Matches in SemOpenAlex for { <https://semopenalex.org/work/W2973006977> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2973006977 endingPage "9523" @default.
- W2973006977 startingPage "9502" @default.
- W2973006977 abstract "Abstract In parallel hybrid electric vehicles (HEVs), the power split between the engine and the electric motor as well as the gear shift in the gearbox determines the overall energy efficiency. In this paper an adaptive energy management strategy with velocity forecast is proposed to optimize the fuel consumption in parallel HEVs, which is formulated into a mixed-integer optimization problem. Approximate dynamic programming with a novel actor-gear-critic design is presented for simultaneously controlling the power split and gear shift online. The power split as a continuous variable is determined from an actor network to realize the energy distribution between two power sources. The gear shift as a discrete variable is obtained from a gear network to adjust the gear ratio in the gearbox. The concept enables an online learning of the energy management strategy for different driving behaviors without the requirement of a system model and the driving cycle. Simulation results indicate that the proposed strategy achieves close fuel economy compared with the optimal solutions resulting from dynamic programming. Furthermore, a multi-stage neural network is introduced for velocity forecast, providing a computationally efficient training framework with good prediction performance. The velocity prediction is finally combined with the energy management strategy for an effective application and fuel economy." @default.
- W2973006977 created "2019-09-19" @default.
- W2973006977 creator A5003608585 @default.
- W2973006977 creator A5088167653 @default.
- W2973006977 date "2019-11-01" @default.
- W2973006977 modified "2023-09-28" @default.
- W2973006977 title "Energy management strategy for parallel hybrid electric vehicles based on approximate dynamic programming and velocity forecast" @default.
- W2973006977 cites W2004262618 @default.
- W2973006977 cites W2023604237 @default.
- W2973006977 cites W2029490915 @default.
- W2973006977 cites W2029515813 @default.
- W2973006977 cites W2040420184 @default.
- W2973006977 cites W2047111123 @default.
- W2973006977 cites W2050527683 @default.
- W2973006977 cites W2062823051 @default.
- W2973006977 cites W2063708741 @default.
- W2973006977 cites W2068400211 @default.
- W2973006977 cites W2069053055 @default.
- W2973006977 cites W2108227458 @default.
- W2973006977 cites W2110050003 @default.
- W2973006977 cites W2118412444 @default.
- W2973006977 cites W2145616892 @default.
- W2973006977 cites W2149751000 @default.
- W2973006977 cites W2165501837 @default.
- W2973006977 cites W2169251508 @default.
- W2973006977 cites W2280562613 @default.
- W2973006977 cites W2466636338 @default.
- W2973006977 cites W2515170416 @default.
- W2973006977 cites W2591714971 @default.
- W2973006977 cites W2618149076 @default.
- W2973006977 doi "https://doi.org/10.1016/j.jfranklin.2019.09.011" @default.
- W2973006977 hasPublicationYear "2019" @default.
- W2973006977 type Work @default.
- W2973006977 sameAs 2973006977 @default.
- W2973006977 citedByCount "18" @default.
- W2973006977 countsByYear W29730069772020 @default.
- W2973006977 countsByYear W29730069772021 @default.
- W2973006977 countsByYear W29730069772022 @default.
- W2973006977 countsByYear W29730069772023 @default.
- W2973006977 crossrefType "journal-article" @default.
- W2973006977 hasAuthorship W2973006977A5003608585 @default.
- W2973006977 hasAuthorship W2973006977A5088167653 @default.
- W2973006977 hasConcept C105795698 @default.
- W2973006977 hasConcept C11413529 @default.
- W2973006977 hasConcept C119599485 @default.
- W2973006977 hasConcept C126255220 @default.
- W2973006977 hasConcept C127413603 @default.
- W2973006977 hasConcept C131046424 @default.
- W2973006977 hasConcept C186370098 @default.
- W2973006977 hasConcept C188573790 @default.
- W2973006977 hasConcept C2994395435 @default.
- W2973006977 hasConcept C33923547 @default.
- W2973006977 hasConcept C37404715 @default.
- W2973006977 hasConcept C41008148 @default.
- W2973006977 hasConcept C7817414 @default.
- W2973006977 hasConceptScore W2973006977C105795698 @default.
- W2973006977 hasConceptScore W2973006977C11413529 @default.
- W2973006977 hasConceptScore W2973006977C119599485 @default.
- W2973006977 hasConceptScore W2973006977C126255220 @default.
- W2973006977 hasConceptScore W2973006977C127413603 @default.
- W2973006977 hasConceptScore W2973006977C131046424 @default.
- W2973006977 hasConceptScore W2973006977C186370098 @default.
- W2973006977 hasConceptScore W2973006977C188573790 @default.
- W2973006977 hasConceptScore W2973006977C2994395435 @default.
- W2973006977 hasConceptScore W2973006977C33923547 @default.
- W2973006977 hasConceptScore W2973006977C37404715 @default.
- W2973006977 hasConceptScore W2973006977C41008148 @default.
- W2973006977 hasConceptScore W2973006977C7817414 @default.
- W2973006977 hasIssue "16" @default.
- W2973006977 hasLocation W29730069771 @default.
- W2973006977 hasOpenAccess W2973006977 @default.
- W2973006977 hasPrimaryLocation W29730069771 @default.
- W2973006977 hasRelatedWork W1481384442 @default.
- W2973006977 hasRelatedWork W1982988025 @default.
- W2973006977 hasRelatedWork W2029764707 @default.
- W2973006977 hasRelatedWork W2173866733 @default.
- W2973006977 hasRelatedWork W2349060723 @default.
- W2973006977 hasRelatedWork W2388537859 @default.
- W2973006977 hasRelatedWork W2517851292 @default.
- W2973006977 hasRelatedWork W2968773990 @default.
- W2973006977 hasRelatedWork W2973006977 @default.
- W2973006977 hasRelatedWork W3135288554 @default.
- W2973006977 hasVolume "356" @default.
- W2973006977 isParatext "false" @default.
- W2973006977 isRetracted "false" @default.
- W2973006977 magId "2973006977" @default.
- W2973006977 workType "article" @default.