Electric vehicle design requires integrating diverse specifications with manufacturability constraints to enhance competitiveness. This work presents a framework that combines design optimization and manufacturability analysis to guide strategic decision-making and improve production outcomes. Using data mining, fuzzy logic, and segmentation algorithms, vehicle specifications are categorized into macro-specifications, such as economic accessibility and sustainability. An optimization tool identifies critical design parameters and predicts feasible adjustments within manufacturability limitations. The framework is validated through a case study, with results discussed in terms of design improvements and manufacturability-driven production efficiency, offering insights for product innovation and competitive positioning.
A framework for integrating design optimization and manufacturability in electric vehicle production / Favazza, E., Borsato, L., Zhang, J., Simeone, A., Priarone, P.C., Settineri, L.. - ELETTRONICO. - 136:(2025), pp. 775-780. (35th CIRP Design Conference, CIRP Design 2025 Patras (Greece) 02-04 April 2025) [10.1016/j.procir.2025.08.132].
A framework for integrating design optimization and manufacturability in electric vehicle production
Favazza, Enrico;Borsato, Luca;Zhang, Jian;Simeone, Alessandro;Priarone, Paolo C.;Settineri, Luca
2025
Abstract
Electric vehicle design requires integrating diverse specifications with manufacturability constraints to enhance competitiveness. This work presents a framework that combines design optimization and manufacturability analysis to guide strategic decision-making and improve production outcomes. Using data mining, fuzzy logic, and segmentation algorithms, vehicle specifications are categorized into macro-specifications, such as economic accessibility and sustainability. An optimization tool identifies critical design parameters and predicts feasible adjustments within manufacturability limitations. The framework is validated through a case study, with results discussed in terms of design improvements and manufacturability-driven production efficiency, offering insights for product innovation and competitive positioning.| File | Dimensione | Formato | |
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https://hdl.handle.net/11583/3008730
