Hanjing Fu

ORCID: 0000-0003-3201-8566
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About
Contact & Profiles
Research Areas
  • Advanced Battery Technologies Research
  • Reliability and Maintenance Optimization
  • Fault Detection and Control Systems
  • Advancements in Battery Materials

Beijing Institute of Technology
2024-2025

China Academy of Space Technology
2024

The modeling of lithium-ion batteries is essential for the battery management. In space operating conditions, no additional tests can be performed, and usually not discharged to empty, resulting in less data available analysis. Furthermore, characteristics are influenced by factors, such as service time temperature, so model should able updated with limited data. This article investigates a novel physics-informed neural network (PINN) model, which integrates equivalent-circuit (ECM) into...

10.1109/tmech.2023.3348519 article EN IEEE/ASME Transactions on Mechatronics 2024-01-01
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