Fault Diagnosis

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4 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Fault Diagnosis.

Period ending 2026-09-07

3 new papers

A weekly snapshot of new work published in Fault Diagnosis.

72 papers

Latest in Fault Diagnosis

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  1. FreqSpaNet: Frequency and Spatial Learning of SFPF for Physical Layer Hardware Integrity Detection

    Sep 15, 2026Xiaoxuan Huang, Jinlong Xu, YiZhe Wang +3Spatio-Temporal FusionFault Diagnosis

  2. Robust Fault Detection in Mechanical Multimodal Time Series via Self-Supervised Cross-Modal Reconstruction

    Sep 14, 2026Magnus Munk Jensen, Dorte Hammershøi, Rafał Wiśniewski +1Multimodal Industrial Anomaly DetectionFault Diagnosis

  3. Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis

    Sep 14, 2026Mohammed Ayalew Belay, Amirshayan Haghipour, Pierluigi Salvo RossiFault DiagnosisLearnable Prototypes

  4. Deep Learning-Based Detection of Electrical Faults and Power Quality Disturbances in Aerospace Power Systems

    Sep 9, 2026Ian C. Guzmán, Radu Babiceanu, Berker PeközFault DiagnosisHigh-Frequency Reconstruction

  5. Dictionary-Guided Mutation Operators for Automated HDL Repair

    Sep 1, 2026Maisha Mastora, Dean SullivanHardware Description LanguagesCryptographically Authorized Mutation

  6. Rad-R: A Raw-ADC Radar Dataset and Capture-Invariant SSM for Hardware-Fault Diagnosis

    Aug 31, 2026Mainak Mallick, Junghwan Yim, Alankrit Gupta +1RadarFault Diagnosis

  7. Generative multi-domain transfer learning for fault detection in data-scarce wind turbines

    Aug 31, 2026Stefan Jonas, Angela MeyerOffshore Wind TurbineFault Diagnosis

  8. BREAD: Baseline-Referenced Explanations for Anomaly Diagnosis

    Aug 11, 2026Jiaqi Qiu, Rob Goedhart, Jannis Kurtz +1AnomalyXai

  9. An Explainable GNN Framework for Component-Level Anomaly Diagnosis

    Aug 10, 2026Sena Ozgunay, Louise Trav{é}-Massuy{è}s, Jean-Michel Loubes +1Graph Anomaly DetectionAnomaly Detection

  10. A Time-Frequency Dual-Domain Multi-Scale Convolutional Neural Network for Bearing Fault Diagnosis under Strong Noise

    Aug 10, 2026Yanxi Ding, Tingyue JiaFault DiagnosisTime-Frequency

  11. A Structural Dynamics Graph World Model: Unified Modeling, Constrained Rollout, and Interpretable Calibration

    Aug 9, 2026Wei Wang, Yaosen Chen, Han Yang +5SolversReinforcement Learning Rollouts

  12. TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis?

    Aug 8, 2026Yuxuan Zhu, Peng PuStep-Level Failure AttributionMultivariate Telemetry Data

  13. Spectral Aliasing Pretext: A novel task for Self-Supervised fault diagnosis in rotating machinery

    Aug 6, 2026Victor Gialis, Maxime Metz, David Esteve +1Fault DiagnosisSelf-Supervised Learning

  14. Grounded Well-Condition Anomaly Detection on the Volve Field: Constructed Labels, a Baseline, and a Dual-Head Model

    Aug 6, 2026Gospel Bassey, Samuel Bassey, Vincent FakiyesiAnomaly DetectionGraph Anomaly Detection

  15. DiagLoop: A Counterfactual Data Flywheel with Stage-Localized Reinforcement for Diagnostic LLMs

    Aug 4, 2026Jian Zhang, Bingyi Wang, Yizhi LiuClinical ReasoningReal-World Clinical Dataset

  16. HyperFL: Query-Adaptive Representation Learning for Software Fault Localization

    Aug 4, 2026Shuai Shao, Yiming Zeng, Yu Zhao +1Fault DiagnosisLocalization

  17. CheckOne: Lightweight Fault Detection and Mitigation for Vision Transformers

    Aug 3, 2026Mohammad Hasan Ahmadilivani, Sven-Markus Loorits, Jaan RaikSelf-Supervised Vision TransformersVision Transformer

  18. CockpitHAT: Dependency-Graph-Driven Hierarchical Attribution for Embodied Multi-Agent Cockpits

    Aug 3, 2026Wei Wang, Shuanghe Liu, Zhu Zhuo +4Step-Level Failure AttributionSafety-Critical Domains

  19. Belief-Space Perception Routing under Coupled Sensor Faults and Compute Contention

    Jul 31, 2026Sparsh Roy, Vihan Aggarwal, Davin YinRobot PerceptionPerception

  20. OrEdge: Efficient Multi-Modal Anomaly Detection in Distributed Software Systems via Orthogonal-Domain Learning

    Jul 31, 2026Amr M. Zaki, Farhoud Jafari Kaleibar, Honggeun Ji +2Graph Anomaly DetectionAnomaly Detection

  21. Development of FDD-ON: an Ontology for VAV HVAC System Fault Detection and Diagnostics

    Jul 31, 2026Yimin Chen, Brian Fricke, Bo Shen +10Fault DiagnosisHvac Control

  22. Label-free Industrial Fault Detection via Adversarial Inverse Reinforcement Learning: A System for Run-to-Failure Prognostics

    Jul 25, 2026Dhiraj Neupane, Mohamed Reda Bouadjenek, Richard Dazeley +1Fault DiagnosisMultimodal Industrial Anomaly Detection

  23. Agentic Root Cause Analysis through Evidence-Grounded Reasoning

    Jul 24, 2026Amaury Wei, Olga FinkRoot Cause AnalysisMultimodal Industrial Anomaly Detection

  24. Physically Verifiable Evidence and LLM-Based Reporting for Bearing Fault Diagnosis

    Jul 24, 2026Yuntong Chen, Jianyu Liu, Guobin Zhao +5Fault DiagnosisReport

  25. Generating Bearing Vibration Signals at User-Specified Fault Probabilities Using PR-GAN and Counterfactual Methods

    Jul 21, 2026Seyed Mohammadreza Alavi, Ardeshir Shojaeinasab, Reza Jalayer +2VibrationFault Diagnosis

  26. PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents

    Jul 21, 2026Tianyue Jiang, Yanlin Wang, Xin He +7Step-Level Failure AttributionFault Diagnosis

  27. Leakage-Robust Evaluation and Data-Scale Sensitivity of Attention-Enhanced Multi-Task Learning for Joint Fault Diagnosis and Remaining Useful Life Estimation

    Jul 17, 2026Md Mahamudur Rahaman Shamim, Md. Nuruzzaman, Zannatul Ferdus +5Predictive MaintenanceMulti--Task Learning

  28. Deep4ge: DNN Training Trajectories for Fault Detection and Diagnosis

    Jul 14, 2026Sigma JahanFault DiagnosisBenchmark Datasets

  29. Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification

    Jul 10, 2026Seyyedhamid Azimidokht, Mehdi Monemi, Abdelhak Kharbouch +4PhotovoltaicEfficientnet Encoder

  30. Modeling Normal Is All You Need: Joint Latent Clustering for Anomaly Detection in Multimodal Cyber-Physical Systems

    Jul 7, 2026Alexander Apartsin, Yehudit ApersteinCyber-Physical SystemAnomaly Detection

  31. Onnes: A Physics-Grounded Multi-Agent LLM Simulator for Cryogenic Fault Diagnosis in Quantum Computing Infrastructure

    Jul 7, 2026Praneeth Narisetty, Uday Kumar Reddy Kattamanchi, Shiva Nagendra Babu KoreFault DiagnosisQuantum Computing

  32. Physics-Informed Graph Learning with Uncertainty Awareness for Open-Set Domain Generalization in Fault Diagnosis

    Jul 5, 2026Jinfeng Zhu, Shiyu Long, Ye YuanFault DiagnosisMultimodal Domain Generalization

  33. Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Multi-Agent O&M Assistant

    Jul 2, 2026Jiangdi Ru, Bing Li, Yage Huang +2Fault DiagnosisRenewable Penetration

  34. Kalman Prototypical Networks for Few-shot Fault Detection in Combined Cycle Gas Turbines

    Jun 25, 2026Mohammed Ayalew Belay, Lucas Ferreira Bernardino, Adil Rasheed +2Fault DiagnosisTurbofan Engines

  35. Evaluation-Strategy Gap in Fault Diagnosis of Deep Learning Programs

    Jun 25, 2026Sigma JahanFault DiagnosisFault Injection Experiments

  36. Parametric Generalized Adaptive Moment Features (PG-AMF) for Bearing Fault Diagnosis and Machine Health Monitoring

    Jun 24, 2026Rajeev KumarFault DiagnosisFeature Extraction

  37. An LLM-based Two-Stage Transformer Framework for Cross-Domain Bearing Fault Diagnosis with Limited Data

    Jun 23, 2026Jinghan Wang, Feng Cheng, Wentao Wu +3Fault DiagnosisPredictive Maintenance

  38. Lightweight Transformer Models for On-Device Fault Detection: A Benchmark Study on Resource-Constrained Deployment

    Jun 23, 2026Disha PatelFault DiagnosisHybrid Transformer

  39. Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs

    Jun 22, 2026Haitham Al-Shami, Rohail Malik, Riku Ala-Laurinaho +2Fault DiagnosisFormal Verification

  40. Learning a Normal World Model for Few-Shot Boundary-Calibrated Abnormality Detection

    Jun 20, 2026Weizhi Nie, Weichao Liu, Weijie Wang +1Anomaly ScoreFault Diagnosis

  41. Holmes: Multimodal Agentic Diagnosis for Mixed-Language Mobile Crashes at Industrial Scale

    Jun 20, 2026Jia Li, Wenyuan Ma, Ting Peng +2Precise DebuggingFault Diagnosis

  42. A Unified Framework for Runtime Verification and Model-Based Diagnosis in LOLA

    Jun 18, 2026Raik Hipler, Martin Leucker, Patrick RodlerFault DiagnosisRuntime Enforcement

  43. Leveraging systems' non-linearity to tackle the scarcity of data in the design of Intelligent Fault Diagnosis Systems

    Jun 18, 2026Giancarlo Santamato, Andrea Mattia Garavagno, Massimiliano Solazzi +1Fault DiagnosisStructural Health Monitoring

  44. Safe, Real-Time Active Model Discrimination and Fault Diagnosis for Nonlinear Systems via Differentiable Reachability

    Jun 17, 2026Xinpei Ni, Melkior Ornik, Glen Chou +1Fault DiagnosisReachability

  45. Neural Network Implementation of the Renormalization Group for Fault Diagnosis with Class Imbalance

    Jun 16, 2026Evgeny Nikulchev, Dmitry IlinExtreme Class ImbalanceRenormalization Group

  46. LADBench: A Benchmark for Logical Fault Detection in Images

    Jun 16, 2026Sahasra Kondapalli, Lara Radovanovic, Aadi Palnitkar +2Diagnostic BenchmarkMultimodal Reasoning

  47. Progressive Knowledge-Guided Large Language Model Framework for Bearing Fault Diagnosis

    Jun 15, 2026Jinghan Wang, Gaoliang Peng, Yanjun Chen +3Fault DiagnosisStructural Health Monitoring

  48. SDVDiag: Multimodal Causal Discovery for Online Diagnosis in Software-defined Vehicles

    Jun 14, 2026Matthias Weiß, Athreya Hosahalli Prakash, Falk Dettinger +2Root Cause AnalysisFault Diagnosis

  49. A Reliable Fault Diagnosis Method Based on Belief Rule Base Consider Robustness Analysis

    Jun 9, 2026Mingyuan Liu, Dan Yin, Zongzong WuFault DiagnosisReliable

  50. Data-aware Static Analysis: Improving Detection of Semantic Faults in Machine Learning Code Using Data Characteristics

    Jun 8, 2026Willem Meijer, Kristian Sandahl, Dániel VarróMachine LearningFault Diagnosis

  51. Attack Detection using Time Series Foundation Models

    Jun 4, 2026Sribalaji C. Anand, Anh Tung Nguyen, George J. PappasReal-Time Threat DetectionTime Series Foundation Models

  52. FLARE: Fine-Grained Diagnostic Feedback for LLM Code Refinement

    Jun 2, 2026Yinsheng Yao, Hongxiang Zhang, Weixi Tong +1Large Language Model Fine-TuningFault Diagnosis

  53. TPA-AD: A Two-Stage Pseudo Anomaly-Guided Method for Bearing Time-Series Anomaly Detection

    Jun 2, 2026Xiancheng Wang, Zhibo Zhang, Ran Li +4Time-Series Anomaly DetectionFault Diagnosis

  54. PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis

    May 30, 2026Zongzong Wu, Ming Zhao, Fengxiao Tang +1Fault DiagnosisPropagation

  55. Lightweight CNN-Based Anomaly Detection for High Voltage Converter Modulators in the Spallation Neutron Source

    May 29, 2026Alberto D. Cencillo, Leonardo Concepción, Julián Luengo +1Dc ProtectionFault Diagnosis

  56. Backdoor Attacks on Fault Detection and Localization in Cyber-Physical Systems

    May 26, 2026Abile Jean, Kuniyilh SCyber-Physical SystemBackdoor Attacks

  57. Asymmetric Adaptation-based Real-time Fault Diagnosis Under Transitional Operating Conditions

    May 23, 2026Hongshuo Zhao, Zeyi Liu, Xiao HeFault DiagnosisTest-Time Adaptation

  58. VBFDD-Agent for Electric Vehicle Battery Fault Detection and Diagnosis: Descriptive Text Modeling of Battery Digital Signals

    May 20, 2026Joey Chan, Zhen Chen, Ershun PanLithium-Ion BatteriesFault Diagnosis

  59. CAFD: Concept-Aware DNN Fault Detection using VLMs

    May 19, 2026Amin Abbasishahkoo, Mahboubeh Dadkhah, Lionel BriandFault DiagnosisDeep Neural Network

  60. A novel YOLO26-MoE optimized by an LLM agent for insulator fault detection considering UAV images

    May 19, 2026João Pedro Matos-Carvalho, Laio Oriel Seman, Stefano Frizzo Stefenon +2Yolo26Unmanned Aerial Vehicle Imagery