Convolutional neural network based capacity estimation using random segments of the charging curves for lithium-ion batteries
Cheng Qian, Binghui Xu, Liang Chang, Bo Sun, Qiang Feng, Dezhen Yang, Yi Ren, Zili Wang
Topics & Concepts
Computer scienceHyperparameterRobustness (evolution)Battery capacityConvolutional neural networkBattery (electricity)Artificial neural networkParticle swarm optimizationReliability (semiconductor)AlgorithmMathematical optimizationArtificial intelligenceMathematicsChemistryPower (physics)BiochemistryPhysicsGeneQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure