FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310363984> ?p ?o ?g. }

• W4310363984 endingPage "9017" @default.
• W4310363984 startingPage "9017" @default.
• W4310363984 abstract "The worldwide aspiration for a sustainable energy future has led to an increasing deployment of variable and intermittent renewable energy sources (RESs). As a result, predicting and planning the operation of power grids has become more complex. Batteries can play a critical role to this problem as they can absorb the uncertainties introduced by RESs. In this paper, we solve the problem of computing a dispatch plan for a distribution grid with RESs and batteries with a novel approach based on Reinforcement Learning (RL). Although RL is not inherently suited for planning problems that require open loop policies, we have developed an iterative algorithm that calls a trained RL agent at each iteration to compute the dispatch plan. Since the feedback given to the RL agent cannot be directly observed because the dispatch plan is computed ahead of operation, it is estimated. Compared to the conventional approach of scenario-based optimization, our RL-based approach can exploit significantly more prior information on the uncertainty and computes dispatch plans faster. Our evaluation and comparative results demonstrate the accuracy of the computed dispatch plans as well as the adaptability of our agent to input data that diverge from the training data." @default.
• W4310363984 created "2022-12-09" @default.
• W4310363984 creator A5029570783 @default.
• W4310363984 creator A5054484102 @default.
• W4310363984 creator A5067869981 @default.
• W4310363984 date "2022-11-29" @default.
• W4310363984 modified "2023-09-30" @default.
• W4310363984 title "Computing Day-Ahead Dispatch Plans for Active Distribution Grids Using a Reinforcement Learning Based Algorithm" @default.
• W4310363984 cites W1977717893 @default.
• W4310363984 cites W1978282571 @default.
• W4310363984 cites W1997067397 @default.
• W4310363984 cites W2077440620 @default.
• W4310363984 cites W2100197017 @default.
• W4310363984 cites W2103601587 @default.
• W4310363984 cites W2113810680 @default.
• W4310363984 cites W2138380733 @default.
• W4310363984 cites W2145339207 @default.
• W4310363984 cites W2156825077 @default.
• W4310363984 cites W2171845477 @default.
• W4310363984 cites W2255103830 @default.
• W4310363984 cites W2277948250 @default.
• W4310363984 cites W2549652056 @default.
• W4310363984 cites W2553606313 @default.
• W4310363984 cites W2572169820 @default.
• W4310363984 cites W2597298744 @default.
• W4310363984 cites W2624791853 @default.
• W4310363984 cites W2809752791 @default.
• W4310363984 cites W2827168003 @default.
• W4310363984 cites W2956016766 @default.
• W4310363984 cites W2963477385 @default.
• W4310363984 cites W2964220051 @default.
• W4310363984 cites W2970175253 @default.
• W4310363984 cites W2998838789 @default.
• W4310363984 cites W3015148815 @default.
• W4310363984 cites W3105031806 @default.
• W4310363984 cites W3172421119 @default.
• W4310363984 doi "https://doi.org/10.3390/en15239017" @default.
• W4310363984 hasPublicationYear "2022" @default.
• W4310363984 type Work @default.
• W4310363984 citedByCount "0" @default.
• W4310363984 crossrefType "journal-article" @default.
• W4310363984 hasAuthorship W4310363984A5029570783 @default.
• W4310363984 hasAuthorship W4310363984A5054484102 @default.
• W4310363984 hasAuthorship W4310363984A5067869981 @default.
• W4310363984 hasBestOaLocation W43103639841 @default.
• W4310363984 hasConcept C105339364 @default.
• W4310363984 hasConcept C111919701 @default.
• W4310363984 hasConcept C119599485 @default.
• W4310363984 hasConcept C121332964 @default.
• W4310363984 hasConcept C126255220 @default.
• W4310363984 hasConcept C127413603 @default.
• W4310363984 hasConcept C154945302 @default.
• W4310363984 hasConcept C163258240 @default.
• W4310363984 hasConcept C165696696 @default.
• W4310363984 hasConcept C166957645 @default.
• W4310363984 hasConcept C177606310 @default.
• W4310363984 hasConcept C187633118 @default.
• W4310363984 hasConcept C187691185 @default.
• W4310363984 hasConcept C188573790 @default.
• W4310363984 hasConcept C18903297 @default.
• W4310363984 hasConcept C2524010 @default.
• W4310363984 hasConcept C2776505523 @default.
• W4310363984 hasConcept C33923547 @default.
• W4310363984 hasConcept C38652104 @default.
• W4310363984 hasConcept C41008148 @default.
• W4310363984 hasConcept C62520636 @default.
• W4310363984 hasConcept C86803240 @default.
• W4310363984 hasConcept C89227174 @default.
• W4310363984 hasConcept C95457728 @default.
• W4310363984 hasConcept C97541855 @default.
• W4310363984 hasConceptScore W4310363984C105339364 @default.
• W4310363984 hasConceptScore W4310363984C111919701 @default.
• W4310363984 hasConceptScore W4310363984C119599485 @default.
• W4310363984 hasConceptScore W4310363984C121332964 @default.
• W4310363984 hasConceptScore W4310363984C126255220 @default.
• W4310363984 hasConceptScore W4310363984C127413603 @default.
• W4310363984 hasConceptScore W4310363984C154945302 @default.
• W4310363984 hasConceptScore W4310363984C163258240 @default.
• W4310363984 hasConceptScore W4310363984C165696696 @default.
• W4310363984 hasConceptScore W4310363984C166957645 @default.
• W4310363984 hasConceptScore W4310363984C177606310 @default.
• W4310363984 hasConceptScore W4310363984C187633118 @default.
• W4310363984 hasConceptScore W4310363984C187691185 @default.
• W4310363984 hasConceptScore W4310363984C188573790 @default.
• W4310363984 hasConceptScore W4310363984C18903297 @default.
• W4310363984 hasConceptScore W4310363984C2524010 @default.
• W4310363984 hasConceptScore W4310363984C2776505523 @default.
• W4310363984 hasConceptScore W4310363984C33923547 @default.
• W4310363984 hasConceptScore W4310363984C38652104 @default.
• W4310363984 hasConceptScore W4310363984C41008148 @default.
• W4310363984 hasConceptScore W4310363984C62520636 @default.
• W4310363984 hasConceptScore W4310363984C86803240 @default.
• W4310363984 hasConceptScore W4310363984C89227174 @default.
• W4310363984 hasConceptScore W4310363984C95457728 @default.
• W4310363984 hasConceptScore W4310363984C97541855 @default.
• W4310363984 hasIssue "23" @default.
• W4310363984 hasLocation W43103639841 @default.
• W4310363984 hasLocation W43103639842 @default.

• next