Concepedia

Automatic Fault Detection Systems

Automatic Fault Detection Systems is a diagnostic framework that autonomously identifies operational anomalies and performance deviations in HVAC systems through continuous data monitoring and analytical algorithms, distinguishing itself from manual or rule-based approaches by its reliance on automated, often model- or data-driven, fault detection logic.

205

Publications

10.7K

Citations

674

Authors

283

Institutions

Publications per year

2017–2026

99

Variants

AfdsAutomated Fault Detection Systems

Parents

Publications

205

<i>Review Article</i> : Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems—A Review, Part I

Srinivas Katipamula, Michael R. Brambley · HVAC&R Research · 2005 · 907 citations

, , +14

Online wind turbine fault detection through automated SCADA data analysis

A. Zaher, S.D.J. McArthur, David Infield et al. · Wind Energy · 2009 · 467 citations · Full text

, , +16

Review of Automatic Fault Diagnosis Systems Using Audio and Vibration Signals

Patricia Henríquez, Jesús B. Alonso, Miguel A. Ferrer et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2013 · 312 citations

, , +17

A Digital Twin predictive maintenance framework of air handling units based on automatic fault detection and diagnostics

Haidar Hosamo, Paul Ragnar Svennevig, Kjeld Svidt et al. · Energy and Buildings · 2022 · 304 citations · Full text

, , +17

<i>Review Article</i> : Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems—A Review, Part II

Srinivas Katipamula, Michael R. Brambley · HVAC&R Research · 2005 · 298 citations

, , +17

1–5 of 205

Authors

674

  1. SK
    Srinivas Katipamula

    Pacific Northwest National Laboratory, United States

    5 publications · 1.3K citations

    5

    h-index

  2. JE
    James E. Braun

    Purdue University West Lafayette, United States

    5 publications · 280 citations

    5

    h-index

  3. MR
    Michael R. Brambley

    Pacific Northwest National Laboratory, United States

    4 publications · 1.3K citations

    4

    h-index

  4. XJ
    Xin Jin

    National Laboratory of the Rockies, United States

    3 publications · 84 citations

    3

    h-index

  5. RG
    Robert G. Pratt

    Mississippi State University, United States

    3 publications · 96 citations

    3

    h-index

1–5 of 674

Institutions

283

  1. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    5 h-index

    13 publications

    722 citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    7 publications

    471 citations

  3. University of Strathclyde

    Glasgow, United Kingdom

    4 h-index

    10 publications

    1.7K citations

  4. National Laboratory of the Rockies

    Golden, United States

    4 h-index

    13 publications

    431 citations

  5. University College Cork

    Cork, Ireland

    3 h-index

    8 publications

    386 citations

  6. Halmstad University

    Halmstad, Sweden

    3 h-index

    5 publications

    288 citations

  7. University of Nebraska–Lincoln

    Lincoln, United States

    3 h-index

    7 publications

    237 citations

  8. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    3 publications

    208 citations

1–8 of 283

Venues

  1. Energy and Buildings

    12 publications · 685 citations

    10

    h-index

  2. HVAC&R Research

    8 publications · 1.5K citations

    8

    h-index

  3. IEEE Access

    5 publications · 243 citations

    5

    h-index

  4. Measurement

    4 publications · 184 citations

    4

    h-index

  5. Expert Systems with Applications

    4 publications · 143 citations

    4

    h-index

1–5