Cover Image

Efficient Fault Diagnosis in Lithium-Ion Battery Packs: A Structural Approach with Moving Horizon Estimation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Farakhor, Amir, Wu, Di, Wang, Yebin, Fang, Huazhen
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Optimal Power Management for Large-Scale Battery Energy Storage Systems via Bayesian Inference
by: Farakhor, Amir, et al.
Published: (2025)

Economic Optimal Power Management of Second-Life Battery Energy Storage Systems
by: Farakhor, Amir, et al.
Published: (2024)

Optimal Power Management of Battery Energy Storage Systems via Ensemble Kalman Inversion
by: Farakhor, Amir, et al.
Published: (2025)

Machine Learning-Driven Prediction of Lithium-Ion Battery Power Capability for eVTOL Aircraft
by: Tu, Hao, et al.
Published: (2025)

System Identification for Lithium-Ion Batteries with Nonlinear Coupled Electro-Thermal Dynamics via Bayesian Optimization
by: Tu, Hao, et al.
Published: (2024)

Remaining Discharge Energy Prediction for Lithium-Ion Batteries Over Broad Current Ranges: A Machine Learning Approach
by: Tu, Hao, et al.
Published: (2024)

Integrated Optimal Fast Charging and Active Thermal Management of Lithium-Ion Batteries in Extreme Ambient Temperatures
by: Lu, Zehui, et al.
Published: (2024)

Integrating Physics-Based Modeling with Machine Learning for Lithium-Ion Batteries
by: Tu, Hao, et al.
Published: (2021)

Accelerating Bayesian Optimization for Nonlinear State-Space System Identification with Application to Lithium-Ion Batteries
by: Tu, Hao, et al.
Published: (2026)

Nonlinear Double-Capacitor Model for Rechargeable Batteries: Modeling, Identification and Validation
by: Tian, Ning, et al.
Published: (2019)

BattBee: Equivalent Circuit Modeling and Early Detection of Thermal Runaway Triggered by Internal Short Circuits for Lithium-Ion Batteries
by: Kang, Sangwon, et al.
Published: (2025)

System Identification of Lithium-Ion Battery Equivalent Circuit Models Using Ensemble Kalman Inversion
by: Barat, Farzaneh, et al.
Published: (2026)

Recent Advances in Model-Based Fault Diagnosis for Lithium-Ion Batteries: A Comprehensive Review
by: Xu, Yiming, et al.
Published: (2024)

Model-based Stochastic Fault Detection and Diagnosis for Lithium-ion Batteries
by: Son, Jeongeun, et al.
Published: (2019)

Sample-based Moving Horizon Estimation
by: Krauss, Isabelle, et al.
Published: (2025)

Comprehensive Analysis of Thermal Dissipation in Lithium-Ion Battery Packs
by: Zhang, Xuguang, et al.
Published: (2025)

Reformulating Parallel-Connected Lithium-Ion Battery Pack Dynamics with Interconnection Resistances as Ordinary Differential Equations
by: Lone, Jaffar Ali, et al.
Published: (2025)

Optimal Inferential Control of Convolutional Neural Networks
by: Vaziri, Ali, et al.
Published: (2024)

Trust-Region Neural Moving Horizon Estimation for Robots
by: Wang, Bingheng, et al.
Published: (2023)

Gaussian Process-Based Nonlinear Moving Horizon Estimation
by: Wolff, Tobias M., et al.
Published: (2024)

Moving-Horizon Estimators for Hyperbolic and Parabolic PDEs in 1-D
by: Bhan, Luke, et al.
Published: (2024)

Nonlinear Moving-Horizon Estimation Using State- and Control-Dependent Models
by: Kamaldar, Mohammadreza
Published: (2026)

A Study on the Controllability of Lithium-Ion Batteries
by: Abadie, Preston T., et al.
Published: (2026)

Data-based Moving Horizon Estimation under Irregularly Measured Data
by: Wolff, Tobias M., et al.
Published: (2025)

A Differentiable Dynamic Modeling Approach to Integrated Motion Planning and Actuator Physical Design for Mobile Manipulators
by: Lu, Zehui, et al.
Published: (2024)

Dual State-space Fidelity Blade (D-STAB): A Novel Stealthy Cyber-physical Attack Paradigm
by: Shen, Jiajun, et al.
Published: (2025)

Moving Horizon Estimation for Simultaneous Localization and Mapping with Robust Estimation Error Bounds
by: Trisovic, Jelena, et al.
Published: (2024)

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

Local Observability and Moving Horizon Estimation-based Training of Feedforward Neural Networks
by: Yang, Yi, et al.
Published: (2026)

Data-Driven Moving Horizon Estimators for Linear Systems with Sample Complexity Analysis
by: Duan, Peihu, et al.
Published: (2026)

Robust Data-Driven Moving Horizon Estimation for Linear Discrete-Time Systems
by: Wolff, Tobias M., et al.
Published: (2022)

Robust Maneuver Planning With Scalable Prediction Horizons: A Move Blocking Approach
by: Schitz, Philipp, et al.
Published: (2024)

Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios
by: Saeed, Muhammad, et al.
Published: (2024)

BatteryAgent: Synergizing Physics-Informed Interpretation with LLM Reasoning for Intelligent Battery Fault Diagnosis
by: Zhou, Songqi, et al.
Published: (2025)

Resilient Voltage Estimation for Battery Packs Using Self-Learning Koopman Operator
by: Ghosh, Sanchita, et al.
Published: (2026)

Power System Fault Diagnosis with Quantum Computing and Efficient Gate Decomposition
by: Fei, Xiang, et al.
Published: (2024)

Model Predictive Control and Moving Horizon Estimation using Statistically Weighted Data-Based Ensemble Models
by: de Giuli, Laura Boca, et al.
Published: (2025)

Spectral Analysis of Approximated Capacity Fade Curvature for Lithium-Ion Batteries
by: Zhang, Huang, et al.
Published: (2025)

Towards Accurate and Efficient Sorting of Retired Lithium-ion Batteries: A Data Driven Based Electrode Aging Assessment Approach
by: Guo, Ruohan, et al.
Published: (2024)

Incorporating a Deep Neural Network into Moving Horizon Estimation for Embedded Thermal Torque Derating of an Electric Machine
by: Winkler, Alexander, et al.
Published: (2025)