Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313886872> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4313886872 endingPage "10" @default.
- W4313886872 startingPage "1" @default.
- W4313886872 abstract "Power systems with high penetration of renewable energy contain various uncertainties. Scenario-based optimization problems need a large number of discrete scenarios to obtain a reliable approximation for the probabilistic model. It is important to choose typical scenarios and ease the computational burden. This paper presents a scenario reduction network model based on Wasserstein distance. Entropy regularization is used to transform the scenario reduction problem into an unconstrained problem. Through an explicit neural network structure design, the output of the scenario reduction network corresponds to the Sinkhorn distance function. The scenario reduction network can generate the typical scenario set through unsupervised learning. An efficient algorithm is proposed for continuous/discrete scenario reduction. The superiority of the scenario reduction network model is verified through case studies. The numerical results highlight the high accuracy and computational efficiency of the proposed model over state-of-the-art models, and it makes an ideal candidate for large-scale scenario reduction problems." @default.
- W4313886872 created "2023-01-10" @default.
- W4313886872 creator A5013973657 @default.
- W4313886872 creator A5028896559 @default.
- W4313886872 creator A5076342477 @default.
- W4313886872 creator A5083644329 @default.
- W4313886872 creator A5084777564 @default.
- W4313886872 creator A5087095227 @default.
- W4313886872 date "2023-01-01" @default.
- W4313886872 modified "2023-10-16" @default.
- W4313886872 title "Scenario Reduction Network Based on Wasserstein Distance with Regularization" @default.
- W4313886872 doi "https://doi.org/10.1109/tpwrs.2023.3234277" @default.
- W4313886872 hasPublicationYear "2023" @default.
- W4313886872 type Work @default.
- W4313886872 citedByCount "1" @default.
- W4313886872 countsByYear W43138868722023 @default.
- W4313886872 crossrefType "journal-article" @default.
- W4313886872 hasAuthorship W4313886872A5013973657 @default.
- W4313886872 hasAuthorship W4313886872A5028896559 @default.
- W4313886872 hasAuthorship W4313886872A5076342477 @default.
- W4313886872 hasAuthorship W4313886872A5083644329 @default.
- W4313886872 hasAuthorship W4313886872A5084777564 @default.
- W4313886872 hasAuthorship W4313886872A5087095227 @default.
- W4313886872 hasConcept C106301342 @default.
- W4313886872 hasConcept C111335779 @default.
- W4313886872 hasConcept C121332964 @default.
- W4313886872 hasConcept C126255220 @default.
- W4313886872 hasConcept C154945302 @default.
- W4313886872 hasConcept C2524010 @default.
- W4313886872 hasConcept C33923547 @default.
- W4313886872 hasConcept C41008148 @default.
- W4313886872 hasConcept C49937458 @default.
- W4313886872 hasConcept C50644808 @default.
- W4313886872 hasConcept C62520636 @default.
- W4313886872 hasConceptScore W4313886872C106301342 @default.
- W4313886872 hasConceptScore W4313886872C111335779 @default.
- W4313886872 hasConceptScore W4313886872C121332964 @default.
- W4313886872 hasConceptScore W4313886872C126255220 @default.
- W4313886872 hasConceptScore W4313886872C154945302 @default.
- W4313886872 hasConceptScore W4313886872C2524010 @default.
- W4313886872 hasConceptScore W4313886872C33923547 @default.
- W4313886872 hasConceptScore W4313886872C41008148 @default.
- W4313886872 hasConceptScore W4313886872C49937458 @default.
- W4313886872 hasConceptScore W4313886872C50644808 @default.
- W4313886872 hasConceptScore W4313886872C62520636 @default.
- W4313886872 hasFunder F4320321001 @default.
- W4313886872 hasFunder F4320335777 @default.
- W4313886872 hasLocation W43138868721 @default.
- W4313886872 hasOpenAccess W4313886872 @default.
- W4313886872 hasPrimaryLocation W43138868721 @default.
- W4313886872 hasRelatedWork W1603153151 @default.
- W4313886872 hasRelatedWork W1986722485 @default.
- W4313886872 hasRelatedWork W2067837718 @default.
- W4313886872 hasRelatedWork W2355754418 @default.
- W4313886872 hasRelatedWork W2366092068 @default.
- W4313886872 hasRelatedWork W2381770184 @default.
- W4313886872 hasRelatedWork W2386387936 @default.
- W4313886872 hasRelatedWork W2386451116 @default.
- W4313886872 hasRelatedWork W4290792893 @default.
- W4313886872 hasRelatedWork W2463463126 @default.
- W4313886872 isParatext "false" @default.
- W4313886872 isRetracted "false" @default.
- W4313886872 workType "article" @default.