Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Health Indicator and Gaussian Process Regression Model

Achieving accurate and reliable remaining useful life (RUL) prediction of lithium-ion batteries is very vital for the normal operation of the battery system. The direct RUL prediction based on capacity largely depends on the laboratory condition. A novel method that combines indirect health indicato...

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Veröffentlicht in:IEEE access 2019, Vol.7, p.39474-39484
Hauptverfasser: Liu, Jian, Chen, Ziqiang
Format: Artikel
Sprache:eng
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