Deep neural network battery impedance spectra prediction by only using constant-current curve
Yanzhou Duan, Jinpeng Tian, Jiahuan Lu, Chenxu Wang, Weixiang Shen, Rui Xiong
Topics & Concepts
Battery (electricity)Artificial neural networkConstant currentMean squared errorElectrical impedanceDielectric spectroscopyConvolutional neural networkMaterials scienceComputer scienceVoltageWaveformConstant (computer programming)Artificial intelligenceElectrical engineeringElectrochemistryStatisticsMathematicsEngineeringPhysicsQuantum mechanicsElectrodeProgramming languagePower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies