FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2968135077> ?p ?o ?g. }

• W2968135077 endingPage "1306" @default.
• W2968135077 startingPage "1296" @default.
• W2968135077 abstract "The implementation of optimal power flow (OPF) methods to perform voltage and power flow regulation in electric networks is generally believed to require extensive communication. We consider distribution systems with multiple controllable Distributed Energy Resources (DERs) and present a data-driven approach to learn control policies for each DER to reconstruct and mimic the solution to a centralized OPF problem from solely locally available information. Collectively, all local controllers closely match the centralized OPF solution, providing near-optimal performance and satisfaction of system constraints. A rate distortion framework enables the analysis of how well the resulting fully decentralized control policies are able to reconstruct the OPF solution. The methodology provides a natural extension to decide what nodes a DER should communicate with to improve the reconstruction of its individual policy. The method is applied on both single- and three-phase test feeder networks using data from real loads and distributed generators, focusing on DERs that do not exhibit intertemporal dependencies. It provides a framework for Distribution System Operators to efficiently plan and operate the contributions of DERs to achieve Distributed Energy Services in distribution networks." @default.
• W2968135077 created "2019-08-22" @default.
• W2968135077 creator A5003676168 @default.
• W2968135077 creator A5045155646 @default.
• W2968135077 creator A5066926540 @default.
• W2968135077 creator A5070294446 @default.
• W2968135077 creator A5070827615 @default.
• W2968135077 creator A5078056875 @default.
• W2968135077 date "2020-03-01" @default.
• W2968135077 modified "2023-10-03" @default.
• W2968135077 title "Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning" @default.
• W2968135077 cites W1481489706 @default.
• W2968135077 cites W1978282571 @default.
• W2968135077 cites W1980538774 @default.
• W2968135077 cites W1987257690 @default.
• W2968135077 cites W1989151402 @default.
• W2968135077 cites W1995874947 @default.
• W2968135077 cites W1995884781 @default.
• W2968135077 cites W2011393317 @default.
• W2968135077 cites W2021604425 @default.
• W2968135077 cites W2036360413 @default.
• W2968135077 cites W2076110408 @default.
• W2968135077 cites W2086664392 @default.
• W2968135077 cites W2087279961 @default.
• W2968135077 cites W2100197017 @default.
• W2968135077 cites W2116544781 @default.
• W2968135077 cites W2119139892 @default.
• W2968135077 cites W2135188150 @default.
• W2968135077 cites W2141380252 @default.
• W2968135077 cites W2142441939 @default.
• W2968135077 cites W2165164291 @default.
• W2968135077 cites W2168175751 @default.
• W2968135077 cites W2171845477 @default.
• W2968135077 cites W2344993821 @default.
• W2968135077 cites W2542143421 @default.
• W2968135077 cites W2552962666 @default.
• W2968135077 cites W2570346196 @default.
• W2968135077 cites W2738184248 @default.
• W2968135077 cites W2739935458 @default.
• W2968135077 cites W2770447299 @default.
• W2968135077 cites W2792558539 @default.
• W2968135077 cites W2795690643 @default.
• W2968135077 cites W2922251527 @default.
• W2968135077 cites W2963644006 @default.
• W2968135077 cites W2964133375 @default.
• W2968135077 cites W2970175253 @default.
• W2968135077 cites W3106327698 @default.
• W2968135077 doi "https://doi.org/10.1109/tsg.2019.2935711" @default.
• W2968135077 hasPublicationYear "2020" @default.
• W2968135077 type Work @default.
• W2968135077 sameAs 2968135077 @default.
• W2968135077 citedByCount "54" @default.
• W2968135077 countsByYear W29681350772019 @default.
• W2968135077 countsByYear W29681350772020 @default.
• W2968135077 countsByYear W29681350772021 @default.
• W2968135077 countsByYear W29681350772022 @default.
• W2968135077 countsByYear W29681350772023 @default.
• W2968135077 crossrefType "journal-article" @default.
• W2968135077 hasAuthorship W2968135077A5003676168 @default.
• W2968135077 hasAuthorship W2968135077A5045155646 @default.
• W2968135077 hasAuthorship W2968135077A5066926540 @default.
• W2968135077 hasAuthorship W2968135077A5070294446 @default.
• W2968135077 hasAuthorship W2968135077A5070827615 @default.
• W2968135077 hasAuthorship W2968135077A5078056875 @default.
• W2968135077 hasBestOaLocation W29681350771 @default.
• W2968135077 hasConcept C105795698 @default.
• W2968135077 hasConcept C120314980 @default.
• W2968135077 hasConcept C121332964 @default.
• W2968135077 hasConcept C163258240 @default.
• W2968135077 hasConcept C186370098 @default.
• W2968135077 hasConcept C206815995 @default.
• W2968135077 hasConcept C2524010 @default.
• W2968135077 hasConcept C2986056383 @default.
• W2968135077 hasConcept C33923547 @default.
• W2968135077 hasConcept C38349280 @default.
• W2968135077 hasConcept C41008148 @default.
• W2968135077 hasConcept C62520636 @default.
• W2968135077 hasConcept C89227174 @default.
• W2968135077 hasConceptScore W2968135077C105795698 @default.
• W2968135077 hasConceptScore W2968135077C120314980 @default.
• W2968135077 hasConceptScore W2968135077C121332964 @default.
• W2968135077 hasConceptScore W2968135077C163258240 @default.
• W2968135077 hasConceptScore W2968135077C186370098 @default.
• W2968135077 hasConceptScore W2968135077C206815995 @default.
• W2968135077 hasConceptScore W2968135077C2524010 @default.
• W2968135077 hasConceptScore W2968135077C2986056383 @default.
• W2968135077 hasConceptScore W2968135077C33923547 @default.
• W2968135077 hasConceptScore W2968135077C38349280 @default.
• W2968135077 hasConceptScore W2968135077C41008148 @default.
• W2968135077 hasConceptScore W2968135077C62520636 @default.
• W2968135077 hasConceptScore W2968135077C89227174 @default.
• W2968135077 hasFunder F4320306076 @default.
• W2968135077 hasIssue "2" @default.
• W2968135077 hasLocation W29681350771 @default.
• W2968135077 hasOpenAccess W2968135077 @default.
• W2968135077 hasPrimaryLocation W29681350771 @default.
• W2968135077 hasRelatedWork W1965803438 @default.
• W2968135077 hasRelatedWork W2010003908 @default.

• next