Concepedia

Residual-based Fault Detection

Residual-Based Fault Detection is a diagnostic method in HVAC system analysis that belongs to the class of model-based fault detection techniques, differentiating itself by identifying faults through the analysis of residuals generated from discrepancies between measured system outputs and those predicted by a mathematical model of normal operation.

180

Publications

10.1K

Citations

456

Authors

234

Institutions

Publications per year

2017–2026

67

Parents

Publications

180

Survey of robust residual generation and evaluation methods in observer-based fault detection systems

P.M. Frank, X. Ding · Journal of Process Control · 1997 · 1.2K citations

, , +15

Deep residual network based fault detection and diagnosis of photovoltaic arrays using current-voltage curves and ambient conditions

Zhicong Chen, Yixiang Chen, Lijun Wu et al. · Energy Conversion and Management · 2019 · 338 citations

, , +17

Enhancement of robustness in observer-based fault detection†

Paul M. Frank · International Journal of Control · 1994 · 332 citations

, , +16

Physics-Informed Residual Network (PIResNet) for rolling element bearing fault diagnostics

Qing Ni, Jinchen Ji, Benjamin Halkon et al. · Mechanical Systems and Signal Processing · 2023 · 300 citations · Full text

, , +13

A Statistical, Rule-Based Fault Detection and Diagnostic Method for Vapor Compression Air Conditioners

Todd Rossi, James E. Braun · HVAC&R Research · 1997 · 224 citations

, , +16

1–5 of 180

Authors

456

  1. SX
    Steven X. Ding

    University of Duisburg-Essen, Germany

    9 publications · 576 citations

    9

    h-index

  2. EF
    Erik Frisk

    Linköping University, Sweden

    6 publications · 229 citations

    6

    h-index

  3. PF
    P.M. Frank

    University of Duisburg-Essen, Germany

    5 publications · 1.6K citations

    5

    h-index

  4. MN
    Mattias Nyberg

    Linköping University, Sweden

    5 publications · 230 citations

    5

    h-index

  5. MZ
    Maiying Zhong

    Shandong University of Science and Technology, China

    4 publications · 388 citations

    4

    h-index

1–5 of 456

Institutions

234

  1. University of Duisburg-Essen

    Essen, Germany

    12 h-index

    17 publications

    1.1K citations

  2. Harbin Institute of Technology

    Harbin, China

    9 h-index

    21 publications

    1.4K citations

  3. Linköping University

    Linköping, Sweden

    8 h-index

    16 publications

    704 citations

  4. Tsinghua University

    Beijing, China

    6 h-index

    13 publications

    994 citations

  5. Technical University of Denmark

    Kongens Lyngby, Denmark

    5 h-index

    6 publications

    226 citations

  6. Peking University

    Beijing, China

    4 h-index

    5 publications

    439 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    12 publications

    917 citations

  8. Universitat Politècnica de Catalunya

    Barcelona, Spain

    4 h-index

    12 publications

    416 citations

1–8 of 234

Venues

  1. IEEE Transactions on Automatic Control

    7 publications · 405 citations

    7

    h-index

  2. IFAC Proceedings Volumes

    7 publications · 235 citations

    7

    h-index

  3. International Journal of Control

    7 publications · 538 citations

    7

    h-index

  4. IEEE Transactions on Power Systems

    5 publications · 298 citations

    5

    h-index

  5. IFAC-PapersOnLine

    5 publications · 60 citations

    5

    h-index

1–5