645222C180505990 @default.
- W3133645222 hasConceptScore W3133645222C187633118 @default.
- W3133645222 hasConceptScore W3133645222C2780165032 @default.
- W3133645222 hasConceptScore W3133645222C2780598303 @default.
- W3133645222 hasConceptScore W3133645222C33923547 @default.
- W3133645222 hasConceptScore W3133645222C41008148 @default.
- W3133645222 hasConceptScore W3133645222C62520636 @default.
- W3133645222 hasConceptScore W3133645222C73555534 @default.
- W3133645222 hasConceptScore W3133645222C89227174 @default.
- W3133645222 hasFunder F4320335960 @default.
- W3133645222 hasIssue "3" @default.
- W3133645222 hasLocation W31336452221 @default.
- W3133645222 hasLocation W31336452222 @default.
- W3133645222 hasLocation W31336452223 @default.
- W3133645222 hasLocation W31336452224 @default.
- W3133645222 hasOpenAccess W3133645222 @default.
- W3133645222 hasPrimaryLocation W31336452221 @default.
- W3133645222 hasRelatedWork W2047702774 @default.
- W3133645222 hasRelatedWork W2088800109 @default.
- W3133645222 hasRelatedWork W2316213686 @default.
- W3133645222 hasRelatedWork W2906475741 @default.
- W3133645222 hasRelatedWork W2965221083 @default.
- W3133645222 hasRelatedWork W3033873799 @default.
- W3133645222 hasRelatedWork W3044125869 @default.
- W3133645222 hasRelatedWork W3172096620 @default.
- W3133645222 hasRelatedWork W4286305590 @default.
- W3133645222 hasRelatedWork W4296137374 @default.
- W3133645222 hasVolume "16" @default.
- W3133645222 isParatext "false" @default.
- W3133645222 isRetracted "true" @default.
- W3133645222 magId "3133645222" @default.
- W3133645222 workType "article" @default.