Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386996949> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4386996949 endingPage "129186" @default.
- W4386996949 startingPage "129186" @default.
- W4386996949 abstract "The uncertainty of renewable energy output randomness and multiple load demand uncertainty significantly increases the complexity of optimization and scheduling in regional integrated energy systems (RIES), rendering traditional optimization methods insufficient. This paper proposes a multi-scale optimization and scheduling strategy for RIES based on source-load forecasting. Firstly, considering the coupling characteristics of sources and loads, we construct a Multi-Task Multi-Head-based Source-Load Joint Forecasting Model (MTMH-MTL), which provides effective predictive data for optimization and scheduling. Secondly, to further mitigate the impacts of source and load randomness, we develop a multi-time scale optimization model, which plans unit output in two stages, namely, day-ahead and intra-day, through a rolling mechanism. Finally, case simulations confirm that the proposed approach flexibly reduces the influence of randomness on system operations. Compared to traditional methods, our approach reduces economic indicators by 9.17%, environmental indicators by 5.66%, significantly enhances RIES energy utilization, ensures dynamic user demand fulfillment, and strengthens energy stability." @default.
- W4386996949 created "2023-09-25" @default.
- W4386996949 creator A5004231602 @default.
- W4386996949 creator A5016400683 @default.
- W4386996949 creator A5061070017 @default.
- W4386996949 creator A5069457476 @default.
- W4386996949 creator A5084745886 @default.
- W4386996949 date "2023-11-01" @default.
- W4386996949 modified "2023-10-18" @default.
- W4386996949 title "Multi-timescale optimization scheduling of regional integrated energy system based on source-load joint forecasting" @default.
- W4386996949 cites W2345210615 @default.
- W4386996949 cites W2481798434 @default.
- W4386996949 cites W2890206490 @default.
- W4386996949 cites W2910005013 @default.
- W4386996949 cites W2934023751 @default.
- W4386996949 cites W2943251214 @default.
- W4386996949 cites W2983365217 @default.
- W4386996949 cites W2997234275 @default.
- W4386996949 cites W3007917149 @default.
- W4386996949 cites W3009274030 @default.
- W4386996949 cites W3045919721 @default.
- W4386996949 cites W3135803599 @default.
- W4386996949 cites W3156167489 @default.
- W4386996949 cites W3173271464 @default.
- W4386996949 cites W3192944705 @default.
- W4386996949 cites W3205885933 @default.
- W4386996949 cites W3216454943 @default.
- W4386996949 cites W4211230577 @default.
- W4386996949 cites W4220662822 @default.
- W4386996949 cites W4226280728 @default.
- W4386996949 cites W4226345300 @default.
- W4386996949 cites W4281730771 @default.
- W4386996949 cites W4282028054 @default.
- W4386996949 cites W4289528755 @default.
- W4386996949 cites W4297985253 @default.
- W4386996949 cites W4306675699 @default.
- W4386996949 cites W4313215748 @default.
- W4386996949 cites W4313215838 @default.
- W4386996949 cites W4313216279 @default.
- W4386996949 cites W4319590884 @default.
- W4386996949 cites W4385371551 @default.
- W4386996949 doi "https://doi.org/10.1016/j.energy.2023.129186" @default.
- W4386996949 hasPublicationYear "2023" @default.
- W4386996949 type Work @default.
- W4386996949 citedByCount "0" @default.
- W4386996949 crossrefType "journal-article" @default.
- W4386996949 hasAuthorship W4386996949A5004231602 @default.
- W4386996949 hasAuthorship W4386996949A5016400683 @default.
- W4386996949 hasAuthorship W4386996949A5061070017 @default.
- W4386996949 hasAuthorship W4386996949A5069457476 @default.
- W4386996949 hasAuthorship W4386996949A5084745886 @default.
- W4386996949 hasConcept C105795698 @default.
- W4386996949 hasConcept C119599485 @default.
- W4386996949 hasConcept C125112378 @default.
- W4386996949 hasConcept C126255220 @default.
- W4386996949 hasConcept C127413603 @default.
- W4386996949 hasConcept C188573790 @default.
- W4386996949 hasConcept C206729178 @default.
- W4386996949 hasConcept C33923547 @default.
- W4386996949 hasConcept C41008148 @default.
- W4386996949 hasConceptScore W4386996949C105795698 @default.
- W4386996949 hasConceptScore W4386996949C119599485 @default.
- W4386996949 hasConceptScore W4386996949C125112378 @default.
- W4386996949 hasConceptScore W4386996949C126255220 @default.
- W4386996949 hasConceptScore W4386996949C127413603 @default.
- W4386996949 hasConceptScore W4386996949C188573790 @default.
- W4386996949 hasConceptScore W4386996949C206729178 @default.
- W4386996949 hasConceptScore W4386996949C33923547 @default.
- W4386996949 hasConceptScore W4386996949C41008148 @default.
- W4386996949 hasFunder F4320321001 @default.
- W4386996949 hasFunder F4320324174 @default.
- W4386996949 hasLocation W43869969491 @default.
- W4386996949 hasOpenAccess W4386996949 @default.
- W4386996949 hasPrimaryLocation W43869969491 @default.
- W4386996949 hasRelatedWork W1513698804 @default.
- W4386996949 hasRelatedWork W1982811510 @default.
- W4386996949 hasRelatedWork W2029712093 @default.
- W4386996949 hasRelatedWork W2748952813 @default.
- W4386996949 hasRelatedWork W2899084033 @default.
- W4386996949 hasRelatedWork W2981906196 @default.
- W4386996949 hasRelatedWork W3034924094 @default.
- W4386996949 hasRelatedWork W3094954546 @default.
- W4386996949 hasRelatedWork W4310560702 @default.
- W4386996949 hasRelatedWork W52943787 @default.
- W4386996949 hasVolume "283" @default.
- W4386996949 isParatext "false" @default.
- W4386996949 isRetracted "false" @default.
- W4386996949 workType "article" @default.