Search Results for author: Aki Takahashi

Found 3 papers, 0 papers with code

Core-shell enhanced single particle model for lithium iron phosphate batteries: model formulation and analysis of numerical solutions

no code implementations16 Aug 2022 Gabriele Pozzato, Aki Takahashi, Xueyan Li, Donghoon Lee, Johan Ko, Simona Onori

In this paper, a core-shell enhanced single particle model for iron-phosphate battery cells is formulated, implemented, and verified.

Core-shell enhanced single particle model for LiFePO$_4$ batteries

no code implementations20 May 2022 Aki Takahashi, Gabriele Pozzato, Anirudh Allam, Vahid Azimi, Xueyan Li, Donghoon Lee, Johan Ko, Simona Onori

In this paper, a novel electrochemical model for LiFePO$_4$ battery cells that accounts for the positive particle lithium intercalation and deintercalation dynamics is proposed.

Evaluating feasibility of batteries for second-life applications using machine learning

no code implementations8 Mar 2022 Aki Takahashi, Anirudh Allam, Simona Onori

This paper presents a combination of machine learning techniques to enable prompt evaluation of retired electric vehicle batteries as to either retain those batteries for a second-life application and extend their operation beyond the original and first intent or send them to recycle facilities.

Gaussian Processes

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