Industrial Fault Diagnosis

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36 papers8 papers in the last four weeks, up 167% on the four weeks before. 0.1% of all new papers.

  1. S2S-FDD: Bridging Industrial Time Series and Natural Language for Explainable Zero-shot Fault Diagnosis

    Mar 9, 2026Baoxue Li, Chunhui ZhaoFault DiagnosisIndustrial Fault Diagnosis

    State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China · School of Information and Electrical Engineering, Zhejiang University City College, Hangzhou, China

  2. Toward Multimodal Industrial Fault Analysis: A Single-Speed Chain Conveyor Dataset with Audio and Vibration Signals

    Mar 7, 2026Zhang Chen, Yucong Zhang, Xiaoxiao Miao +1Industrial Fault DiagnosisFault Detection

    Digital Innovation Research Center, Duke Kunshan University, Kunshan, China · School of Computer Science, Wuhan University, Wuhan, China · School of Artificial Intelligence, The Chinese University of Hong Kong, Shenzhen, China +1

  3. Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis

    Mar 7, 2026Pengcheng Xia, Zhichao Dong, Chengjin Qin +3Fault DiagnosisIndustrial Fault Diagnosis

    State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai 200240, PR China

  4. CLAIRE: Compressed Latent Autoencoder for Industrial Representation and Evaluation -- A Deep Learning Framework for Smart Manufacturing

    Mar 6, 2026Mohammadhossein Ghahramani, Mengchu ZhouSmart ManufacturingIndustrial Fault Diagnosis

    Birmingham City University, UK · the Helen and John C. Hartmann Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA

  5. Explainability for Fault Detection System in Chemical Processes

    Feb 18, 2026Georgios Gravanis, Dimitrios Kyriakou, Spyros Voutetakis +2Industrial Fault DiagnosisFault Diagnosis

    Department of Information and Electronic Engineering, International Hellenic University, Greece · Chemical Process and Energy Resources Institute, Centre for Research and Technology Hellas, Greece · Department of Industrial Engineering and Management, International Hellenic University, Greece

  6. Knowledge Based Wind Turbine Gearbox Fault Detection Using Sparse Filtering and Graph Neural Networks

    Mar 6, 2023Jinsong Wang, Kenneth A. LoparoFault DetectionIndustrial Fault Diagnosis

    Case Western Reserve University, USA