Matches in SemOpenAlex for { <https://semopenalex.org/work/W4224052877> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4224052877 abstract "This paper instantiates a convex electric powertrain design optimization framework, bridging the gap between high-level powertrain sizing and low-level components design. We focus on the electric motor and transmission of electric vehicles, using a scalable convex motor model based on surrogate modeling techniques. Specifically, we first select relevant motor design variables and evaluate high-fidelity samples according to a predefined sampling plan. Second, using the sample data, we identify a convex model of the motor, which predicts its losses as a function of the operating point and the design parameters. We also identify models of the remaining components of the powertrain, namely a battery and a fixed-gear transmission. Third, we frame the minimum-energy consumption design problem over a drive cycle as a second-order conic program that can be efficiently solved with optimality guarantees. Finally, we showcase our framework in a case study for a compact family car and compute the optimal motor design and transmission ratio. We validate the accuracy of our models with a high-fidelity simulation tool and calculate the drift in battery energy consumption. We show that our model can capture the optimal operating line and the error in battery energy consumption is low. Overall, our framework can provide electric motor design experts with useful starting points for further design optimization." @default.
- W4224052877 created "2022-04-19" @default.
- W4224052877 creator A5023825594 @default.
- W4224052877 creator A5042322552 @default.
- W4224052877 creator A5091638031 @default.
- W4224052877 date "2022-04-13" @default.
- W4224052877 modified "2023-09-30" @default.
- W4224052877 title "Electric Motor Design Optimization: A Convex Surrogate Modeling Approach" @default.
- W4224052877 doi "https://doi.org/10.48550/arxiv.2204.06422" @default.
- W4224052877 hasPublicationYear "2022" @default.
- W4224052877 type Work @default.
- W4224052877 citedByCount "0" @default.
- W4224052877 crossrefType "posted-content" @default.
- W4224052877 hasAuthorship W4224052877A5023825594 @default.
- W4224052877 hasAuthorship W4224052877A5042322552 @default.
- W4224052877 hasAuthorship W4224052877A5091638031 @default.
- W4224052877 hasBestOaLocation W42240528771 @default.
- W4224052877 hasConcept C112680207 @default.
- W4224052877 hasConcept C119599485 @default.
- W4224052877 hasConcept C119857082 @default.
- W4224052877 hasConcept C121332964 @default.
- W4224052877 hasConcept C126255220 @default.
- W4224052877 hasConcept C127413603 @default.
- W4224052877 hasConcept C131675550 @default.
- W4224052877 hasConcept C144171764 @default.
- W4224052877 hasConcept C157972887 @default.
- W4224052877 hasConcept C163258240 @default.
- W4224052877 hasConcept C171146098 @default.
- W4224052877 hasConcept C176871988 @default.
- W4224052877 hasConcept C186394612 @default.
- W4224052877 hasConcept C2524010 @default.
- W4224052877 hasConcept C2776422217 @default.
- W4224052877 hasConcept C2780165032 @default.
- W4224052877 hasConcept C33923547 @default.
- W4224052877 hasConcept C41008148 @default.
- W4224052877 hasConcept C62520636 @default.
- W4224052877 hasConcept C76047896 @default.
- W4224052877 hasConcept C97355855 @default.
- W4224052877 hasConceptScore W4224052877C112680207 @default.
- W4224052877 hasConceptScore W4224052877C119599485 @default.
- W4224052877 hasConceptScore W4224052877C119857082 @default.
- W4224052877 hasConceptScore W4224052877C121332964 @default.
- W4224052877 hasConceptScore W4224052877C126255220 @default.
- W4224052877 hasConceptScore W4224052877C127413603 @default.
- W4224052877 hasConceptScore W4224052877C131675550 @default.
- W4224052877 hasConceptScore W4224052877C144171764 @default.
- W4224052877 hasConceptScore W4224052877C157972887 @default.
- W4224052877 hasConceptScore W4224052877C163258240 @default.
- W4224052877 hasConceptScore W4224052877C171146098 @default.
- W4224052877 hasConceptScore W4224052877C176871988 @default.
- W4224052877 hasConceptScore W4224052877C186394612 @default.
- W4224052877 hasConceptScore W4224052877C2524010 @default.
- W4224052877 hasConceptScore W4224052877C2776422217 @default.
- W4224052877 hasConceptScore W4224052877C2780165032 @default.
- W4224052877 hasConceptScore W4224052877C33923547 @default.
- W4224052877 hasConceptScore W4224052877C41008148 @default.
- W4224052877 hasConceptScore W4224052877C62520636 @default.
- W4224052877 hasConceptScore W4224052877C76047896 @default.
- W4224052877 hasConceptScore W4224052877C97355855 @default.
- W4224052877 hasLocation W42240528771 @default.
- W4224052877 hasLocation W42240528772 @default.
- W4224052877 hasOpenAccess W4224052877 @default.
- W4224052877 hasPrimaryLocation W42240528771 @default.
- W4224052877 hasRelatedWork W1762695439 @default.
- W4224052877 hasRelatedWork W1985257226 @default.
- W4224052877 hasRelatedWork W2026383192 @default.
- W4224052877 hasRelatedWork W2072306336 @default.
- W4224052877 hasRelatedWork W2120892143 @default.
- W4224052877 hasRelatedWork W2558786531 @default.
- W4224052877 hasRelatedWork W4224052877 @default.
- W4224052877 hasRelatedWork W4251734002 @default.
- W4224052877 hasRelatedWork W4308532824 @default.
- W4224052877 hasRelatedWork W4312502008 @default.
- W4224052877 isParatext "false" @default.
- W4224052877 isRetracted "false" @default.
- W4224052877 workType "article" @default.