articleEnergySep 10, 2022Closed access

SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output

JCJunxiong ChenYZYu ZhangJWJi WuWCWeisong ChengQZQiao Zhu

Southwest Jiaotong University

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Abstract

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314
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21.47
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100%
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47
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5

Topics & keywords

Topics
Keywords
  • Recurrent neural network
  • State of charge
  • Battery (electricity)
  • Mean squared error
  • Computer science
  • Control theory (sociology)
  • Artificial neural network
  • Sliding window protocol
UN Sustainable Development Goals
  • Affordable and clean energy
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