Zheng Yifan

ORCID: 0009-0007-9295-2525
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About
Contact & Profiles
Research Areas
  • Advancements in Battery Materials
  • Advanced Battery Technologies Research
  • Electric Vehicles and Infrastructure
  • Reliability and Maintenance Optimization
  • Advanced Sensor and Control Systems
  • Advanced Algorithms and Applications

Beihang University
2024-2025

Fuzhou University
2025

For the intricate and infrequent safety issues of batteries, online fault diagnosis over stochastic working conditions is indispensable. In this work, we employ deep learning methods to develop an network for lithium-ion batteries operating under unpredictable conditions. The integrates battery model constraints employs a framework designed manage evolution systems, thereby enabling real-time determination. We evaluate performance using dataset 18.2 million valid entries from 515 vehicles....

10.1038/s41467-025-56832-8 article EN cc-by-nc-nd Nature Communications 2025-02-14
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