Real-time adaptive neural network-based state of charge prediction of battery pack in a digital twin framework

The accurate and real-time prediction of state of charge (SoC) in battery pack is crucial for the safe and efficient operation of electric vehicles. Traditional estimation methods often suffer from reduced accuracy under sensor errors, battery aging, and dynamic load conditions. This study presents...

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Egile Nagusiak:	Shaik Farooq, M. Harshith, Aneeshsingh Bhatkhande, N. Kumaresan, B. Karthikeyan, A. Rammohan
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Elsevier 2026-03-01
Saila:	Array
Gaiak:	Adaptive neural network Battery Battery management system Digital twin Electric vehicle
Sarrera elektronikoa:	http://www.sciencedirect.com/science/article/pii/S2590005625002656
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