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Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems

Prof. Elena Rostova; Dr. Kenji Takahashi; Dr. Amara Ekwensi — SciMatic Journal of Electrical and Electronics Engineering (2026)

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APA APA 7th

Rostova, P. E., Takahashi, D. K., & Ekwensi, D. A. (2026). Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems. SciMatic Journal of Electrical and Electronics Engineering, 1(1), 16-22.

MLA MLA 9th

Rostova, Prof. Elena, et al.. "Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems." SciMatic Journal of Electrical and Electronics Engineering, vol. 1, no. 1, 2026, pp. 16-22.

CHI Chicago

Rostova, Prof. Elena, Dr. Kenji Takahashi, and Dr. Amara Ekwensi. "Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems." SciMatic Journal of Electrical and Electronics Engineering 1, no. 1 (2026): 16-22.

HAR Harvard

Rostova, P. E., Takahashi, D. K. & Ekwensi, D. A. (2026) 'Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems', SciMatic Journal of Electrical and Electronics Engineering, 1(1), pp. 16-22.

IEEE IEEE

P. E. Rostova, D. K. Takahashi, and D. A. Ekwensi, "Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems," SciMatic Journal of Electrical and Electronics Engineering, vol. 1, no. 1, pp. 16-22, 2026.

VAN Vancouver

Rostova PE, Takahashi DK, Ekwensi DA. Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems. SciMatic Journal of Electrical and Electronics Engineering. 2026;1(1):16-22.

BIB BibTeX

@article{prof2026,
  title     = {Physics-Informed Neural Network-Based State of Charge and Health Estimation for Lithium-Ion Batteries in Microgrid Energy Storage Systems},
  author    = {Prof. Elena Rostova and Dr. Kenji Takahashi and Dr. Amara Ekwensi},
  journal   = {SciMatic Journal of Electrical and Electronics Engineering},
  volume    = {1},
  number    = {1},
  pages     = {16-22},
  year      = {2026},
}