FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387132555> ?p ?o ?g. }

• W4387132555 endingPage "121986" @default.
• W4387132555 startingPage "121986" @default.
• W4387132555 abstract "Improving plug-in hybrid electric vehicles (PHEVs) fuel economy requires a proper energy management strategy (EMS). Efforts to enhance the energy-saving performance of predictive EMSs have concentrated on advanced speed prediction methods. However, the impact of battery models on the predictive EMS hasn't been investigated. This paper aims to fill the research gap by suggesting a model predictive control-based (MPC) EMS framework that uses a hybrid speed predictor. Firstly, six control-oriented battery electro-thermal-aging models with various terminal voltage and temperature simulation accuracies have been developed and verified. Secondly, it also examines the effects of different battery models on MPC-based EMS through quantitative analysis, including battery dynamics, calculation time, and resultant operating costs, which leads to the suggestions of model selection for the design of the EMS under low- and room-temperature driving scenarios. Finally, a novel hybrid speed prediction model is proposed, where the historical speed is decomposed into strongly periodic intrinsic mode functions (IMFs) by variational mode decomposition (VMD), and backpropagation (BP) neural network is utilized to learn the feature parameter and mapping relationship of each IMF. In addition, a case study is conducted by applying the proposed speed prediction model in an MPC-based EMS method. The simulation results highlight that the proposed hybrid speed prediction model can achieve preferable speed prediction. The operating cost errors (compared with the MPC-based EMS with 100% speed prediction) are reduced to 0.4% and 0.98% at −20 °C and 25 °C driving scenarios, respectively." @default.
• W4387132555 created "2023-09-29" @default.
• W4387132555 creator A5030197283 @default.
• W4387132555 creator A5031277374 @default.
• W4387132555 creator A5036508073 @default.
• W4387132555 creator A5041097181 @default.
• W4387132555 creator A5046196792 @default.
• W4387132555 creator A5061924676 @default.
• W4387132555 date "2023-12-01" @default.
• W4387132555 modified "2023-10-18" @default.
• W4387132555 title "Health-conscious predictive energy management strategy with hybrid speed predictor for plug-in hybrid electric vehicles: Investigating the impact of battery electro-thermal-aging models" @default.
• W4387132555 cites W1132073915 @default.
• W4387132555 cites W1987268982 @default.
• W4387132555 cites W2000018540 @default.
• W4387132555 cites W2000982976 @default.
• W4387132555 cites W2028618057 @default.
• W4387132555 cites W2047111123 @default.
• W4387132555 cites W2065788296 @default.
• W4387132555 cites W2066449147 @default.
• W4387132555 cites W2094111096 @default.
• W4387132555 cites W2125884948 @default.
• W4387132555 cites W2145616892 @default.
• W4387132555 cites W2166080624 @default.
• W4387132555 cites W2170981447 @default.
• W4387132555 cites W2236204240 @default.
• W4387132555 cites W2341663352 @default.
• W4387132555 cites W2515170416 @default.
• W4387132555 cites W2527949876 @default.
• W4387132555 cites W2556405044 @default.
• W4387132555 cites W2561145466 @default.
• W4387132555 cites W2782996909 @default.
• W4387132555 cites W2790839617 @default.
• W4387132555 cites W2805250541 @default.
• W4387132555 cites W2884440062 @default.
• W4387132555 cites W2900423597 @default.
• W4387132555 cites W2900517504 @default.
• W4387132555 cites W2904025397 @default.
• W4387132555 cites W2936616423 @default.
• W4387132555 cites W2974180968 @default.
• W4387132555 cites W2990975667 @default.
• W4387132555 cites W2991063206 @default.
• W4387132555 cites W3005246254 @default.
• W4387132555 cites W3045003233 @default.
• W4387132555 cites W3088650053 @default.
• W4387132555 cites W3095877426 @default.
• W4387132555 cites W3097982226 @default.
• W4387132555 cites W3107326619 @default.
• W4387132555 cites W3117130556 @default.
• W4387132555 cites W3127612696 @default.
• W4387132555 cites W3127890494 @default.
• W4387132555 cites W3133783120 @default.
• W4387132555 cites W3180328543 @default.
• W4387132555 cites W3196143163 @default.
• W4387132555 cites W3197248161 @default.
• W4387132555 cites W3198794507 @default.
• W4387132555 cites W3217675324 @default.
• W4387132555 cites W4213428097 @default.
• W4387132555 cites W4220768938 @default.
• W4387132555 cites W4283832172 @default.
• W4387132555 cites W4303444736 @default.
• W4387132555 cites W4313368168 @default.
• W4387132555 cites W4322721977 @default.
• W4387132555 doi "https://doi.org/10.1016/j.apenergy.2023.121986" @default.
• W4387132555 hasPublicationYear "2023" @default.
• W4387132555 type Work @default.
• W4387132555 citedByCount "0" @default.
• W4387132555 crossrefType "journal-article" @default.
• W4387132555 hasAuthorship W4387132555A5030197283 @default.
• W4387132555 hasAuthorship W4387132555A5031277374 @default.
• W4387132555 hasAuthorship W4387132555A5036508073 @default.
• W4387132555 hasAuthorship W4387132555A5041097181 @default.
• W4387132555 hasAuthorship W4387132555A5046196792 @default.
• W4387132555 hasAuthorship W4387132555A5061924676 @default.
• W4387132555 hasConcept C105795698 @default.
• W4387132555 hasConcept C119857082 @default.
• W4387132555 hasConcept C121332964 @default.
• W4387132555 hasConcept C127413603 @default.
• W4387132555 hasConcept C154945302 @default.
• W4387132555 hasConcept C155032097 @default.
• W4387132555 hasConcept C163258240 @default.
• W4387132555 hasConcept C171146098 @default.
• W4387132555 hasConcept C172205157 @default.
• W4387132555 hasConcept C186370098 @default.
• W4387132555 hasConcept C2775924081 @default.
• W4387132555 hasConcept C33923547 @default.
• W4387132555 hasConcept C41008148 @default.
• W4387132555 hasConcept C44154836 @default.
• W4387132555 hasConcept C45804977 @default.
• W4387132555 hasConcept C50644808 @default.
• W4387132555 hasConcept C555008776 @default.
• W4387132555 hasConcept C62520636 @default.
• W4387132555 hasConcept C7817414 @default.
• W4387132555 hasConceptScore W4387132555C105795698 @default.
• W4387132555 hasConceptScore W4387132555C119857082 @default.
• W4387132555 hasConceptScore W4387132555C121332964 @default.
• W4387132555 hasConceptScore W4387132555C127413603 @default.
• W4387132555 hasConceptScore W4387132555C154945302 @default.
• W4387132555 hasConceptScore W4387132555C155032097 @default.

• next