Uncovering the impact of battery design parameters on health and lifetime using short charging segments
Wendi Guo, Søren Byg Vilsen, Yaqi Li, Ashima Verma, Daniel‐Ioan Stroe, Daniel Brandell
Abstract
Battery design is linked to real-world applications using a battery-design-aware machine learning framework built on a digital twin model, ultimately contributing to safer and longer-lasting next-generation batteries.
Topics & Concepts
Battery (electricity)Lithium (medication)GridComputer scienceLithium-ion batteryReliability engineeringAutomotive engineeringEngineeringMedicineMathematicsPower (physics)EndocrinologyQuantum mechanicsPhysicsGeometryAdvanced Battery Technologies ResearchElectric Vehicles and Infrastructure