Prediction and Diagnosis of Electric Vehicle Battery Fault Based on Abnormal Voltage: Using Decision Tree Algorithm Theories and Isolated Forest

Battery voltage is a pivotal parameter for evaluating battery health and safety. The precise prediction of battery voltage and the implementation of anomaly detection are imperative for ensuring the secure and dependable operation of battery systems. Nevertheless, during the actual operation of elec...

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Vydané v:	Processes Ročník 12; číslo 1; s. 136
Hlavní autori:	Zhang, Zhaosheng, Dong, Shiji, Li, Da, Liu, Peng, Wang, Zhenpo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.01.2024
Predmet:	Algorithms Anomalies Batteries Carbon Circuits Copper Decision making Decision theory Decision trees Electric potential Electric vehicles Electrodes Electrolytes Fault diagnosis Fuzzy logic Heat Lithium Parameters Predictions Product safety Traffic safety Voltage
ISSN:	2227-9717, 2227-9717
On-line prístup:	Získať plný text
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