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State of charge estimation for lithium-ion batteries based on cross-domain transfer learning with feedback mechanism

Yongsong Yang, Lijun Zhao, Quanqing Yu, Shizhuo Liu, Guanghui Zhou, Weixiang Shen

2023Journal of Energy Storage72 citationsDOI

Topics & Concepts

Convolutional neural networkTransfer of learningComputer scienceKalman filterState of chargeRobustness (evolution)GeneralizationArtificial intelligenceDeep learningStability (learning theory)Machine learningBattery (electricity)MathematicsGeneChemistryQuantum mechanicsBiochemistryMathematical analysisPhysicsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsIoT-based Smart Home Systems
State of charge estimation for lithium-ion batteries based on cross-domain transfer learning with feedback mechanism | Litcius