Encoder-decoder model for multistep prediction of lithium-ion battery state of health (SOH)

Encoder-decoder model for multistep prediction of lithium-ion battery state of health (SOH)

This paper presents a Bidirectional Long Short-Term Memory (BiLSTM) model for the multistep prediction of lithium-ion battery State of Health (SOH). The proposed model employs a sequence-to-sequence approach, where the encoder receives the input sequence of battery data, and the decoder predicts the...

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書目詳細資料
主要作者:	Ng, Qian Hui
其他作者:	Xu Yan
格式:	Final Year Project
語言:	English
出版:	Nanyang Technological University 2023
主題:	Engineering::Electrical and electronic engineering
在線閱讀:	https://hdl.handle.net/10356/167218
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

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