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- W4315572290 endingPage "2056" @default.
- W4315572290 startingPage "2036" @default.
- W4315572290 abstract "With the ever-growing digitalization and mobility of electric transportation, lithium-ion batteries are facing performance and safety issues with the appearance of new materials and the advance of manufacturing techniques. This paper presents a systematic review of burgeoning multi-scale modelling and design for battery efficiency and safety management. The rise of cloud computing provides a tactical solution on how to efficiently achieve the interactional management and control of power batteries based on the battery system and traffic big data. The potential of selecting adaptive strategies in emerging digital management is covered systematically from principles and modelling, to machine learning. Specifically, multi-scale optimization is expounded in terms of materials, structures, manufacturing and grouping. The progress on modelling, state estimation and management methods is summarized and discussed in detail. Moreover, this review demonstrates the innovative progress of machine learning based data analysis in battery research so far, laying the foundation for future cloud and digital battery management to develop reliable onboard applications." @default.
- W4315572290 created "2023-01-11" @default.
- W4315572290 creator A5025307891 @default.
- W4315572290 creator A5027879007 @default.
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- W4315572290 creator A5060054589 @default.
- W4315572290 creator A5060537444 @default.
- W4315572290 creator A5071054959 @default.
- W4315572290 date "2023-01-01" @default.
- W4315572290 modified "2023-10-18" @default.
- W4315572290 title "Towards interactional management for power batteries of electric vehicles" @default.
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