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SOC estimation of Li-ion battery using convolutional neural network with U-Net architecture

Xinyuan Fan, Weige Zhang, Caiping Zhang, Anci Chen, Fulai An

2022Energy169 citationsDOI

Topics & Concepts

Mean squared errorConvolutional neural networkConvergence (economics)AlgorithmComputer scienceState of chargeFunction (biology)Constant (computer programming)MathematicsBattery (electricity)StatisticsArtificial intelligencePower (physics)BiologyEvolutionary biologyPhysicsEconomic growthQuantum mechanicsProgramming languageEconomicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems
SOC estimation of Li-ion battery using convolutional neural network with U-Net architecture | Litcius