Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385541370> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4385541370 abstract "With the increasing utilization of electric vehicles (EVs) for transportation, it has become crucial to effectively manage its battery charging and discharging processes. Smart charging and discharging strategies considering Vehicle-to-Grid (V2G) integration are instrumental in achieving this, as they contribute to cost-effective energy consumption for end users and facilitate load balancing for the grid. In this study, we develop a method using deep Q-Networks (DQN) to create smart charging and discharging plans for EVs that take into account V2G capabilities. To ensure adaptability to diverse and complex driving patterns, we train and evaluate the DQN agent using real-world driving data from various vehicles. Moreover, our approach anticipates the widespread availability of public charging infrastructure and V2G opportunities in the future, assuming that EVs can be charged and discharged at any location, not just at home. While our study has some limitations, such as not accounting for battery degradation and the need for developing models for larger battery capacities, our proposed method offers a promising step toward more efficient and sustainable EV energy management with V2G integration." @default.
- W4385541370 created "2023-08-04" @default.
- W4385541370 creator A5023192293 @default.
- W4385541370 creator A5069099139 @default.
- W4385541370 date "2023-06-06" @default.
- W4385541370 modified "2023-10-01" @default.
- W4385541370 title "Real-World Data-Driven Electric Vehicle Charge and Discharge Planning with Deep Q-Network" @default.
- W4385541370 cites W2008257391 @default.
- W4385541370 cites W2064675550 @default.
- W4385541370 cites W2078834385 @default.
- W4385541370 cites W2118483682 @default.
- W4385541370 cites W2145339207 @default.
- W4385541370 cites W2612587095 @default.
- W4385541370 cites W2805410871 @default.
- W4385541370 cites W2990466689 @default.
- W4385541370 cites W3181341067 @default.
- W4385541370 cites W4311143643 @default.
- W4385541370 cites W4385796488 @default.
- W4385541370 doi "https://doi.org/10.1109/eeeic/icpseurope57605.2023.10194604" @default.
- W4385541370 hasPublicationYear "2023" @default.
- W4385541370 type Work @default.
- W4385541370 citedByCount "0" @default.
- W4385541370 crossrefType "proceedings-article" @default.
- W4385541370 hasAuthorship W4385541370A5023192293 @default.
- W4385541370 hasAuthorship W4385541370A5069099139 @default.
- W4385541370 hasConcept C10558101 @default.
- W4385541370 hasConcept C119599485 @default.
- W4385541370 hasConcept C121332964 @default.
- W4385541370 hasConcept C127413603 @default.
- W4385541370 hasConcept C163258240 @default.
- W4385541370 hasConcept C171146098 @default.
- W4385541370 hasConcept C177606310 @default.
- W4385541370 hasConcept C187691185 @default.
- W4385541370 hasConcept C18903297 @default.
- W4385541370 hasConcept C2524010 @default.
- W4385541370 hasConcept C2776422217 @default.
- W4385541370 hasConcept C2776582896 @default.
- W4385541370 hasConcept C2780068603 @default.
- W4385541370 hasConcept C2780165032 @default.
- W4385541370 hasConcept C33923547 @default.
- W4385541370 hasConcept C41008148 @default.
- W4385541370 hasConcept C555008776 @default.
- W4385541370 hasConcept C62520636 @default.
- W4385541370 hasConcept C73916439 @default.
- W4385541370 hasConcept C86803240 @default.
- W4385541370 hasConceptScore W4385541370C10558101 @default.
- W4385541370 hasConceptScore W4385541370C119599485 @default.
- W4385541370 hasConceptScore W4385541370C121332964 @default.
- W4385541370 hasConceptScore W4385541370C127413603 @default.
- W4385541370 hasConceptScore W4385541370C163258240 @default.
- W4385541370 hasConceptScore W4385541370C171146098 @default.
- W4385541370 hasConceptScore W4385541370C177606310 @default.
- W4385541370 hasConceptScore W4385541370C187691185 @default.
- W4385541370 hasConceptScore W4385541370C18903297 @default.
- W4385541370 hasConceptScore W4385541370C2524010 @default.
- W4385541370 hasConceptScore W4385541370C2776422217 @default.
- W4385541370 hasConceptScore W4385541370C2776582896 @default.
- W4385541370 hasConceptScore W4385541370C2780068603 @default.
- W4385541370 hasConceptScore W4385541370C2780165032 @default.
- W4385541370 hasConceptScore W4385541370C33923547 @default.
- W4385541370 hasConceptScore W4385541370C41008148 @default.
- W4385541370 hasConceptScore W4385541370C555008776 @default.
- W4385541370 hasConceptScore W4385541370C62520636 @default.
- W4385541370 hasConceptScore W4385541370C73916439 @default.
- W4385541370 hasConceptScore W4385541370C86803240 @default.
- W4385541370 hasLocation W43855413701 @default.
- W4385541370 hasOpenAccess W4385541370 @default.
- W4385541370 hasPrimaryLocation W43855413701 @default.
- W4385541370 hasRelatedWork W1972040221 @default.
- W4385541370 hasRelatedWork W2066449147 @default.
- W4385541370 hasRelatedWork W2105759018 @default.
- W4385541370 hasRelatedWork W2392804264 @default.
- W4385541370 hasRelatedWork W2526790593 @default.
- W4385541370 hasRelatedWork W2915321183 @default.
- W4385541370 hasRelatedWork W3184957101 @default.
- W4385541370 hasRelatedWork W4310814007 @default.
- W4385541370 hasRelatedWork W4312339669 @default.
- W4385541370 hasRelatedWork W4322716772 @default.
- W4385541370 isParatext "false" @default.
- W4385541370 isRetracted "false" @default.
- W4385541370 workType "article" @default.