2 citations · 4 across the 12 of their papers we have counts for
4 papers · 1 filter
Improving Fast Charging Safety With Core Temperature Estimation Via Kolmogorov-Arnold Network
Faysal Ahamed, Tanushree Roy
Fast charging of Lithium-ion batteries can lead to a significant temperature rise, which can cause serious risks to battery safety and lifetime. To ensure safe battery operation, t…
Explainable Functional Relation Discovery for Battery State-of-Health Using Kolmogorov-Arnold Network
Sanchita Ghosh, Tanushree Roy
Battery health management is heavily dependent on reliable State-of-Health (SoH) estimation to ensure battery safety with maximized energy utilization. Although online SoH estimati…
KAN-Koopman Based Rapid Detection Of Battery Thermal Anomalies With Diagnostics Guarantees
Sanchita Ghosh, Tanushree Roy
Early diagnosis of battery thermal anomalies is crucial to ensure safe and reliable battery operation by preventing catastrophic thermal failures. Battery diagnostics primarily rel…
Resilient Voltage Estimation for Battery Packs Using Self-Learning Koopman Operator
Sanchita Ghosh, Tanushree Roy
Cloud-based battery management systems (BMSs) rely on real-time voltage measurement data to coordinate bi-directional electric vehicle (EV) charging in vehicle-to-grid (V2G) applic…