FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310974525> ?p ?o ?g. }

• W4310974525 endingPage "232496" @default.
• W4310974525 startingPage "232496" @default.
• W4310974525 abstract "The exposure of electric vehicle batteries to rapid charging and discharging profiles, particularly under uncertainty in the drive schedules, requires effective strategies to forecast and avoid thermal excursions during operation. In this work, we present a light gradient boosting-based machine learning model to create probabilistic forecasts of the discharge current over a forecast horizon in real time. A surrogate of a physics-based computational model provides the functional relationship for the battery temperature, using which a stochastic model-predictive control strategy is developed to derive the optimal cooling schedule based on the probabilistic forecast. The effectiveness of the stochastic model-predictive control approach is assessed on the US06 driving cycle, in comparison to a constant coolant flow and persistence forecast-based control. It is shown that the total number of temperature excursion instances using the stochastic model-predictive control is reduced by about 69% compared to the constant coolant flow case and by over 51% compared to persistence-forecast-based control. Further, the total coolant usage is reduced by about 73% compared to persistence forecast-based control. The stochastic model-predictive control approach provides more flexibility by allowing a wider range of control and battery pack design parameters to obtain optimal performance with minimum coolant use." @default.
• W4310974525 created "2022-12-21" @default.
• W4310974525 creator A5045564294 @default.
• W4310974525 creator A5058347926 @default.
• W4310974525 creator A5085980284 @default.
• W4310974525 date "2023-02-01" @default.
• W4310974525 modified "2023-09-27" @default.
• W4310974525 title "Robust model-predictive thermal control of lithium-ion batteries under drive cycle uncertainty" @default.
• W4310974525 cites W1989313121 @default.
• W4310974525 cites W1992128627 @default.
• W4310974525 cites W1996801827 @default.
• W4310974525 cites W2003918821 @default.
• W4310974525 cites W2008301949 @default.
• W4310974525 cites W2008426812 @default.
• W4310974525 cites W2014794791 @default.
• W4310974525 cites W2018386036 @default.
• W4310974525 cites W2024192651 @default.
• W4310974525 cites W2029799049 @default.
• W4310974525 cites W2077811947 @default.
• W4310974525 cites W2088295937 @default.
• W4310974525 cites W2089525884 @default.
• W4310974525 cites W2113449668 @default.
• W4310974525 cites W2150323660 @default.
• W4310974525 cites W2162945380 @default.
• W4310974525 cites W2169518199 @default.
• W4310974525 cites W2197515183 @default.
• W4310974525 cites W2258281698 @default.
• W4310974525 cites W2529626894 @default.
• W4310974525 cites W2762213941 @default.
• W4310974525 cites W2784081239 @default.
• W4310974525 cites W2790839617 @default.
• W4310974525 cites W2798241172 @default.
• W4310974525 cites W2907763371 @default.
• W4310974525 cites W2941419825 @default.
• W4310974525 cites W2947600031 @default.
• W4310974525 cites W2971254845 @default.
• W4310974525 cites W2971441329 @default.
• W4310974525 cites W2973614236 @default.
• W4310974525 cites W2999468056 @default.
• W4310974525 cites W3007389866 @default.
• W4310974525 cites W3033756654 @default.
• W4310974525 cites W3094795507 @default.
• W4310974525 cites W3122895910 @default.
• W4310974525 cites W3123616420 @default.
• W4310974525 cites W3159804822 @default.
• W4310974525 cites W4206709335 @default.
• W4310974525 cites W4224272839 @default.
• W4310974525 cites W654599128 @default.
• W4310974525 doi "https://doi.org/10.1016/j.jpowsour.2022.232496" @default.
• W4310974525 hasPublicationYear "2023" @default.
• W4310974525 type Work @default.
• W4310974525 citedByCount "2" @default.
• W4310974525 countsByYear W43109745252023 @default.
• W4310974525 crossrefType "journal-article" @default.
• W4310974525 hasAuthorship W4310974525A5045564294 @default.
• W4310974525 hasAuthorship W4310974525A5058347926 @default.
• W4310974525 hasAuthorship W4310974525A5085980284 @default.
• W4310974525 hasConcept C121332964 @default.
• W4310974525 hasConcept C126255220 @default.
• W4310974525 hasConcept C127413603 @default.
• W4310974525 hasConcept C154945302 @default.
• W4310974525 hasConcept C163258240 @default.
• W4310974525 hasConcept C170131372 @default.
• W4310974525 hasConcept C172205157 @default.
• W4310974525 hasConcept C2775924081 @default.
• W4310974525 hasConcept C2778508592 @default.
• W4310974525 hasConcept C33923547 @default.
• W4310974525 hasConcept C41008148 @default.
• W4310974525 hasConcept C47446073 @default.
• W4310974525 hasConcept C49937458 @default.
• W4310974525 hasConcept C555008776 @default.
• W4310974525 hasConcept C62520636 @default.
• W4310974525 hasConcept C78519656 @default.
• W4310974525 hasConcept C91575142 @default.
• W4310974525 hasConcept C91914117 @default.
• W4310974525 hasConceptScore W4310974525C121332964 @default.
• W4310974525 hasConceptScore W4310974525C126255220 @default.
• W4310974525 hasConceptScore W4310974525C127413603 @default.
• W4310974525 hasConceptScore W4310974525C154945302 @default.
• W4310974525 hasConceptScore W4310974525C163258240 @default.
• W4310974525 hasConceptScore W4310974525C170131372 @default.
• W4310974525 hasConceptScore W4310974525C172205157 @default.
• W4310974525 hasConceptScore W4310974525C2775924081 @default.
• W4310974525 hasConceptScore W4310974525C2778508592 @default.
• W4310974525 hasConceptScore W4310974525C33923547 @default.
• W4310974525 hasConceptScore W4310974525C41008148 @default.
• W4310974525 hasConceptScore W4310974525C47446073 @default.
• W4310974525 hasConceptScore W4310974525C49937458 @default.
• W4310974525 hasConceptScore W4310974525C555008776 @default.
• W4310974525 hasConceptScore W4310974525C62520636 @default.
• W4310974525 hasConceptScore W4310974525C78519656 @default.
• W4310974525 hasConceptScore W4310974525C91575142 @default.
• W4310974525 hasConceptScore W4310974525C91914117 @default.
• W4310974525 hasLocation W43109745251 @default.
• W4310974525 hasLocation W43109745252 @default.
• W4310974525 hasLocation W43109745253 @default.
• W4310974525 hasOpenAccess W4310974525 @default.
• W4310974525 hasPrimaryLocation W43109745251 @default.

• next