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Thermal management optimization of Battery Electric Vehicles via hierarchical NMPC with CMO-trained Neural Models

Ripa, Francesco et al.
arXiv (All) · Papers
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optimization-and-control
This paper addresses the problem of energy-efficient thermal management in Battery Electric Vehicles (BEVs), with the goal of extending driving range while ensuring passenger comfort and battery thermal safety. A hierarchical Nonlinear Model Predictive Control (NMPC) framework is proposed, in which
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