Nonlinear Fractional Dynamics Integrated Physics-Informed Neural Network Model for LiFePO4 Batteries in Electric Vehicles
ACC(2024)
Key words
Neural Network,Artificial Neural Network,Electric Vehicles,LiFePO4,Electric Vehicles Battery,LiFePO4 Batteries,Physical Conditions,State Of Charge,Physics-based Models,Terminal Voltage,Fractional-order Model,Nonlinear Neural Networks,Electric Aircraft,Solid Diffusion,Hybrid Neural Network,Root Mean Square Error,Convolutional Neural Network,Contributions Of This Paper,Machine Learning Models,Recurrent Neural Network,Fractional-order Differential Equations,Fractional Order,Neural Network Structure,Electrochemical Impedance Spectroscopy,Ideal Capacitor,Electrochemical Impedance Spectroscopy Experiments,Constant Phase Element,Convolutional Neural Network Layers,Equivalent Circuit Model,Battery Model
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