SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output
2022 · Energy · 284 citations
https://doi.org/10.1016/j.energy.2022.125375
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Qiao Zhu
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Qiao Zhu is an academic researcher from Beijing University of Technology. The author has contributed to research in topics: Advanced Battery Technologies Research & Iterative Learning Control Systems & Advancements in Battery Materials. The author has an h-index of 21, co-authored 59 publications.
ORCID: 0000-0002-2833-9124Papers by this author
worksState of charge estimation of Lithium-ion battery using an improved fractional-order extended Kalman filter
2022 · Journal of Energy Storage · 69 citations
https://doi.org/10.1016/j.est.2022.104007
Enhanced water management via vibration for proton exchange membrane fuel cells cathode
2025 · Energy Conversion and Management · 10 citations
https://doi.org/10.1016/j.enconman.2025.119591
A novel state of charge estimation method for LiFePO4 battery based on combined modeling of physical model and machine learning model
2025 · Journal of Energy Storage · 7 citations
https://doi.org/10.1016/j.est.2025.115888
Multiphysics modeling and deep learning-driven multi-objective optimization of the oxygen electrode microstructure in solid oxide electrolysis cell considering oxygen distribution uniformity and residual stress-induced failure
2025 · Energy Conversion and Management · 0 citations
https://doi.org/10.1016/j.enconman.2025.120648
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