Real-Time Optimal Lithium-Ion Battery Charging Based on Explicit Model Predictive Control

@article{Tian2021RealTimeOL,
  title={Real-Time Optimal Lithium-Ion Battery Charging Based on Explicit Model Predictive Control},
  author={Ning Tian and Huazhen Fang and Yebin Wang},
  journal={IEEE Transactions on Industrial Informatics},
  year={2021},
  volume={17},
  pages={1318-1330}
}
  • Ning Tian, Huazhen Fang, Yebin Wang
  • Published 2021
  • Computer Science, Engineering
  • IEEE Transactions on Industrial Informatics
The rapidly growing use of lithium-ion batteries across various industries highlights the pressing issue of optimal charging control, as charging plays a crucial role in the health, safety, and life of batteries. The literature increasingly adopts model predictive control (MPC) to address this issue, taking advantage of its capability of performing optimization under constraints. However, the computationally complex online constrained optimization intrinsic to MPC often hinders real-time… Expand
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