A schematic illustration of the method architecture. (IMAGE)

Science China Press

A schematic illustration of the method architecture.

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(a) Voltage curve-related features are extracted through STL decomposition. (b) Features are extrapolated to future cycles using its historical information. (c) Features are correlated with capacity decay through regression models. (d) The final estimation of capacity degradation trajectory.

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