Degradation path prediction of lithium-ion batteries under dynamic operating sequences
Inwoo Kim, Hyunjae Kim, Seongha An, Jihoon Oh, Minsoo Kim, Jang Wook Choi
Abstract
A framework is proposed for accurately predicting the future aging pathways of lithium-ion batteries operated under dynamic conditions by utilizing their path-dependent degradation characteristics.
Topics & Concepts
Degradation (telecommunications)Lithium (medication)IonPath (computing)Materials scienceComputer scienceBiological systemControl theory (sociology)ChemistryArtificial intelligenceBiologyTelecommunicationsMedicineInternal medicineOrganic chemistryControl (management)Programming languageAdvanced Battery Technologies ResearchAdvanced Algorithms and Applications