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Lithium-ion Battery Online Knee Onset Detection by Matrix Profile
Lithium-ion batteries (LiBs) degrade slightly until the knee onset, after which the deterioration accelerates to end of life (EOL).
Transfer Learning-based State of Health Estimation for Lithium-ion Battery with Cycle Synchronization
Second, the canonical variates retrieved from the spatial path of the cycle-synchronized time series are used for distribution similarity analysis between the source and target batteries.
Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping
The state of health (SOH) estimation plays an essential role in battery-powered applications to avoid unexpected breakdowns due to battery capacity fading.
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