State of charge estimation in lithium-ion batteries: A neural network optimization approach

The development of an accurate and robust state-of-charge (SOC) estimation is crucial for the battery lifetime, efficiency, charge control, and safe driving of electric vehicles (EV). This paper proposes an enhanced data-driven method based on a time-delay neural network (TDNN) algorithm for state o...

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主要な著者: Hossain Lipu M.S., Hannan M.A., Hussain A., Ayob A., Saad M.H.M., Muttaqi K.M.
その他の著者: 36518949700
フォーマット: 論文
出版事項: MDPI AG 2023
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