Unlocking rapid and scalable battery diagnostics through active perturbations
Övrig text i vetenskaplig tidskrift, 2026
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.
Författare
Yusheng Zheng
Aalborg Universitet
Yunhong Che
Massachusetts Institute of Technology (MIT)
Aalborg Universitet
Shengyu Tao
Chalmers, Elektroteknik, System- och reglerteknik
Xiaosong Hu
Chongqing University
Remus Teodorescu
Aalborg Universitet
Nature Reviews Electrical Engineering
2948-1201 (ISSN)
Vol. In PressÄmneskategorier (SSIF 2025)
Elektroteknik och elektronik
DOI
10.1038/s44287-026-00261-2