Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311416420> ?p ?o ?g. }
- W4311416420 abstract "Smart buildings, equipped with controllable devices and energy management systems are expected to be substantial parts of the future energy grids. In this paper, a Reinforcement Learning (RL)-based method is developed for the energy scheduling of a smart home's energy storage system, which is also equipped with a photovoltaic system. The proposed scheme aims to minimize the electricity cost of the smart home; the overall problem is formulated as a Markov decision process, and it is solved by applying the Deep Deterministic Policy Gradient (DDPG). The main advantage of the proposed method is that increases the degree of similarity between the train set and the test set, through data clustering, achieving superior energy schedules than the existing RL-based approaches." @default.
- W4311416420 created "2022-12-26" @default.
- W4311416420 creator A5008942349 @default.
- W4311416420 creator A5016866376 @default.
- W4311416420 creator A5056825446 @default.
- W4311416420 creator A5079423820 @default.
- W4311416420 date "2022-11-02" @default.
- W4311416420 modified "2023-10-03" @default.
- W4311416420 title "Smart home's energy management applying the deep deterministic policy gradient and clustering" @default.
- W4311416420 cites W2013190587 @default.
- W4311416420 cites W2024030054 @default.
- W4311416420 cites W2063866856 @default.
- W4311416420 cites W2080048739 @default.
- W4311416420 cites W2552671119 @default.
- W4311416420 cites W2743476389 @default.
- W4311416420 cites W2785111396 @default.
- W4311416420 cites W2804820036 @default.
- W4311416420 cites W2827363701 @default.
- W4311416420 cites W2885731420 @default.
- W4311416420 cites W2889790098 @default.
- W4311416420 cites W2901930545 @default.
- W4311416420 cites W2926295867 @default.
- W4311416420 cites W2949816299 @default.
- W4311416420 cites W2952242647 @default.
- W4311416420 cites W2963317745 @default.
- W4311416420 cites W2974232099 @default.
- W4311416420 cites W3005335721 @default.
- W4311416420 cites W3006765757 @default.
- W4311416420 cites W3010036076 @default.
- W4311416420 cites W3023669592 @default.
- W4311416420 cites W3049038022 @default.
- W4311416420 cites W3095810316 @default.
- W4311416420 cites W3108765643 @default.
- W4311416420 cites W3110435694 @default.
- W4311416420 cites W3116317014 @default.
- W4311416420 cites W3209292318 @default.
- W4311416420 doi "https://doi.org/10.1109/camad55695.2022.9966887" @default.
- W4311416420 hasPublicationYear "2022" @default.
- W4311416420 type Work @default.
- W4311416420 citedByCount "1" @default.
- W4311416420 countsByYear W43114164202023 @default.
- W4311416420 crossrefType "proceedings-article" @default.
- W4311416420 hasAuthorship W4311416420A5008942349 @default.
- W4311416420 hasAuthorship W4311416420A5016866376 @default.
- W4311416420 hasAuthorship W4311416420A5056825446 @default.
- W4311416420 hasAuthorship W4311416420A5079423820 @default.
- W4311416420 hasBestOaLocation W43114164202 @default.
- W4311416420 hasConcept C10558101 @default.
- W4311416420 hasConcept C105795698 @default.
- W4311416420 hasConcept C106189395 @default.
- W4311416420 hasConcept C119599485 @default.
- W4311416420 hasConcept C121332964 @default.
- W4311416420 hasConcept C126255220 @default.
- W4311416420 hasConcept C127413603 @default.
- W4311416420 hasConcept C154945302 @default.
- W4311416420 hasConcept C159886148 @default.
- W4311416420 hasConcept C163258240 @default.
- W4311416420 hasConcept C186370098 @default.
- W4311416420 hasConcept C206658404 @default.
- W4311416420 hasConcept C206729178 @default.
- W4311416420 hasConcept C33923547 @default.
- W4311416420 hasConcept C41008148 @default.
- W4311416420 hasConcept C62520636 @default.
- W4311416420 hasConcept C73555534 @default.
- W4311416420 hasConcept C73916439 @default.
- W4311416420 hasConcept C7817414 @default.
- W4311416420 hasConcept C97541855 @default.
- W4311416420 hasConceptScore W4311416420C10558101 @default.
- W4311416420 hasConceptScore W4311416420C105795698 @default.
- W4311416420 hasConceptScore W4311416420C106189395 @default.
- W4311416420 hasConceptScore W4311416420C119599485 @default.
- W4311416420 hasConceptScore W4311416420C121332964 @default.
- W4311416420 hasConceptScore W4311416420C126255220 @default.
- W4311416420 hasConceptScore W4311416420C127413603 @default.
- W4311416420 hasConceptScore W4311416420C154945302 @default.
- W4311416420 hasConceptScore W4311416420C159886148 @default.
- W4311416420 hasConceptScore W4311416420C163258240 @default.
- W4311416420 hasConceptScore W4311416420C186370098 @default.
- W4311416420 hasConceptScore W4311416420C206658404 @default.
- W4311416420 hasConceptScore W4311416420C206729178 @default.
- W4311416420 hasConceptScore W4311416420C33923547 @default.
- W4311416420 hasConceptScore W4311416420C41008148 @default.
- W4311416420 hasConceptScore W4311416420C62520636 @default.
- W4311416420 hasConceptScore W4311416420C73555534 @default.
- W4311416420 hasConceptScore W4311416420C73916439 @default.
- W4311416420 hasConceptScore W4311416420C7817414 @default.
- W4311416420 hasConceptScore W4311416420C97541855 @default.
- W4311416420 hasLocation W43114164201 @default.
- W4311416420 hasLocation W43114164202 @default.
- W4311416420 hasOpenAccess W4311416420 @default.
- W4311416420 hasPrimaryLocation W43114164201 @default.
- W4311416420 hasRelatedWork W1556532828 @default.
- W4311416420 hasRelatedWork W1574991376 @default.
- W4311416420 hasRelatedWork W1985560493 @default.
- W4311416420 hasRelatedWork W1991138660 @default.
- W4311416420 hasRelatedWork W2611402198 @default.
- W4311416420 hasRelatedWork W2896384098 @default.
- W4311416420 hasRelatedWork W2937181779 @default.
- W4311416420 hasRelatedWork W3020747203 @default.
- W4311416420 hasRelatedWork W3198564127 @default.