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Experiment-free physical hybrid neural network approach for battery pack inconsistency estimation

Xinyuan Fan, Hongfeng Qi, Weige Zhang, Yanru Zhang

2024Applied Energy22 citationsDOI

Topics & Concepts

Battery (electricity)Battery packInternal resistanceMean squared errorVoltageArtificial neural networkComputer scienceControl theory (sociology)SimulationEngineeringAutomotive engineeringPower (physics)Electrical engineeringMathematicsStatisticsArtificial intelligenceControl (management)PhysicsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure
Experiment-free physical hybrid neural network approach for battery pack inconsistency estimation | Litcius