Cover Image

Resilient Voltage Estimation for Battery Packs Using Self-Learning Koopman Operator

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ghosh, Sanchita, Roy, Tanushree
Format:	Preprint
Published:	2026
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Secure Estimation of Battery Voltage Under Sensor Attacks: A Self-Learning Koopman Approach
by: Ghosh, Sanchita, et al.
Published: (2025)

Koopman Mode-Based Detection of Internal Short Circuits in Lithium-ion Battery Pack
by: Ghosh, Sanchita, et al.
Published: (2024)

Koopman Operator-based Detection-Isolation of Cyberattack: A Case Study on Electric Vehicle Charging
by: Ghosh, Sanchita, et al.
Published: (2024)

KAN-Koopman Based Rapid Detection Of Battery Thermal Anomalies With Diagnostics Guarantees
by: Ghosh, Sanchita, et al.
Published: (2026)

Transfer Learning Assisted XgBoost For Adaptable Cyberattack Detection In Battery Packs
by: Ghosh, Sanchita, et al.
Published: (2025)

Explainable Functional Relation Discovery for Battery State-of-Health Using Kolmogorov-Arnold Network
by: Ghosh, Sanchita, et al.
Published: (2026)

Assessment of Cyberattack Detection-Isolation Algorithm for CAV Platoons Using SUMO
by: Ghosh, Sanchita, et al.
Published: (2025)

Detecting Switching Attacks On Traffic Flow Regulation For Changing Driving Patterns
by: Ghosh, Sanchita, et al.
Published: (2025)

KAN-Therm: A Lightweight Battery Thermal Model Using Kolmogorov-Arnold Network
by: Mallick, Soumyoraj, et al.
Published: (2025)

A Cyberattack Detection-Isolation Scheme For CAV Under Changing Driving Environment
by: Ghosh, Sanchita, et al.
Published: (2023)

Enhancing Grid Resilience for Giga-Watt Scale Data Centers Using High Voltage Circuit Breaker Operated Braking Resistors
by: Ghosh, Soham, et al.
Published: (2025)

Security of Distributed Parameter Cyber-Physical Systems: Cyber-Attack Detection in Linear Parabolic PDEs
by: Roy, Tanushree, et al.
Published: (2021)

Generating Sustainability-Targeting Attacks For Cyber-Physical Systems
by: Ahamed, Faysal, et al.
Published: (2025)

An Input-to-State Safety Approach Towards Safe Control of a Class of Parabolic PDEs Under Disturbances
by: Roy, Tanushree, et al.
Published: (2022)

Koopman Operators in Robot Learning
by: Shi, Lu, et al.
Published: (2024)

Koopman Operator in the Weighted Function Spaces and its Learning for the Estimation of Lyapunov and Zubov Functions
by: Tang, Wentao
Published: (2024)

Enhanced Koopman Operator Approximation for Nonlinear Systems Using Broading Learning System
by: Sun, Yangjun, et al.
Published: (2025)

Robust Estimation of Battery State of Health Using Reference Voltage Trajectory
by: Huang, Rui, et al.
Published: (2025)

Learning Neural Koopman Operators with Dissipativity Guarantees
by: Xu, Yuezhu, et al.
Published: (2025)

Distributed Koopman Operator Learning for Perception and Safe Navigation
by: Azarbahram, Ali, et al.
Published: (2025)

A Hybrid Framework for Efficient Koopman Operator Learning
by: Estornell, Alexander, et al.
Published: (2025)

Distributed Koopman Operator Learning from Sequential Observations
by: Azarbahram, Ali, et al.
Published: (2025)

Optimality Deviation using the Koopman Operator
by: Lin, Yicheng, et al.
Published: (2025)

No-Regret Model Predictive Control with Online Learning of Koopman Operators
by: Zhou, Hongyu, et al.
Published: (2025)

Capacity Estimation of Lithium-ion Batteries Using Invariance Property in Open Circuit Voltage Relationship
by: Wang, Yang, et al.
Published: (2025)

Polynomial Parametric Koopman Operators for Stochastic MPC
by: Iliakis, Efstathios, et al.
Published: (2026)

Two Roads to Koopman Operator Theory for Control: Infinite Input Sequences and Operator Families
by: Haseli, Masih, et al.
Published: (2025)

Nonparametric Sparse Online Learning of the Koopman Operator
by: Hou, Boya, et al.
Published: (2025)

Least-Squares Multi-Step Koopman Operator Learning for Model Predictive Control
by: Wu, Liang, et al.
Published: (2026)

Isolating Signatures of Cyberattacks under Stressed Grid Conditions
by: Ghosh, Sanchita, et al.
Published: (2024)

Global Linearization of Parameterized Nonlinear Systems with Stable Equilibrium Point Using the Koopman Operator
by: Katayama, Natsuki, et al.
Published: (2026)

Uncertainty Quantification of Autoencoder-based Koopman Operator
by: Kim, Jin Sung, et al.
Published: (2023)

On Data-Driven Unbiased Predictors using the Koopman Operator
by: Schurig, Roland, et al.
Published: (2026)

Closed-Loop Koopman Operator Approximation
by: Dahdah, Steven, et al.
Published: (2023)

Nonparametric Control Koopman Operators
by: Bevanda, Petar, et al.
Published: (2024)

Operator-Theoretic and physics-guided Sequence Modeling of Lithium-Ion Battery Voltage Dynamics
by: Labib, Khalid Mahmud, et al.
Published: (2026)

Time-certified Input-constrained NMPC via Koopman Operator
by: Wu, Liang, et al.
Published: (2024)

Time-Certified and Efficient NMPC via Koopman Operator
by: Wu, Liang, et al.
Published: (2026)

Efficient Fault Diagnosis in Lithium-Ion Battery Packs: A Structural Approach with Moving Horizon Estimation
by: Farakhor, Amir, et al.
Published: (2025)

Koopman-based Deep Learning for Nonlinear System Estimation
by: Sun, Zexin, et al.
Published: (2024)