Cover Image

Data-Driven Probabilistic Fault Detection and Identification via Density Flow Matching

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ibrahim, Joshua D., Taheri, Mahdi, Chung, Soon-Jo, Hadaegh, Fred Y.
Format:	Preprint
Published:	2026
Subjects:	Systems and Control Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Perron-Frobenius Contractive Operator Matching for Data-Driven Reachable Fault Identification and Recovery
by: Ibrahim, Joshua D., et al.
Published: (2026)

Geometric Fault Identification via Mirror Descent Learning
by: Taheri, Mahdi, et al.
Published: (2026)

Closing the Loop Inside Neural Networks: Causality-Guided Layer Adaptation for Fault Recovery Control
by: Taheri, Mahdi, et al.
Published: (2025)

A Counterfactual Reasoning Framework for Fault Diagnosis in Robot Perception Systems
by: Han, Haeyoon, et al.
Published: (2025)

Array-Based Monte Carlo Tree Search
by: Ragan, James, et al.
Published: (2025)

Robust Optimal Network Topology Switching for Zero Dynamics Attacks
by: Tsukamoto, Hiroyasu, et al.
Published: (2024)

Probabilistic Formulations for System Identification of Linear Dynamics with Bilinear Observation Models
by: Liu, Diyou, et al.
Published: (2025)

Regret-Optimal Defense Against Stealthy Adversaries: A System Level Approach
by: Tsukamoto, Hiroyasu, et al.
Published: (2024)

Data-Driven Intrusion Detection in Vehicles: Integrating Unscented Kalman Filter (UKF) with Machine Learning
by: Bian, Shuhao, et al.
Published: (2025)

Closed-Loop Consistent, Causal Data-Driven Predictive Control via SSARX
by: Liu, Aihui, et al.
Published: (2025)

A Trustworthy Industrial Fault Diagnosis Architecture Integrating Probabilistic Models and Large Language Models
by: wu, Yue
Published: (2025)

ContractionPPO: Certified Reinforcement Learning via Differentiable Contraction Layers
by: Zinage, Vrushabh, et al.
Published: (2026)

Real-Time Kinematics-Based Sensor-Fault Detection for Autonomous Vehicles Using Single and Double Transport with Adaptive Numerical Differentiation
by: Verma, Shashank, et al.
Published: (2023)

Development of a Platform to Enable Real Time, Non-disruptive Testing and Early Fault Detection of Critical High Voltage Transformers and Switchgears in High Speed-rail
by: Fan, Jiawei, et al.
Published: (2024)

Modal Parameter Extraction via Propeller-Driven Vibration Testing
by: Dessena, Gabriele, et al.
Published: (2026)

Data-Driven Nonlinear TDOA for Accurate Source Localization in Complex Signal Dynamics
by: Sahu, Chinmay, et al.
Published: (2023)

Nonconvex Linear System Identification with Minimal State Representation
by: Tadipatri, Uday Kiran Reddy, et al.
Published: (2025)

Variational Bayesian Inference for Multiple Extended Targets or Unresolved Group Targets Tracking
by: Cheng, Yuanhao, et al.
Published: (2024)

Rigid Communication Topologies: Impact on Stability, Safety, Energy Consumption, Passenger Comfort, and Robustness of Vehicular Platoons
by: Zakerimanesh, Amir, et al.
Published: (2024)

A Novel Combined Data-Driven Approach for Electricity Theft Detection
by: Zheng, Kedi, et al.
Published: (2024)

AI-Powered Dynamic Fault Detection and Performance Assessment in Photovoltaic Systems
by: Salazar-Pena, Nelson, et al.
Published: (2024)

Data-Driven Stability Assessment of Power Electronic Converters with Multi-Resolution Dynamic Mode Decomposition
by: Kong, Rui, et al.
Published: (2024)

Data Driven based Dynamic Correction Prediction Model for NOx Emission of Coal Fired Boiler
by: Tang, Zhenhao, et al.
Published: (2021)

Fault Localisation in Infinite-Dimensional Linear Electrical Networks
by: Selvaratnam, Daniel, et al.
Published: (2025)

Discrimination of Internal Faults and Other Transients in an Interconnected System with Power Transformers and Phase Angle Regulators
by: Bera, Pallav Kumar, et al.
Published: (2020)

Quickest Detection of False Data Injection Attack in Distributed Process Tracking
by: Baba, Saqib Abbas, et al.
Published: (2024)

Data-Driven Ground-Fault Location Method in Distribution Power System With Distributed Generation
by: Caporuscio, Mauro, et al.
Published: (2024)

Arithmetic Average Density Fusion -- Part IV: Distributed Heterogeneous Fusion of RFS and LRFS Filters via Variational Approximation
by: Li, Tiancheng, et al.
Published: (2024)

GNSS Array-Based Multipath Detection Employing UKF on Manifolds
by: Ahmed, Abdelgabar, et al.
Published: (2025)

Data-Driven Learning of Two-Stage Beamformers in Passive IRS-Assisted Systems with Inexact Oracles
by: Pougkakiotis, Spyridon, et al.
Published: (2024)

Distributed Error-Identification and Correction using Block-Sparse Optimization
by: Khan, Shiraz, et al.
Published: (2023)

Reconfigurable Intelligent Surface Identification in Mobile Networks: Opportunities and Challenges
by: Arslan, Emre, et al.
Published: (2024)

Harmonic Mean Density Fusion in Distributed Tracking: Performance and Comparison
by: Sharma, Nikhil, et al.
Published: (2024)

On Pooling-Based Track Fusion Strategies : Harmonic Mean Density
by: Sharma, Nikhil, et al.
Published: (2024)

Near-Optimal Low-Complexity MIMO Detection via Structured Reduced-Search Enumeration
by: Vijayan, Logeshwaran
Published: (2026)

Dynamic IRS Allocation for Spectrum-Sharing MIMO Communication and Radar Systems
by: Munir, Daniyal, et al.
Published: (2025)

Continuous-time Predictor-Based Subspace Identification with Hermite basis expansions
by: Rebollo, Jose Antonio, et al.
Published: (2026)

Ultrafast Grid Impedance Identification in $dq$-Asymmetric Three-Phase Power Systems
by: Abdalmoaty, Mohamed, et al.
Published: (2025)

Battery Capacity Knee-Onset Identification and Early Prediction Using Degradation Curvature
by: Zhang, Huang, et al.
Published: (2023)

A Dynamic Capacitance Matching (DCM)-based Current Response Algorithm for Signal Line RC Network
by: Wu, Zhoujie, et al.
Published: (2024)