Health Factor Extraction of Lithium-Ion Batteries Based on Discrete Wavelet Transform and SOH Prediction Based on CatBoost

Health Factor Extraction of Lithium-Ion Batteries Based on Discrete Wavelet Transform and SOH Prediction Based on CatBoost

Aiming to accurately identify the state of health (SOH) and the remaining useful life (RUL) of lithium-ion batteries, in this paper, we propose an algorithm for the health factor extraction and SOH prediction of the batteries based on discrete wavelet transform and the Cauchy–Gaussian variation tent...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Mei Zhang, Wanli Chen, Jun Yin, Tao Feng
स्वरूप: लेख
भाषा:English
प्रकाशित: MDPI AG 2022-07-01
श्रृंखला:Energies
विषय:
lithium-ion battery
SOH prediction
DWT
CGTSSA
CatBoost
ऑनलाइन पहुंच:https://www.mdpi.com/1996-1073/15/15/5331

इंटरनेट

https://www.mdpi.com/1996-1073/15/15/5331

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