Battery state-of-health estimation using CNNs with transfer learning and multi-modal fusion of partial voltage profiles and histogram data
Junran Chen, Phillip J. Kollmeyer, Ryan Ahmed, Ali Emadi
Topics & Concepts
Battery (electricity)ModalHistogramTransfer of learningComputer scienceArtificial intelligenceFusionState (computer science)VoltagePattern recognition (psychology)State of healthSensor fusionEngineeringChemistryAlgorithmElectrical engineeringImage (mathematics)PhysicsPolymer chemistryPhilosophyQuantum mechanicsLinguisticsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies