Concepedia

Sensor Drift Detection

Sensor Drift Detection is a diagnostic method in sensor data quality assessment that identifies gradual, unintended deviations in sensor output over time from true values, distinguishing itself by focusing on temporal inconsistency patterns indicative of sensor degradation or calibration loss rather than transient faults or noise.

55

Publications

2.4K

Citations

177

Authors

76

Institutions

Publications per year

2017–2026

23

Parents

Publications

55

The Analysis of Spaced Sensor Records by Correlation Techniques

B. H. Briggs · NASA Technical Reports Server (NASA) · 1984 · 274 citations

, , +13

RDDM: Reactive drift detection method

Roberto Souto Maior de Barros, Danilo R.L. Cabral, Paulo Gonçalvés et al. · Expert Systems with Applications · 2017 · 205 citations

, , +4

A comparative study on concept drift detectors

Paulo Gonçalves, Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros et al. · Expert Systems with Applications · 2014 · 201 citations

, , +5

A large-scale comparison of concept drift detectors

Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos · Information Sciences · 2018 · 163 citations

, , +7

Sensor drift fault diagnosis for chiller system using deep recurrent canonical correlation analysis and k-nearest neighbor classifier

Long Gao, Donghui Li, Lele Yao et al. · ISA Transactions · 2021 · 101 citations

, , +17

1–5 of 55

Authors

177

  1. MT
    Maen Takruri

    American University of Ras Al Khaimah, United Arab Emirates

    5 publications · 141 citations

    5

    h-index

  2. MP
    Marimuthu Palaniswami

    The University of Melbourne, Australia

    5 publications · 144 citations

    5

    h-index

  3. SR
    Sutharshan Rajasegarar

    The University of Melbourne, Australia

    5 publications · 144 citations

    5

    h-index

  4. HY
    Huazhong Yang

    Tsinghua University, China

    4 publications · 169 citations

    4

    h-index

  5. AY
    Anqi Yang

    Tsinghua University, China

    4 publications · 169 citations

    4

    h-index

1–5 of 177

Institutions

76

  1. The University of Melbourne

    Melbourne, Australia

    6 h-index

    16 publications

    441 citations

  2. University of Technology Sydney

    Sydney, Australia

    5 h-index

    7 publications

    196 citations

  3. Tsinghua University

    Beijing, China

    4 h-index

    19 publications

    832 citations

  4. Universidade Federal de Pernambuco

    Recife, Brazil

    3 h-index

    8 publications

    1.5K citations

  5. Data61

    Sydney, Australia

    3 h-index

    6 publications

    172 citations

  6. Texas A&M University

    College Station, United States

    2 h-index

    3 publications

    58 citations

  7. Instituto Federal de Educação, Ciência e Tecnologia de Pernambuco

    Recife, Brazil

    2 h-index

    2 publications

    406 citations

  8. Western University

    London, Canada

    2 h-index

    4 publications

    56 citations

1–8 of 76

Venues

  1. Sensors and Actuators B Chemical

    5 publications · 212 citations

    5

    h-index

  2. IEEE Sensors Journal

    4 publications · 163 citations

    4

    h-index

  3. Expert Systems with Applications

    3 publications · 424 citations

    3

    h-index

  4. Computers & Electrical Engineering

    2 publications · 75 citations

    2

    h-index

  5. ACM Transactions on Sensor Networks

    2 publications · 26 citations

    2

    h-index

1–5