Concepedia

Signal-based Diagnostics

Signal-Based Diagnostics is a diagnostic method that identifies actuator faults by analyzing temporal or spectral characteristics of system signals, distinguishing itself from model-based or knowledge-based approaches through its reliance on empirical signal measurements rather than explicit system models or heuristic rules.

95

Publications

4.1K

Citations

304

Authors

154

Institutions

Publications per year

2017–2026

33

Parents

Publications

95

Matching synchrosqueezing transform: A useful tool for characterizing signals with fast varying instantaneous frequency and application to machine fault diagnosis

Shibin Wang, Xuefeng Chen, Ivan Selesnick et al. · Mechanical Systems and Signal Processing · 2017 · 199 citations

, , +13

Automatic feature extraction of waveform signals for in-process diagnostic performance improvement

Jionghua Jin, Jianjun Shi · Journal of Intelligent Manufacturing · 2001 · 178 citations · Full text

, , +15

An overview: modern techniques for railway vehicle on-board health monitoring systems

Chunsheng Li, Shihui Luo, Colin Cole et al. · Vehicle System Dynamics · 2017 · 170 citations · Full text

, , +16

A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements

Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva et al. · 2015 · 122 citations · Full text

, , +17

Multiparameter Receiver Operating Characteristic Analysis for Signal Detection and Classification

Chein‐I Chang · IEEE Sensors Journal · 2010 · 117 citations

, , +16

1–5 of 95

Authors

304

  1. AC
    Andréa Cozza

    Laboratoire de Génie Électrique et Électronique de Paris, France

    3 publications · 138 citations

    3

    h-index

  2. LP
    Lionel Pichon

    Laboratoire de Génie Électrique et Électronique de Paris, France

    3 publications · 138 citations

    3

    h-index

  3. JC
    Jacob Crossman

    University of Michigan–Dearborn, United States

    3 publications · 205 citations

    3

    h-index

  4. YL
    Yi Lu Murphey

    University of Michigan–Dearborn, United States

    3 publications · 205 citations

    3

    h-index

  5. MT
    Mohamed Trabelsi

    Laboratoire d’Informatique et Systèmes, France

    2 publications · 64 citations

    2

    h-index

1–5 of 304

Institutions

154

  1. University of Michigan

    Ann Arbor, United States

    4 h-index

    9 publications

    638 citations

  2. Ford Motor Company (United States)

    Dearborn, United States

    3 h-index

    3 publications

    217 citations

  3. University of Michigan–Dearborn

    Dearborn, United States

    3 h-index

    9 publications

    615 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    8 publications

    294 citations

  5. Laboratoire de Génie Électrique et Électronique de Paris

    Gif-sur-Yvette, France

    3 h-index

    6 publications

    294 citations

  6. Marche Polytechnic University

    Ancona, Italy

    2 h-index

    5 publications

    97 citations

  7. Yonsei University

    Seoul, South Korea

    2 h-index

    6 publications

    318 citations

  8. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    6 publications

    1K citations

1–8 of 154

Venues

  1. 7

    h-index

  2. IEEE Transactions on Vehicular Technology

    3 publications · 205 citations

    3

    h-index

  3. Mechanical Systems and Signal Processing

    MSSP · 3 publications · 373 citations

    3

    h-index

  4. Applied Surface Science

    2 publications · 54 citations

    2

    h-index

  5. IEEE Sensors Journal

    2 publications · 171 citations

    2

    h-index

1–5