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A novel lithium-ion battery state of charge estimation method based on the fusion of neural network and equivalent circuit models

Aihua Tang, Yukun Huang, Shangmei Liu, Quanqing Yu, Weixiang Shen, Rui Xiong

2023Applied Energy91 citationsDOI

Topics & Concepts

State of chargeBattery (electricity)Artificial neural networkReliability (semiconductor)Equivalent circuitLithium-ion batteryRange (aeronautics)Computer scienceEngineeringVoltageArtificial intelligenceElectrical engineeringPower (physics)Quantum mechanicsPhysicsAerospace engineeringAdvanced Battery Technologies ResearchFault Detection and Control SystemsEmbedded Systems and FPGA Design
A novel lithium-ion battery state of charge estimation method based on the fusion of neural network and equivalent circuit models | Litcius