Concepedia

Feature Extraction For Diagnostics

Feature Extraction for Diagnostics is a computational methodology within diesel engine diagnostics that identifies and isolates quantifiable signal characteristics from raw sensor data to enable the detection, isolation, and analysis of engine faults.

804

Publications

36.9K

Citations

2.6K

Authors

671

Institutions

Publications per year

2017–2026

538

Parents

Publications

804

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

, , +16

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

Guoqian Jiang, Haibo He, Jun Yan et al. · IEEE Transactions on Industrial Electronics · 2018 · 866 citations · Full text

, , +16

A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox

Ming Zhao, Li Pin, Xiaoqiang Xu · Measurement · 2017 · 688 citations

, , +16

Early fault diagnosis of rotating machinery based on wavelet packets—Empirical mode decomposition feature extraction and neural network

Guangfu Bin, Jin Ji Gao, X.J. Li et al. · Mechanical Systems and Signal Processing · 2011 · 495 citations

, , +17

A feature extraction technique based on principal component analysis for pulsed Eddy current NDT

Ali Sophian, Gui Yun Tian, D. Taylor et al. · NDT & E International · 2002 · 333 citations · Full text

, , +14

1–5 of 804

Authors

2.6K

  1. JK
    Jong-Myon Kim

    University of Ulsan, South Korea

    13 publications · 560 citations

    13

    h-index

  2. SL
    Shunming Li

    Nanjing University of Aeronautics and Astronautics, China

    12 publications · 373 citations

    11

    h-index

  3. JW
    Jinrui Wang

    Shandong University of Science and Technology, China

    8 publications · 171 citations

    8

    h-index

  4. FG
    Fengshou Gu

    University of Huddersfield, United Kingdom

    7 publications · 307 citations

    7

    h-index

  5. JZ
    Jianhua Zhong

    University of Macau, Macao SAR China

    7 publications · 240 citations

    7

    h-index

1–5 of 2.6K

Institutions

671

  1. Xi'an Jiaotong University

    Xi'an, China

    22 h-index

    96 publications

    10.7K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    18 h-index

    54 publications

    2.6K citations

  3. Harbin Institute of Technology

    Harbin, China

    17 h-index

    65 publications

    2.2K citations

  4. Beihang University

    Beijing, China

    16 h-index

    62 publications

    3.5K citations

  5. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    16 h-index

    56 publications

    1.9K citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    16 h-index

    58 publications

    3.2K citations

  7. Southwest Jiaotong University

    Chengdu, China

    16 h-index

    88 publications

    5.3K citations

  8. Huazhong University of Science and Technology

    Wuhan, China

    14 h-index

    47 publications

    1.9K citations

1–8 of 671

Venues

  1. Measurement

    40 publications · 3.1K citations

    29

    h-index

  2. 26

    h-index

  3. Mechanical Systems and Signal Processing

    MSSP · 28 publications · 2.7K citations

    26

    h-index

  4. IEEE Access

    44 publications · 1.6K citations

    25

    h-index

  5. Sensors

    40 publications · 1.4K citations

    24

    h-index

1–5