Necessary Optimality Conditions for Fast Lithium-ion Battery Charging via Hybrid Simulations
Matschek, Janine, Berliner, Marc D., Himmel, Andreas, Braatz, Richard D., Findeisen, Rolf
Published in 2023 American Control Conference (ACC) (31.05.2023)
Published in 2023 American Control Conference (ACC) (31.05.2023)
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Conference Proceeding
Perspective—Combining Physics and Machine Learning to Predict Battery Lifetime
Aykol, Muratahan, Gopal, Chirranjeevi Balaji, Anapolsky, Abraham, Herring, Patrick K., van Vlijmen, Bruis, Berliner, Marc D., Bazant, Martin Z., Braatz, Richard D., Chueh, William C., Storey, Brian D.
Published in Journal of the Electrochemical Society (01.03.2021)
Published in Journal of the Electrochemical Society (01.03.2021)
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Journal Article
Fast Charging of Lithium-ion Batteries by Mathematical Reformulation as Mixed Continuous-Discrete Simulation
Berliner, Marc D., Jiang, Benben, Cogswell, Daniel A., Bazant, Martin Z., Braatz, Richard D.
Published in 2022 American Control Conference (ACC) (08.06.2022)
Published in 2022 American Control Conference (ACC) (08.06.2022)
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Conference Proceeding
Efficient computation of safe, fast charging protocols for multiphase lithium-ion batteries: A lithium iron phosphate case study
Galuppini, Giacomo, Berliner, Marc D., Lian, Huada, Zhuang, Debbie, Bazant, Martin Z., Braatz, Richard D.
Published in Journal of power sources (01.10.2023)
Published in Journal of power sources (01.10.2023)
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Journal Article
Nonlinear identifiability analysis of Multiphase Porous Electrode Theory-based battery models: A Lithium Iron Phosphate case study
Galuppini, Giacomo, Berliner, Marc D., Cogswell, Daniel A., Zhuang, Debbie, Bazant, Martin Z., Braatz, Richard D.
Published in Journal of power sources (30.07.2023)
Published in Journal of power sources (30.07.2023)
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Journal Article
Novel Operating Modes for the Charging of Lithium-ion Batteries
Berliner, Marc D., Jiang, Benben, Cogswell, Daniel A., Bazant, Martin Z., Braatz, Richard D.
Published in Journal of the Electrochemical Society (01.10.2022)
Published in Journal of the Electrochemical Society (01.10.2022)
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Journal Article
Fast charging design for Lithium-ion batteries via Bayesian optimization
Jiang, Benben, Berliner, Marc D., Lai, Kun, Asinger, Patrick A., Zhao, Hongbo, Herring, Patrick K., Bazant, Martin Z., Braatz, Richard D.
Published in Applied energy (01.02.2022)
Published in Applied energy (01.02.2022)
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Journal Article
Nonlinear Identifiability Analysis of the Porous Electrode Theory Model of Lithium-Ion Batteries
Berliner, Marc D., Zhao, Hongbo, Das, Supratim, Forsuelo, Michael, Jiang, Benben, Chueh, William H., Bazant, Martin Z., Braatz, Richard D.
Published in Journal of the Electrochemical Society (01.09.2021)
Published in Journal of the Electrochemical Society (01.09.2021)
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Journal Article
Fast Charging of Lithium-Ion Batteries While Accounting for Degradation and Cell-to-Cell Variability
Kim, Minsu, Schaeffer, Joachim, Berliner, Marc D., Pedret Sagnier, Berta, Bazant, Martin Z., Findeisen, Rolf, Braatz, Richard D.
Published in Journal of the Electrochemical Society (13.09.2024)
Published in Journal of the Electrochemical Society (13.09.2024)
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Journal Article
Bayesian learning for rapid prediction of lithium-ion battery-cycling protocols
Jiang, Benben, Gent, William E., Mohr, Fabian, Das, Supratim, Berliner, Marc D., Forsuelo, Michael, Zhao, Hongbo, Attia, Peter M., Grover, Aditya, Herring, Patrick K., Bazant, Martin Z., Harris, Stephen J., Ermon, Stefano, Chueh, William C., Braatz, Richard D.
Published in Joule (15.12.2021)
Published in Joule (15.12.2021)
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Journal Article
Population Balance Model-based Dynamic Multiobjective Optimization of Yeast Cell Manufacturing⁎⁎This work was supported by the U.S. Department of Energy, Office of Science, Office of Advanced Scientific Computing Research, Department of Energy Computational Science Graduate Fellowship under Award Number DE-SC0022158
Ganko, Krystian, Berliner, Marc D., Rhyu, Jinwook, Wu, Liang, Braatz, Richard D., Leyffer, Sven
Published in IFAC-PapersOnLine (2024)
Published in IFAC-PapersOnLine (2024)
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Journal Article
Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries
Kim, Minsu, Schaeffer, Joachim, Berliner, Marc D., Sagnier, Berta Pedret, Findeisen, Rolf, Braatz, Richard D.
Published in 2024 American Control Conference (ACC) (10.07.2024)
Published in 2024 American Control Conference (ACC) (10.07.2024)
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Conference Proceeding
Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries
Kim, Minsu, Schaeffer, Joachim, Berliner, Marc D, Berta Pedret Sagnier, Findeisen, Rolf, Braatz, Richard D
Published in arXiv.org (02.05.2024)
Published in arXiv.org (02.05.2024)
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