Concepedia

Neural Network Diagnostics

Neural Network Diagnostics is a computational framework within engine diagnostics that employs machine learning models to identify, analyze, and interpret anomalies or faults in engine performance by leveraging the pattern recognition capabilities of artificial neural networks.

820

Publications

44.2K

Citations

2.5K

Authors

798

Institutions

Publications per year

2017–2026

350

Parents

Publications

820

Artificial neural networks in medical diagnosis

Filippo Amato, Alberto Botana López, Eladia María Peña‐Méndez et al. · Journal of Applied Biomedicine · 2013 · 905 citations · Full text

, , +17

A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges

Weihua Li, Ruyi Huang, Jipu Li et al. · Mechanical Systems and Signal Processing · 2021 · 779 citations · Full text

, , +17

Fault diagnosis of rolling bearings with recurrent neural network-based autoencoders

Han Liu, Jianzhong Zhou, Yang Zheng et al. · ISA Transactions · 2018 · 594 citations

, , +15

Fault diagnosis of wind turbine based on Long Short-term memory networks

Jinhao Lei, Chao Liu, Dongxiang Jiang · Renewable Energy · 2018 · 502 citations

, , +13

A novel adversarial learning framework in deep convolutional neural network for intelligent diagnosis of mechanical faults

Te Han, Chao Liu, Wenguang Yang et al. · Knowledge-Based Systems · 2018 · 477 citations

, , +17

1–5 of 820

Authors

2.5K

  1. RU
    R.E. Uhrig

    University of Tennessee at Knoxville, United States

    8 publications · 404 citations

    8

    h-index

  2. SD
    Stanisław Duer

    Koszalin University of Technology, Poland

    7 publications · 179 citations

    7

    h-index

  3. KK
    K. Khorasani

    Concordia University, Canada

    7 publications · 819 citations

    7

    h-index

  4. GF
    G. Franceschini

    University of Parma, Italy

    6 publications · 404 citations

    6

    h-index

  5. KM
    K. Mathioudakis

    National Technical University of Athens, Greece

    6 publications · 221 citations

    6

    h-index

1–5 of 2.5K

Institutions

798

  1. Tsinghua University

    Beijing, China

    13 h-index

    27 publications

    4.1K citations

  2. Xi'an Jiaotong University

    Xi'an, China

    13 h-index

    40 publications

    3.1K citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    12 h-index

    42 publications

    3.6K citations

  4. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    12 h-index

    34 publications

    1.6K citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    12 h-index

    49 publications

    5.5K citations

  6. North China Electric Power University

    Beijing, China

    10 h-index

    27 publications

    1.5K citations

  7. Beihang University

    Beijing, China

    10 h-index

    20 publications

    1.1K citations

  8. Hunan University

    Changsha, China

    9 h-index

    27 publications

    4.1K citations

1–8 of 798

Venues

  1. 18

    h-index

  2. Measurement

    20 publications · 1.6K citations

    18

    h-index

  3. Expert Systems with Applications

    19 publications · 1.6K citations

    16

    h-index

  4. Sensors

    14 publications · 511 citations

    13

    h-index

  5. Mechanical Systems and Signal Processing

    MSSP · 12 publications · 2.2K citations

    12

    h-index

1–5