Litcius/Paper detail

Adaptive Kalman filter and self-designed early stopping strategy optimized convolutional neural network for state of energy estimation of lithium-ion battery in complex temperature environment

Jin Hui Li, Shunli Wang, Lei Chen, Yangtao Wang, Heng Zhou, Josep M. Guerrero

2024Journal of Energy Storage33 citationsDOI

Topics & Concepts

Mean squared errorOverfittingConvolutional neural networkComputer scienceKalman filterArtificial neural networkArtificial intelligenceState of chargeBattery (electricity)Extended Kalman filterMathematicsStatisticsPhysicsPower (physics)Quantum mechanicsAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureAdvancements in Battery Materials
Adaptive Kalman filter and self-designed early stopping strategy optimized convolutional neural network for state of energy estimation of lithium-ion battery in complex temperature environment | Litcius