Model-based fault detection and isolation of a PWR nuclear power plant using neural networks

被引:0
|
作者
Far, Roozbeh Razavi [1 ]
Davilu, Hadi [1 ]
Lucas, Caro [2 ]
机构
[1] Amirkabir Univ Technol, Dept Nucl Engn, Tehran, Iran
[2] Univ Tehran, Ctr Excellence Control & Intelligent Proc, Dept Elect & Comp Engn, Tehran, Iran
来源
关键词
D O I
暂无
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
引用
收藏
页码:110 / 114
页数:5
相关论文
共 50 条
  • [21] Nonlinear Model-Based Fault Detection with Fuzzy Set Fault Isolation
    Castillo, Ivan
    Edgar, Thomas F.
    Dunia, Ricardo
    IECON 2010: 36TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2010,
  • [22] A Decentralized Model-Based Fault Detection and Isolation Scheme for MVDC Shipboard Power Systems
    Wang, Ting
    Liu, Wei
    Hao, Zhiguo
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2024, 10 (04): : 7804 - 7815
  • [23] Model-Based Fault Detection and Isolation in DC Microgrids Using Optimal Observers
    Wang, Ting
    Liang, Liliuyuan
    Gurumurthy, Sriram Karthik
    Ponci, Ferdinanda
    Monti, Antonello
    Yang, Zhiqing
    De Doncker, Rik W.
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2021, 9 (05) : 5613 - 5630
  • [24] Teaching Model-based Fault Detection and Isolation using a Virtual Laboratory Environment
    Sotomayor-Moriano, Javier
    Perez-Zuniga, Gustavo
    Soto, Mario
    Enciso, Luis
    IFAC PAPERSONLINE, 2020, 53 (02): : 17350 - 17355
  • [25] Improved PCA model for multiple fault detection, isolation and reconstruction of sensors in nuclear power plant
    Yu, Yue
    Peng, Min-jun
    Wang, Hang
    Ma, Zhan-guo
    Li, Wei
    ANNALS OF NUCLEAR ENERGY, 2020, 148 (148)
  • [26] A fault detection and isolation system using GMDH neural networks
    Korbicz, J
    Kus, J
    UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 952 - 957
  • [27] Sensor fault detection and isolation using artificial neural networks
    Perla, R
    Mukhopadhyay, S
    Samanta, AN
    TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, : D676 - D679
  • [28] Nuclear power plant fault diagnosis using neural networks with error estimation by series association
    Kim, K
    Bartlett, EB
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1996, 43 (04) : 2373 - 2388
  • [29] Optimal sensor placement for model-based fault detection and isolation
    Sarrate, Ramon
    Puig, Vicenc
    Escobet, Teresa
    Rosich, Albert
    PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 2723 - 2728
  • [30] Statistical and causal model-based approaches to fault detection and isolation
    Yoon, S
    MacGregor, JF
    AICHE JOURNAL, 2000, 46 (09) : 1813 - 1824