science / publication list
selected journal articles
A. G. Li, M. Berecibar, and M. Preindl, Nonlinear Characterization of Lithium-ion Batteries with Bipolar Pulsing, IEEE Trans Ind. Electron, vol. 71, no. 10, 2024.
A. G. Li, A. C. West, and M. Preindl, Characterizing Degradation in Lithium-ion Batteries with Pulsing, J. Power Sources, vol 580., no. 233328, 2023.
A. G. Li and M. Preindl, Interpretable Real-Time Modelling of the Diffusion Overpotential in Lithium Batteries, IEEE Trans. Transp. Elec., vol. 9, no. 3, pp. 4605-4612, 2023.
A. G. Li, A. C. West, and M. Preindl, Towards unified machine learning characterization of lithium-ion battery degradation across multiple levels: A critical review, Appl. Energy, vol. 316, no. 1199030, 2022.
A. G. Li, W. Wang, A. C. West, and M. Preindl, Health and Performance Diagnostics in Li-ion Batteries with Pulse-Injection-Aided Machine Learning, Appl. Energy, vol. 315, no. 119005, 2022.
A. G. Li, K. Mayilvahanan, A. C. West, and M. Preindl, Discrete-time modeling of Li-ion batteries with electrochemical overpotentials including diffusion, J. Power Sources, vol. 500, no. 229991, 2021.
PhD thesis
Pulse Perturbation for Battery Management, 2024. Columbia University.