Philipp Dechent

Development of a lifetime prediction model for lithium-ion batteries based on extended accelerated aging test data

Madeleine Ecker, Jochen Bernhard Gerschler, J. Vogel et al. · Journal of Power Sources · 2012 · 609 citations

Electrical Engineering, Engineering, Aging +11

Review—“Knees” in Lithium-Ion Battery Aging Trajectories

Peter M. Attia, Alexander Bills, Ferran Brosa Planella et al. · Journal of The Electrochemical Society · 2022 · 392 citations · Full text

Engineering, Battery Technology, Biomedical Engineering +17

Online capacity estimation of lithium-ion batteries with deep long short-term memory networks

Weihan Li, Neil Sengupta, Philipp Dechent et al. · Journal of Power Sources · 2020 · 340 citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +19

Parameterization of a Physico-Chemical Model of a Lithium-Ion Battery

Madeleine Ecker, Thi Kim Dung Tran, Philipp Dechent et al. · Journal of The Electrochemical Society · 2015 · 271 citations · Full text

Electric Battery, Electrical Engineering, Chemical Engineering +13

One-shot battery degradation trajectory prediction with deep learning

Weihan Li, Neil Sengupta, Philipp Dechent et al. · Journal of Power Sources · 2021 · 207 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14