An end-cloud collaboration approach for state-of-health estimation of lithium-ion batteries based on bi-LSTM with collaboration of multi-feature and attention mechanism,International Journal of Green Energy

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An end-cloud collaboration approach for state-of-health estimation of lithium-ion batteries based on bi-LSTM with collaboration of multi-feature and attention mechanism
International Journal of Green Energy ( IF 3.3 ) Pub Date : 2024-01-08 , DOI: 10.1080/15435075.2023.2299402
Pengchang Jiang ₁ , Tianyi Zhang ₂ , Guangjie Huang ₂ , Wei Hua ₁ , Yong Zhang ₃ , Wentao Wang ₂ , Tao Zhu ₄

Affiliation

This study develops an end-cloud collaboration method for estimating the State-of-Health (SOH) of batteries. It fuses a cloud-based deep learning model for detailed analysis and an end-side model f...

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