Development of a lifetime prediction model for lithium-ion batteries based on extended accelerated aging test data

Madeleine Ecker, Jochen Bernhard Gerschler, J. Vogel, +4

Journal of Power Sources

Electrical EngineeringEngineeringAgingLife PredictionLongevity +9

Review—“Knees” in Lithium-Ion Battery Aging Trajectories

Peter M. Attia, Alexander Bills, Ferran Brosa Planella, +14

Journal of The Electrochemical Society

EngineeringBattery TechnologyBiomedical EngineeringKinesiologyThreshold Trajectories +15

Online capacity estimation of lithium-ion batteries with deep long short-term memory networks

Weihan Li, Neil Sengupta, Philipp Dechent, +3

Journal of Power Sources

EngineeringMachine LearningRecurrent Neural NetworkStorage SystemsInput Time Series +17

Parameterization of a Physico-Chemical Model of a Lithium-Ion Battery

Madeleine Ecker, Thi Kim Dung Tran, Philipp Dechent, +3

Journal of The Electrochemical Society

Electric BatteryElectrical EngineeringChemical EngineeringEngineeringArgon Atmosphere +11

One-shot battery degradation trajectory prediction with deep learning

Weihan Li, Neil Sengupta, Philipp Dechent, +3

Journal of Power Sources

Artificial IntelligenceEngineeringMachine LearningData SciencePrognostics +12

High-Precision Monitoring of Volume Change of Commercial Lithium-Ion Batteries by Using Strain Gauges

Lisa Kathrin Willenberg, Philipp Dechent, Georg Fuchs, +2

Sustainability

EngineeringMeasurementMechanical EngineeringEducationCalibration +15

Forecasting battery capacity and power degradation with multi-task learning

Weihan Li, Haotian Zhang, Bruis van Vlijmen, +2

Energy storage materials

Principles of the Battery Data Genome

Logan Ward, Susan Babinec, Eric J. Dufek, +25

Joule

GeneticsGenome StructureGenomicsMedicineBioinformatics +2

The Development of Jelly Roll Deformation in 18650 Lithium-Ion Batteries at Low State of Charge

Lisa Kathrin Willenberg, Philipp Dechent, Georg Fuchs, +6

Journal of The Electrochemical Society

EngineeringMechanical EngineeringJelly Roll DeformationJelly RollSodium Battery +18

Investigation of capacity recovery during rest period at different states-of-charge after cycle life test for prismatic Li(Ni1/3Mn1/3Co1/3)O2-graphite cells

Meinert Lewerenz, Philipp Dechent, Dirk Uwe Sauer

Journal of Energy Storage

Materials ScienceElectric BatteryChemical EngineeringEngineeringLithium-ion Battery +7