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cs.LG2022★ 1 cited
Transfer Learning-based State of Health Estimation for Lithium-ion Battery with Cycle Synchronization
Kate Qi Zhou, Yan Qin, Chau Yuen
Accurately estimating a battery's state of health (SOH) helps prevent battery-powered applications from failing unexpectedly. With the superiority of reducing the data requirement…
cs.LG2021
Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping
Kate Qi Zhou, Yan Qin, Billy Pik Lik Lau +2
The state of health (SOH) estimation plays an essential role in battery-powered applications to avoid unexpected breakdowns due to battery capacity fading. However, few studies hav…