Concepedia

Knowledge-based Fault Detection

Knowledge-Based Fault Detection is a fault detection method that relies on domain-specific knowledge, such as logical rules, expert systems, or qualitative models, to identify anomalies by reasoning about system behavior rather than purely data-driven or statistical analysis.

270

Publications

16.5K

Citations

890

Authors

307

Institutions

Publications per year

2017–2026

102

Parents

Publications

270

Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy

Paul M. Frank · Automatica · 1990 · 3.5K citations

, , +16

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

From Model, Signal to Knowledge: A Data-Driven Perspective of Fault Detection and Diagnosis

Xuewu Dai, Zhiwei Gao · IEEE Transactions on Industrial Informatics · 2013 · 718 citations

, , +17

Fault detection and isolation on a PWM inverter by knowledge-based model

R. Peuget, S. Courtine, J.P. Rognon · IEEE Transactions on Industry Applications · 1998 · 374 citations

, , +16

Fault detection and isolation on a PWM inverter by knowledge-based model

R. Peuget, S. Courtine, J.P. Rognon · 2002 · 304 citations

, , +16

1–5 of 270

Authors

890

  1. RI
    Rolf Isermann

    Technische Universität Darmstadt, Germany

    7 publications · 407 citations

    7

    h-index

  2. RJ
    Ron J. Patton

    University of Hull, United Kingdom

    3 publications · 148 citations

    3

    h-index

  3. CL
    C.-C. Liu

    University of Washington, United States

    3 publications · 98 citations

    3

    h-index

  4. MT
    Men‐Shen Tsai

    National Taipei University of Technology, Taiwan

    3 publications · 98 citations

    3

    h-index

  5. BF
    B. Freyermuth

    Technische Universität Darmstadt, Germany

    3 publications · 181 citations

    3

    h-index

1–5 of 890

Institutions

307

  1. Xi'an Jiaotong University

    Xi'an, China

    7 h-index

    29 publications

    2K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    6 h-index

    18 publications

    693 citations

  3. Technische Universität Darmstadt

    Darmstadt, Germany

    6 h-index

    9 publications

    575 citations

  4. Zhejiang University

    Hangzhou, China

    6 h-index

    29 publications

    966 citations

  5. The University of Tokyo

    Tokyo, Japan

    5 h-index

    11 publications

    942 citations

  6. University of Manchester

    Manchester, United Kingdom

    5 h-index

    8 publications

    273 citations

  7. South China University of Technology

    Guangzhou, China

    5 h-index

    20 publications

    1.6K citations

  8. Harbin Institute of Technology

    Harbin, China

    4 h-index

    8 publications

    1.1K citations

1–8 of 307

Venues

  1. IFAC Proceedings Volumes

    8 publications · 209 citations

    8

    h-index

  2. Expert Systems with Applications

    9 publications · 326 citations

    8

    h-index

  3. IEEE Transactions on Power Systems

    7 publications · 348 citations

    7

    h-index

  4. IEEE Transactions on Power Delivery

    7 publications · 503 citations

    7

    h-index

  5. Expert Systems

    6 publications · 220 citations

    6

    h-index

1–5