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- W4317418751 abstract "Monitoring the state of charge (SOC) of the battery can prevent overcharge and over-discharge for improving battery life. This study considers the effect of battery aging on the SOC and uses a model based on a gated recurrent unit (GRU) network to predict the state of health (SOH). Furthermore, the predicted SOH with voltage, current, and temperature is adopted as the input of another GRU-based model to predict SOC. The results show that the proposed method has a higher prediction accuracy than other methods." @default.
- W4317418751 created "2023-01-19" @default.
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- W4317418751 creator A5065077361 @default.
- W4317418751 date "2022-10-18" @default.
- W4317418751 modified "2023-09-27" @default.
- W4317418751 title "The State of Charge Estimation Based on GRU for Lithium-ion Batteries" @default.
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- W4317418751 doi "https://doi.org/10.1109/gcce56475.2022.10014096" @default.
- W4317418751 hasPublicationYear "2022" @default.
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