11 papers
Distance Matrices of Ordered Point Clouds and Their Persistent Homology
David Hien
The distance matrix of a finite point cloud can be visualized as a heatmap. When the data arise from a time series, the sublevel sets of this image are known as recurrence plots an…
KAN-Therm: A Lightweight Battery Thermal Model Using Kolmogorov-Arnold Network
Soumyoraj Mallick, Faysal Ahamed, Sanchita Ghosh +1
A battery management system (BMS) relies on real-time estimation of battery temperature distribution in battery cells to ensure safe and optimal operation of Lithium-ion batteries.…
Generating Sustainability-Targeting Attacks For Cyber-Physical Systems
Faysal Ahamed, Tanushree Roy
Sustainability-targeting attacks (STA) are a growing threat to cyber-physical system (CPS)-based infrastructure, as sustainability goals become an integral part of CPS objectives.…
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…