no code implementations • 16 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.
no code implementations • 20 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.
no code implementations • 8 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.