Diagnosis of Electric Vehicle Batteries Using Recurrent Neural Networks

In electric vehicle (EV) systems, diagnosing battery states, such as state of health (SOH), is crucial to guarantee safety. Such a diagnosis can be used to determine the replacement time for a battery or to assess the driving mileage. The majority of studies in recent decades have defined SOH under...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) 2017-06, Vol.64 (6), p.4885-4893
Hauptverfasser:	You, Gae-Won, Park, Sangdo, Oh, Dukjin
Format:	Artikel
Sprache:	eng
Schlagworte:	Aging Batteries Battery management systems Degradation Diagnosis Driving conditions Electric vehicles electric vehicles (EVs) Fading channels Integrated circuit modeling Neural networks Rechargeable batteries Recurrent neural networks recurrent neural networks (RNNs) Resistance
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