Concepedia

Model-based Fault Diagnosis

Model-Based Fault Diagnosis is a diagnostic methodology that belongs to the class of fault detection and isolation techniques, distinguished by its reliance on a formal mathematical model of the system under scrutiny to generate residuals or analytical redundancies for identifying and isolating faults.

1.2K

Publications

59.5K

Citations

2.9K

Authors

928

Institutions

Publications per year

2017–2026

357

Parents

Publications

1.2K

Model-based fault-detection and diagnosis – status and applications

Rolf Isermann · Annual Reviews in Control · 2005 · 1.5K citations

, , +14

Model-Based Fault Detection and Diagnosis - Status and Applications

Rolf Isermann · IFAC Proceedings Volumes · 2004 · 1.3K citations

, , +12

Trends in the application of model-based fault detection and diagnosis of technical processes

Rolf Isermann, Peter Ballé · Control Engineering Practice · 1997 · 1.2K citations

, , +14

A Survey of Fault Diagnosis and Fault-Tolerant Techniques Part II: Fault Diagnosis with Knowledge-Based and Hybrid/Active Approaches

Zhiwei Gao, Carlo Cecati, Steven X. Ding · IEEE Transactions on Industrial Electronics · 2015 · 758 citations

, , +15

Failure diagnosis using discrete-event models

Meera Sampath, Raja Sengupta, Stéphane Lafortune et al. · IEEE Transactions on Control Systems Technology · 1996 · 722 citations

, , +15

1–5 of 1.2K

Authors

2.9K

  1. GB
    Gautam Biswas

    Vanderbilt University, United States

    18 publications · 577 citations

    16

    h-index

  2. RI
    Rolf Isermann

    Technische Universität Darmstadt, Germany

    20 publications · 4.9K citations

    16

    h-index

  3. EF
    Erik Frisk

    Linköping University, Sweden

    19 publications · 870 citations

    15

    h-index

  4. MK
    Mattias Krysander

    Linköping University, Sweden

    15 publications · 994 citations

    14

    h-index

  5. LT
    Louise Travé-Massuyès

    Laboratoire d'Analyse et d'Architecture des Systèmes, France

    15 publications · 724 citations

    13

    h-index

1–5 of 2.9K

Institutions

928

  1. Centre National de la Recherche Scientifique

    Paris, France

    22 h-index

    80 publications

    3.7K citations

  2. Linköping University

    Linköping, Sweden

    18 h-index

    55 publications

    3.3K citations

  3. Technische Universität Darmstadt

    Darmstadt, Germany

    17 h-index

    52 publications

    7.1K citations

  4. Delft University of Technology

    Delft, The Netherlands

    16 h-index

    56 publications

    2.9K citations

  5. Vanderbilt University

    Nashville, United States

    16 h-index

    50 publications

    1.6K citations

  6. Ames Research Center

    Mountain View, United States

    16 h-index

    34 publications

    1.3K citations

  7. Universitat Politècnica de Catalunya

    Barcelona, Spain

    15 h-index

    52 publications

    2.6K citations

  8. Concordia University

    Montreal, Canada

    14 h-index

    42 publications

    2.4K citations

1–8 of 928

Venues

  1. IFAC Proceedings Volumes

    47 publications · 3.2K citations

    22

    h-index

  2. IEEE Transactions on Control Systems Technology

    22 publications · 2.3K citations

    20

    h-index

  3. IEEE Transactions on Industrial Electronics

    19 publications · 2.8K citations

    19

    h-index

  4. Control Engineering Practice

    19 publications · 2.2K citations

    17

    h-index

  5. 17

    h-index

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