Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313563374> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4313563374 abstract "Compared to conventional engine-based powertrains, electrified powertrain exhibit increased energy efficiency and reduced emissions, making electrification a key goal for the automotive industry. For a vehicle with hybrid energy storage system, its performance and lifespan are substantially affected by the energy management system. Reinforcement learning-based methods are gaining popularity in vehicle energy management, but most of the literature in this area focus on pure simulation while hardware implementation is still limited. This paper introduces the digital twin methodology to enhance the Q-learning-based energy management system for battery and ultracapacitor electric vehicles. The digital twin model can exploit the bilateral interdependency between the virtual model and the actual system, which improves the control performance of the energy management system. The physical model is established based on a hardware-in-the-loop simulation platform. In addition, battery degradation is also considered for prolonging the battery lifespan to reduce the operating cost. The validation results of the trained reinforcement learning agent illustrate that the digital twin-enhanced Q-learning energy management system improves the energy efficiency by 4.36% and the battery degradation is reduced by 25.28%." @default.
- W4313563374 created "2023-01-06" @default.
- W4313563374 creator A5000076506 @default.
- W4313563374 creator A5014824574 @default.
- W4313563374 creator A5037135234 @default.
- W4313563374 creator A5061351240 @default.
- W4313563374 creator A5064970773 @default.
- W4313563374 date "2022-11-01" @default.
- W4313563374 modified "2023-10-02" @default.
- W4313563374 title "Reinforcement Learning-Based Energy Management System Enhancement Using Digital Twin for Electric Vehicles" @default.
- W4313563374 cites W2775981176 @default.
- W4313563374 cites W2989891288 @default.
- W4313563374 cites W3007711103 @default.
- W4313563374 cites W3011438308 @default.
- W4313563374 cites W3013252775 @default.
- W4313563374 cites W3021179669 @default.
- W4313563374 cites W3021718118 @default.
- W4313563374 cites W3046455692 @default.
- W4313563374 cites W3047385953 @default.
- W4313563374 cites W3129920713 @default.
- W4313563374 cites W3135820360 @default.
- W4313563374 cites W3153223281 @default.
- W4313563374 cites W3202562503 @default.
- W4313563374 doi "https://doi.org/10.1109/vppc55846.2022.10003411" @default.
- W4313563374 hasPublicationYear "2022" @default.
- W4313563374 type Work @default.
- W4313563374 citedByCount "3" @default.
- W4313563374 countsByYear W43135633742023 @default.
- W4313563374 crossrefType "proceedings-article" @default.
- W4313563374 hasAuthorship W4313563374A5000076506 @default.
- W4313563374 hasAuthorship W4313563374A5014824574 @default.
- W4313563374 hasAuthorship W4313563374A5037135234 @default.
- W4313563374 hasAuthorship W4313563374A5061351240 @default.
- W4313563374 hasAuthorship W4313563374A5064970773 @default.
- W4313563374 hasConcept C105795698 @default.
- W4313563374 hasConcept C119599485 @default.
- W4313563374 hasConcept C121332964 @default.
- W4313563374 hasConcept C127413603 @default.
- W4313563374 hasConcept C144171764 @default.
- W4313563374 hasConcept C146978453 @default.
- W4313563374 hasConcept C154945302 @default.
- W4313563374 hasConcept C163258240 @default.
- W4313563374 hasConcept C171146098 @default.
- W4313563374 hasConcept C186370098 @default.
- W4313563374 hasConcept C2742236 @default.
- W4313563374 hasConcept C2781260460 @default.
- W4313563374 hasConcept C33923547 @default.
- W4313563374 hasConcept C41008148 @default.
- W4313563374 hasConcept C44154836 @default.
- W4313563374 hasConcept C526921623 @default.
- W4313563374 hasConcept C555008776 @default.
- W4313563374 hasConcept C62520636 @default.
- W4313563374 hasConcept C76047896 @default.
- W4313563374 hasConcept C7817414 @default.
- W4313563374 hasConcept C97355855 @default.
- W4313563374 hasConcept C97541855 @default.
- W4313563374 hasConceptScore W4313563374C105795698 @default.
- W4313563374 hasConceptScore W4313563374C119599485 @default.
- W4313563374 hasConceptScore W4313563374C121332964 @default.
- W4313563374 hasConceptScore W4313563374C127413603 @default.
- W4313563374 hasConceptScore W4313563374C144171764 @default.
- W4313563374 hasConceptScore W4313563374C146978453 @default.
- W4313563374 hasConceptScore W4313563374C154945302 @default.
- W4313563374 hasConceptScore W4313563374C163258240 @default.
- W4313563374 hasConceptScore W4313563374C171146098 @default.
- W4313563374 hasConceptScore W4313563374C186370098 @default.
- W4313563374 hasConceptScore W4313563374C2742236 @default.
- W4313563374 hasConceptScore W4313563374C2781260460 @default.
- W4313563374 hasConceptScore W4313563374C33923547 @default.
- W4313563374 hasConceptScore W4313563374C41008148 @default.
- W4313563374 hasConceptScore W4313563374C44154836 @default.
- W4313563374 hasConceptScore W4313563374C526921623 @default.
- W4313563374 hasConceptScore W4313563374C555008776 @default.
- W4313563374 hasConceptScore W4313563374C62520636 @default.
- W4313563374 hasConceptScore W4313563374C76047896 @default.
- W4313563374 hasConceptScore W4313563374C7817414 @default.
- W4313563374 hasConceptScore W4313563374C97355855 @default.
- W4313563374 hasConceptScore W4313563374C97541855 @default.
- W4313563374 hasLocation W43135633741 @default.
- W4313563374 hasOpenAccess W4313563374 @default.
- W4313563374 hasPrimaryLocation W43135633741 @default.
- W4313563374 hasRelatedWork W2087675375 @default.
- W4313563374 hasRelatedWork W2126253817 @default.
- W4313563374 hasRelatedWork W2344608954 @default.
- W4313563374 hasRelatedWork W2618903939 @default.
- W4313563374 hasRelatedWork W2900686897 @default.
- W4313563374 hasRelatedWork W2967426021 @default.
- W4313563374 hasRelatedWork W3042751321 @default.
- W4313563374 hasRelatedWork W3086953995 @default.
- W4313563374 hasRelatedWork W4211171417 @default.
- W4313563374 hasRelatedWork W4313196369 @default.
- W4313563374 isParatext "false" @default.
- W4313563374 isRetracted "false" @default.
- W4313563374 workType "article" @default.