Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377016710> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4377016710 endingPage "903" @default.
- W4377016710 startingPage "894" @default.
- W4377016710 abstract "Effective economic dispatch for the integrated energy system (IES) can improve energy efficiency and promote renewable energy accommodation. Tradition IES economic dispatch are based on model-based methods that rely on accurate system parameters and uncertainty prediction. This paper proposes a data-driven fast economic dispatch method based on deep reinforcement learning (DRL) in an integrated electricity and natural gas system (IEGS). Unlike other DRL-based studies that spend a lot of computation time to calculate power flow, we employ DNNs to learn the complex nonlinear relationship existing in the IEGS, namely IEGSNet. Then, the economic dispatch problem is formulated as a Markov decision process, and solved by the soft actor–critic (SAC) algorithm. Simulation results illustrate that the proposed method achieves the similar operation cost to the tradition DRL-based dispatch method, but takes almost one tenth of the training time. Additionally, the computation time of the proposed method for 10-day dataset is at least two orders of magnitudes shorter that the model-based optimization algorithm." @default.
- W4377016710 created "2023-05-19" @default.
- W4377016710 creator A5000803774 @default.
- W4377016710 creator A5012467633 @default.
- W4377016710 creator A5058169961 @default.
- W4377016710 creator A5087631945 @default.
- W4377016710 date "2023-09-01" @default.
- W4377016710 modified "2023-09-27" @default.
- W4377016710 title "A data-driven approach towards fast economic dispatch in integrated electricity and natural gas system" @default.
- W4377016710 cites W2007829711 @default.
- W4377016710 cites W2145339207 @default.
- W4377016710 cites W2567784893 @default.
- W4377016710 cites W2728050068 @default.
- W4377016710 cites W2775533999 @default.
- W4377016710 cites W2781766808 @default.
- W4377016710 cites W2909282451 @default.
- W4377016710 cites W2971920409 @default.
- W4377016710 cites W2981860264 @default.
- W4377016710 cites W3035301282 @default.
- W4377016710 cites W3108288031 @default.
- W4377016710 cites W3123145298 @default.
- W4377016710 cites W3167995857 @default.
- W4377016710 cites W4200143428 @default.
- W4377016710 cites W4205147388 @default.
- W4377016710 cites W4213286046 @default.
- W4377016710 cites W4220840576 @default.
- W4377016710 cites W4220869408 @default.
- W4377016710 doi "https://doi.org/10.1016/j.egyr.2023.05.013" @default.
- W4377016710 hasPublicationYear "2023" @default.
- W4377016710 type Work @default.
- W4377016710 citedByCount "0" @default.
- W4377016710 crossrefType "journal-article" @default.
- W4377016710 hasAuthorship W4377016710A5000803774 @default.
- W4377016710 hasAuthorship W4377016710A5012467633 @default.
- W4377016710 hasAuthorship W4377016710A5058169961 @default.
- W4377016710 hasAuthorship W4377016710A5087631945 @default.
- W4377016710 hasBestOaLocation W43770167101 @default.
- W4377016710 hasConcept C105795698 @default.
- W4377016710 hasConcept C106189395 @default.
- W4377016710 hasConcept C111919701 @default.
- W4377016710 hasConcept C11413529 @default.
- W4377016710 hasConcept C119599485 @default.
- W4377016710 hasConcept C121332964 @default.
- W4377016710 hasConcept C126255220 @default.
- W4377016710 hasConcept C127413603 @default.
- W4377016710 hasConcept C158622935 @default.
- W4377016710 hasConcept C159886148 @default.
- W4377016710 hasConcept C163258240 @default.
- W4377016710 hasConcept C187633118 @default.
- W4377016710 hasConcept C188573790 @default.
- W4377016710 hasConcept C206658404 @default.
- W4377016710 hasConcept C33923547 @default.
- W4377016710 hasConcept C41008148 @default.
- W4377016710 hasConcept C423512 @default.
- W4377016710 hasConcept C45374587 @default.
- W4377016710 hasConcept C62520636 @default.
- W4377016710 hasConcept C89227174 @default.
- W4377016710 hasConcept C98045186 @default.
- W4377016710 hasConceptScore W4377016710C105795698 @default.
- W4377016710 hasConceptScore W4377016710C106189395 @default.
- W4377016710 hasConceptScore W4377016710C111919701 @default.
- W4377016710 hasConceptScore W4377016710C11413529 @default.
- W4377016710 hasConceptScore W4377016710C119599485 @default.
- W4377016710 hasConceptScore W4377016710C121332964 @default.
- W4377016710 hasConceptScore W4377016710C126255220 @default.
- W4377016710 hasConceptScore W4377016710C127413603 @default.
- W4377016710 hasConceptScore W4377016710C158622935 @default.
- W4377016710 hasConceptScore W4377016710C159886148 @default.
- W4377016710 hasConceptScore W4377016710C163258240 @default.
- W4377016710 hasConceptScore W4377016710C187633118 @default.
- W4377016710 hasConceptScore W4377016710C188573790 @default.
- W4377016710 hasConceptScore W4377016710C206658404 @default.
- W4377016710 hasConceptScore W4377016710C33923547 @default.
- W4377016710 hasConceptScore W4377016710C41008148 @default.
- W4377016710 hasConceptScore W4377016710C423512 @default.
- W4377016710 hasConceptScore W4377016710C45374587 @default.
- W4377016710 hasConceptScore W4377016710C62520636 @default.
- W4377016710 hasConceptScore W4377016710C89227174 @default.
- W4377016710 hasConceptScore W4377016710C98045186 @default.
- W4377016710 hasLocation W43770167101 @default.
- W4377016710 hasOpenAccess W4377016710 @default.
- W4377016710 hasPrimaryLocation W43770167101 @default.
- W4377016710 hasRelatedWork W2035820076 @default.
- W4377016710 hasRelatedWork W2161367706 @default.
- W4377016710 hasRelatedWork W2563674362 @default.
- W4377016710 hasRelatedWork W2773527693 @default.
- W4377016710 hasRelatedWork W2884942185 @default.
- W4377016710 hasRelatedWork W3170280474 @default.
- W4377016710 hasRelatedWork W4220757383 @default.
- W4377016710 hasRelatedWork W4237095760 @default.
- W4377016710 hasRelatedWork W4249975064 @default.
- W4377016710 hasRelatedWork W4382679550 @default.
- W4377016710 hasVolume "9" @default.
- W4377016710 isParatext "false" @default.
- W4377016710 isRetracted "false" @default.
- W4377016710 workType "article" @default.