Concepedia

Diagnostic Feature Extraction

Diagnostic Feature Extraction is a systematic process within diagnostic engineering that identifies and isolates measurable indicators from raw sensor or signal data to enable the detection, isolation, and assessment of faults or degradation in components such as actuators, batteries, and hybrid systems.

790

Publications

30.4K

Citations

2.7K

Authors

787

Institutions

Publications per year

2017–2026

517

Parents

Publications

790

Feature Mode Decomposition: New Decomposition Theory for Rotating Machinery Fault Diagnosis

Yonghao Miao, Boyao Zhang, Chenhui Li et al. · IEEE Transactions on Industrial Electronics · 2022 · 437 citations

, , +16

Heterogeneous Feature Models and Feature Selection Applied to Bearing Fault Diagnosis

Thomas W. Rauber, Francisco de Assis Boldt, Flávio Miguel Varejão · IEEE Transactions on Industrial Electronics · 2014 · 367 citations

, , +16

A new bearing fault diagnosis method based on modified convolutional neural networks

Jiangquan Zhang, Yi Sun, Liang Guo et al. · Chinese Journal of Aeronautics · 2019 · 325 citations · Full text

, , +17

A Deep-Learning-Based Real-Time Detector for Grape Leaf Diseases Using Improved Convolutional Neural Networks

Xiaoyue Xie, Yuan Ma, Bin Liu et al. · Frontiers in Plant Science · 2020 · 291 citations · Full text

, , +17

Combined Fault Location and Classification for Power Transmission Lines Fault Diagnosis With Integrated Feature Extraction

Yann Qi Chen, Olga Fink, Giovanni Sansavini · IEEE Transactions on Industrial Electronics · 2017 · 255 citations · Full text

, , +17

1–5 of 790

Authors

2.7K

  1. QH
    Qingbo He

    University of Science and Technology of China, China

    7 publications · 232 citations

    9

    h-index

  2. JK
    Jong-Myon Kim

    University of Ulsan, South Korea

    6 publications · 208 citations

    7

    h-index

  3. CV
    Chi‐Man Vong

    University of Macau, Macao SAR China

    6 publications · 273 citations

    6

    h-index

  4. XZ
    Xiaoxing Zhang

    Wuhan University, China

    6 publications · 328 citations

    6

    h-index

  5. PK
    Pak Kin Wong

    University of Macau, Macao SAR China

    5 publications · 116 citations

    5

    h-index

1–5 of 2.7K

Institutions

787

  1. Xi'an Jiaotong University

    Xi'an, China

    18 h-index

    86 publications

    3.4K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    16 h-index

    49 publications

    2.1K citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    15 h-index

    34 publications

    2.2K citations

  4. Beihang University

    Beijing, China

    14 h-index

    55 publications

    4.2K citations

  5. Chongqing University

    Chongqing, China

    13 h-index

    45 publications

    2.3K citations

  6. Tsinghua University

    Beijing, China

    13 h-index

    38 publications

    1.6K citations

  7. Northwestern Polytechnical University

    Xi'an, China

    13 h-index

    25 publications

    1.2K citations

  8. Harbin Institute of Technology

    Harbin, China

    12 h-index

    28 publications

    812 citations

1–8 of 787

Venues

  1. IEEE Access

    41 publications · 1.9K citations

    26

    h-index

  2. 19

    h-index

  3. Sensors

    26 publications · 1.1K citations

    19

    h-index

  4. Measurement

    18 publications · 1.1K citations

    18

    h-index

  5. IEEE Transactions on Industrial Electronics

    16 publications · 2.1K citations

    17

    h-index

1–5