Joint prediction of the state of health and remaining useful life for lithium-ion batteries based on Wrapper Cascade-Stacking

The state of health (SOH) and remaining useful life (RUL) of lithium-ion batteries are important indicators for assessing battery safety and stability. Currently, a single model is still used in most studies to predict the health status or remaining service life of lithium batteries, making it diffi...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	Journal of energy storage Ročník 112; s. 115563
Hlavní autori:	Ma, Shuaijun, Hou, Xinxing, Luo, Maomao
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 15.03.2025
Predmet:	Cascade-Stacking Lithium-ion batteries Remaining useful life State of health Wrapper ANN BHF BE State of health LR RVM GPR KNN SVM Remaining useful life Lithium-ion batteries Cascade-Stacking Li-ion XGBoost RRV CC Wrapper LSTM EVs P2D EOL AE RUL GP MAPE RMSE SOH MAE AR CV RE RF LCO
ISSN:	2352-152X
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!