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Showing 1–3 of 3 results
Advanced filters: Author: Remus Teodorescu Clear advanced filters

  • Ensuring accurate state monitoring is vital for battery safety and efficiency in electric vehicles. Here, authors present mechanistically guided residual learners that integrate mechanistic knowledge and machine learning to enable continuous, reliable battery state tracking over the entire lifespan.

    • Yunhong Che
    • Yusheng Zheng
    • Richard D. Braatz
    ResearchOpen Access
    Nature Communications
    Volume: 17, P: 1-13

  • Ensuring battery safety and longevity requires cost-effective and scalable diagnostics, yet these are hindered by the ‘black box’ nature of batteries and limited sensing technology. Active perturbations could elicit informative responses that improve diagnostic performance and provide mechanistic insights, unlocking rapid and interpretable diagnostics.

    • Yusheng Zheng
    • Yunhong Che
    • Remus Teodorescu
    Comments & Opinion
    Nature Reviews Electrical Engineering
    P: 1-2

  • Electric vehicles require careful management of their batteries and energy systems to increase their driving range while operating safely. This Review describes the technologies and techniques used in both battery and hybrid vehicles and considers future options for electric vehicles.

    • Jiawei Zhang
    • Yunhong Che
    • Xiaosong Hu
    Reviews
    Nature Reviews Clean Technology
    Volume: 1, P: 161-175