no code implementations • 28 Sep 2021 • Kate Qi Zhou, Yan Qin, Billy Pik Lik Lau, Chau Yuen, Stefan Adams
The state of health (SOH) estimation plays an essential role in battery-powered applications to avoid unexpected breakdowns due to battery capacity fading.
no code implementations • 11 Jan 2021 • Yan Qin, Stefan Adams, Chau Yuen
After that, once the inability of the reference SoC estimation model is detected, consistent temporal dynamics between temperatures are selected for transfer learning.
no code implementations • 12 Aug 2020 • Yan Qin, Chau Yuen, Stefan Adams
By informing accurate performance (e. g., capacity), health state management plays a significant role in safeguarding battery and its powered system.