Zobrazeno 1 - 10 of 50 pro vyhledávání: '"Duquesnoy, Marc"'
1
Report
Toward High-Performance Energy and Power Battery Cells with Machine Learning-based Optimization of Electrode Manufacturing
Autor: Duquesnoy, Marc, Liu, Chaoyue, Kumar, Vishank, Ayerbe, Elixabete, Franco, Alejandro A.
The optimization of the electrode manufacturing process is important for upscaling the application of Lithium Ion Batteries (LIBs) to cater for growing energy demand. In particular, LIB manufacturing is very important to be optimized because it deter
Externí odkaz: http://arxiv.org/abs/2307.05521
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2
Report
Machine Learning-Assisted Multi-Objective Optimization of Battery Manufacturing from Synthetic Data Generated by Physics-Based Simulations
Autor: Duquesnoy, Marc, Liu, Chaoyue, Dominguez, Diana Zapata, Kumar, Vishank, Ayerbe, Elixabete, Franco, Alejandro A.
The optimization of the electrodes manufacturing process constitutes one of the most critical steps to ensure high-quality Lithium-Ion Battery (LIB) cells, in particular for automotive applications. Because LIB electrode manufacturing is a complex pr
Externí odkaz: http://arxiv.org/abs/2205.01621
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3
Report
Functional Data-Driven Framework for Fast Forecasting of Electrode Slurry Rheology Simulated by Molecular Dynamics
Autor: Duquesnoy, Marc, Lombardo, Teo, Caro, Fernando, Haudiquez, Florent, Ngandjong, Alain C., Xu, Jiahui, Oularbi, Hassan, Franco, Alejandro A.
Computational modeling of the manufacturing process of Lithium-Ion Battery (LIB) composite electrodes based on mechanistic approaches, allows predicting the influence of manufacturing parameters on electrode properties. However, ensuring that the cal
Externí odkaz: http://arxiv.org/abs/2201.04394
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10
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