Nature Communications (Apr 2022)

Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation

  • Jiangong Zhu,
  • Yixiu Wang,
  • Yuan Huang,
  • R. Bhushan Gopaluni,
  • Yankai Cao,
  • Michael Heere,
  • Martin J. Mühlbauer,
  • Liuda Mereacre,
  • Haifeng Dai,
  • Xinhua Liu,
  • Anatoliy Senyshyn,
  • Xuezhe Wei,
  • Michael Knapp,
  • Helmut Ehrenberg

DOI
https://doi.org/10.1038/s41467-022-29837-w
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 10

Abstract

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Accurate capacity estimation is crucial for lithium-ion batteries' reliable and safe operation. Here, the authors propose an approach exploiting features from the relaxation voltage curve for battery capacity estimation without requiring other previous cycling information.