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Keywords: transformer
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2025, 22(2): 021004.
Paper No: JEECS-24-1078
Published Online: September 11, 2024
... to difficulties in accurately estimating the battery SOH. To this end, this paper proposes a multi-scale frequency domain feature and time-domain feature fusion method for SOH estimation of lithium-ion batteries based on the transformer model. First, the voltage, current, temperature, and time information...