2 citations · 4 across the 12 of their papers we have counts for
12 papers
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…
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.…
Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns
Sanchita Ghosh, Tanushree Roy
Modern traffic management systems increasingly adopt hierarchical control strategies for improved efficiency and scalability, where a local traffic controller mode is chosen by a s…
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.…
Transfer Learning Assisted XgBoost For Adaptable Cyberattack Detection In Battery Packs
Sanchita Ghosh, Tanushree Roy
Optimal charging of electric vehicle (EVs) depends heavily on reliable sensor measurements from the battery pack to the cloud-controller of the smart charging station. However, an…
Secure Estimation of Battery Voltage Under Sensor Attacks: A Self-Learning Koopman Approach
Sanchita Ghosh, Tanushree Roy
Cloud-based battery management system (BMS) requires accurate terminal voltage measurement data to ensure optimal and safe charging of Lithium-ion batteries. Unfortunately, an adve…
Assessment of Cyberattack Detection-Isolation Algorithm for CAV Platoons Using SUMO
Sanchita Ghosh, Tanushree Roy
A Connected Autonomous Vehicle (CAV) platoon in an evolving real-world driving environment relies strongly on accurate vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I)…
Koopman Mode-Based Detection of Internal Short Circuits in Lithium-ion Battery Pack
Sanchita Ghosh, Soumyoraj Mallick, Tanushree Roy
Monitoring of internal short circuit (ISC) in Lithium-ion battery packs is imperative to safe operations, optimal performance, and extension of pack life. Since ISC in one of the m…
Koopman Operator-based Detection-Isolation of Cyberattack: A Case Study on Electric Vehicle Charging
Sanchita Ghosh, Tanushree Roy
One of the key challenges towards the reliable operation of cyber-physical systems (CPS) is the threat of cyberattacks on system actuation signals and measurements. In recent years…