Concepedia

Machine Fault Diagnosis

Machine Fault Diagnosis is a systematic analytical process within the domain of mechanical and electrical engineering that identifies and isolates anomalous operating conditions in machinery by distinguishing fault-induced deviations from normal operational behavior through signal processing, modeling, or data-driven techniques.

5.3K

Publications

311.4K

Citations

11K

Authors

1.9K

Institutions

Publications per year

2017–2026

3.1K

Variants

Machine Fault Diagnostics

Parents

Publications

5.3K

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

Feng Jia, Yaguo Lei, Jing Lin et al. · Mechanical Systems and Signal Processing · 2015 · 1.7K citations

, , +17

Support vector machine in machine condition monitoring and fault diagnosis

Achmad Widodo, Bo‐Suk Yang · Mechanical Systems and Signal Processing · 2007 · 1.6K citations

, , +16

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Pierre Baldi · IEEE Transactions on Industrial Informatics · 2018 · 1.6K citations

, , +17

Fault Detection and Diagnosis in Industrial Systems

E L Russell and R D Braatz L H Chiang · Measurement Science and Technology · 2001 · 1.4K citations

, , +16

Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data

Liang Guo, Yaguo Lei, Saibo Xing et al. · IEEE Transactions on Industrial Electronics · 2018 · 1.2K citations

, , +16

1–5 of 5.3K

Authors

11K

  1. JA
    Jose A. Antonino‐Daviu

    Universitat Politècnica de València, Spain

    71 publications · 4.3K citations

    34

    h-index

  2. XC
    Xuefeng Chen

    Xi'an Jiaotong University, China

    44 publications · 4.8K citations

    33

    h-index

  3. YY
    Yu Yang

    Hunan University, China

    44 publications · 4.9K citations

    32

    h-index

  4. GC
    Gérard‐André Capolino

    Université de Picardie Jules Verne, France

    41 publications · 4.5K citations

    31

    h-index

  5. YL
    Yongbo Li

    Northwestern Polytechnical University, China

    39 publications · 2.8K citations

    30

    h-index

1–5 of 11K

Institutions

1.9K

  1. Xi'an Jiaotong University

    Xi'an, China

    79 h-index

    800 publications

    89K citations

  2. Hunan University

    Changsha, China

    60 h-index

    366 publications

    37.8K citations

  3. Southeast University

    Nanjing, China

    50 h-index

    233 publications

    20K citations

  4. Chongqing University

    Chongqing, China

    50 h-index

    378 publications

    24.7K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    49 h-index

    333 publications

    20.9K citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    46 h-index

    353 publications

    25.5K citations

  7. Soochow University

    Suzhou, China

    46 h-index

    251 publications

    20.5K citations

  8. Tsinghua University

    Beijing, China

    46 h-index

    226 publications

    16.4K citations

1–8 of 1.9K

Venues

  1. Mechanical Systems and Signal Processing

    MSSP · 368 publications · 42.3K citations

    113

    h-index

  2. IEEE Transactions on Industrial Electronics

    182 publications · 25.9K citations

    89

    h-index

  3. Measurement

    301 publications · 19.8K citations

    78

    h-index

  4. IEEE Transactions on Instrumentation and Measurement

    173 publications · 10.1K citations

    58

    h-index

  5. IEEE Transactions on Industry Applications

    108 publications · 9.6K citations

    58

    h-index

1–5