Cover Image

Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hsu, Chi-Ching, Frusque, Gaëtan, Forest, Florent, Macedo, Felipe, Franck, Christian M., Fink, Olga
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Informed Graph Learning By Domain Knowledge Injection and Smooth Graph Signal Representation
by: Niresi, Keivan Faghih, et al.
Published: (2024)

Interpretable Prognostics with Concept Bottleneck Models
by: Forest, Florent, et al.
Published: (2024)

Classifier-Free Diffusion-Based Weakly-Supervised Approach for Health Indicator Derivation in Rotating Machines: Advancing Early Fault Detection and Condition Monitoring
by: Hu, Wenyang, et al.
Published: (2024)

Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis
by: Forest, Florent, et al.
Published: (2023)

Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression
by: Nejjar, Ismail, et al.
Published: (2024)

From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring
by: Forest, Florent, et al.
Published: (2023)

A Convex Method of Generalized State Estimation using Circuit-theoretic Node-breaker Model
by: Li, Shimiao, et al.
Published: (2021)

Domain Adaptive Unfolded Graph Neural Networks
by: Zhang, Zepeng, et al.
Published: (2024)

Graph Signal Separation with Learnable Spectral Filters
by: Niresi, Keivan Faghih, et al.
Published: (2026)

A precise detection method for transient micro short-circuit faults of lithium-ion batteries through signal processing
by: Zhao, Hongyu, et al.
Published: (2025)

Novel rotor fault diagnostic method based on rlmd and ht techniques
by: Guedidi, Asma, et al.
Published: (2024)

Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection
by: Siripathitti, Punnawat, et al.
Published: (2024)

A fully differentiable model for unsupervised singing voice separation
by: Richard, Gael, et al.
Published: (2024)

Heterogeneous Graph Neural Networks for Short-term State Forecasting in Power Systems across Domains and Time Scales: A Hydroelectric Power Plant Case Study
by: Theiler, Raffael, et al.
Published: (2025)

Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity
by: Theiler, Raffael, et al.
Published: (2024)

Indoor Synthetic Aperture Radar Measurements of Point-Like Targets Using a Wheeled Mobile Robot
by: Ritterbusch, Yuma E., et al.
Published: (2024)

Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Sensor Fusion
by: Niresi, Keivan Faghih, et al.
Published: (2024)

RINS-T: Robust Implicit Neural Solvers for Time Series Linear Inverse Problems
by: Niresi, Keivan Faghih, et al.
Published: (2025)

Generative and Explainable AI for High-Dimensional Channel Estimation
by: Nguyen, Nghia Thinh, et al.
Published: (2025)

Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring
by: Niresi, Keivan Faghih, et al.
Published: (2025)

Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise
by: Liao, Jing-Xiao, et al.
Published: (2024)

Edge-guided inverse design of digital metamaterial-based mode multiplexers for high-capacity multi-dimensional interconnect
by: Sun, Aolong, et al.
Published: (2024)

A crayfish-optimized wavelet filter and its application to fault diagnosis
by: Chauhan, Sumika, et al.
Published: (2025)

Signal and Noise Classification in Bio-Signals via unsupervised Machine Learning
by: Paudel, Sansrit
Published: (2025)

Semi-supervised and unsupervised learning for health indicator extraction from guided waves in aerospace composite structures
by: Perry, James Josep, et al.
Published: (2025)

Thermoxels: a voxel-based method to generate simulation-ready 3D thermal models
by: Chassaing, Etienne, et al.
Published: (2025)

QINCODEC: Neural Audio Compression with Implicit Neural Codebooks
by: Lahrichi, Zineb, et al.
Published: (2025)

Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice
by: Gupta, Shubham, et al.
Published: (2024)

Long-term usage of the off-grid photovoltaic system with lithium-ion battery-based energy storage system on high mountains: A case study in Payiun Lodge on Mt. Jade in Taiwan
by: Chung, Hsien-Ching
Published: (2024)

Explainable AI for Enhancing Efficiency of DL-based Channel Estimation
by: Gizzini, Abdul Karim, et al.
Published: (2024)

An Adaptive feature mode decomposition based on a novel health indicator for bearing fault diagnosis
by: Chauhan, Sumika, et al.
Published: (2024)

Explainable Semantic Communication for Text Tasks
by: Liu, Chuanhong, et al.
Published: (2023)

Explainable AI in Speaker Recognition -- Making Latent Representations Understandable
by: Xu, Yanze, et al.
Published: (2026)

The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review
by: Alharthi, Abdullah, et al.
Published: (2024)

Signal-noise separation using unsupervised reservoir computing
by: Choi, Jaesung, et al.
Published: (2024)

Classification of motor faults based on transmission coefficient and reflection coefficient of omni-directional antenna using DCNN
by: Dutta, Sagar, et al.
Published: (2025)

A multi-dimensional unsupervised machine learning framework for clustering residential heat load profiles
by: Michalakopoulos, Vasilis, et al.
Published: (2024)

Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
by: Telyatnikov, Lev, et al.
Published: (2026)

Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things
by: Niresi, Keivan Faghih, et al.
Published: (2024)

A Correction for the Paper "Symplectic geometry mode decomposition and its application to rotating machinery compound fault diagnosis"
by: Zhang, Hong-Yan, et al.
Published: (2025)