Lithium Battery SOH Estimation Based on Manifold Learning and LightGBM
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DOI: 10.3390/app13116540
Abstract: In order to accurately identify the state of health (SOH) and remaining useful life (RUL) of lithium-ion batteries, this paper proposes an SOH estimation algorithm for lithium-ion batteries based on stream learning and LightGBM. To… read more here.
Keywords: manifold learning; learning lightgbm; soh estimation; model ... See more keywords