메뉴 건너뛰기




Volumn 49, Issue , 2012, Pages 131-142

ANN based Sensor Faults Detection, Isolation, and Reading Estimates - SFDIRE: Applied in a nuclear process

Author keywords

ANN Artificial Neural Networks; Backpropagation algorithm; ETRR 2; Feedforward; Hidden layer; SFDIRE

Indexed keywords

COMPLEX PROCESSES; EGYPTIANS; ETRR-2; FAULTY SENSOR; FEED-FORWARD; FEED-FORWARD NETWORK; HIDDEN LAYERS; LUMPED PARAMETER; MEASURED SIGNALS; MODEL-BASED OPC; MONITORING SYSTEM; NUCLEAR PROCESS; OUTPUT SIGNAL; REAL SIGNALS; SENSOR FAULT; SFDIRE; THERMAL HYDRAULICS;

EID: 84864756811     PISSN: 03064549     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.anucene.2012.06.003     Document Type: Article
Times cited : (22)

References (17)
  • 1
    • 84865722065 scopus 로고    scopus 로고
    • Loss of flow incident Simulation and measurements in the MPR
    • San Carlos de Bariloche, ARGENTINA
    • Alicia, Hesham, 1999. Loss of flow incident Simulation and measurements in the MPR. In: 7th Meeting of the International Group on Research Reactors, San Carlos de Bariloche, ARGENTINA.
    • (1999) 7th Meeting of the International Group on Research Reactors
    • Hesham, A.1
  • 4
    • 0036643024 scopus 로고    scopus 로고
    • Lumped parameters analysis of coupled kinetics and thermal-hydraulics for small reactors
    • Christos Lumped parameters analysis of coupled kinetics and thermal-hydraulics for small reactors Ann. Nucl. Energy 29 2002 1315 1325
    • (2002) Ann. Nucl. Energy , vol.29 , pp. 1315-1325
    • Christos1
  • 5
    • 50049115897 scopus 로고    scopus 로고
    • A neuro-fuzzy multiple-model observer approach to robust fault diagnosis based on the DAMADICS benchmark problem
    • Elsevier
    • Faisel, Ron, M., 2005. A neuro-fuzzy multiple-model observer approach to robust fault diagnosis based on the DAMADICS benchmark problem. Control Engineering Practice. Elsevier.
    • (2005) Control Engineering Practice
    • Faisel1    Ron, M.2
  • 6
    • 84865757079 scopus 로고    scopus 로고
    • Thermal-hydraulic modeling of reactivity accident in MTR reactors
    • in press
    • Hany, Talal, Salah, Thermal-hydraulic modeling of reactivity accident in MTR reactors. Ann. Nucl Energy. in press.
    • Ann. Nucl Energy.
    • Hany1    Talal2    Salah3
  • 7
    • 14044252742 scopus 로고    scopus 로고
    • One-class support vector machines - An application in machine fault detection and classification
    • Hyun, Dong, and Sung One-class support vector machines - an application in machine fault detection and classification Comput Ind. Eng. 2005 395 408
    • (2005) Comput Ind. Eng. , pp. 395-408
    • Hyun1    Dong2    Sung3
  • 11
    • 84865766701 scopus 로고    scopus 로고
    • Multilayer Network and Backpropagation Training
    • The Mathworks, Inc.. (Chapter 2)
    • Mark, Martin, Howard, 2011. Multilayer Network and Backpropagation Training. In: Matlab Neural Network toolbox 7 user's Guide manual. The Mathworks, Inc., pp. 16-23. (Chapter 2).
    • (2011) Matlab Neural Network Toolbox 7 User's Guide Manual , pp. 16-23
    • Mark1    Martin2    Howard3
  • 12
    • 33845284850 scopus 로고    scopus 로고
    • The study of fault tolerant systems design using complete Evolution Hardware
    • B. Pala The study of fault tolerant systems design using complete Evolution Hardware Granul. Comput. IEEE Int. Conf. 2 2005 642 645
    • (2005) Granul. Comput. IEEE Int. Conf. , vol.2 , pp. 642-645
    • Pala, B.1
  • 14
    • 51749099593 scopus 로고    scopus 로고
    • Faults Detection and Isolation Based on Neural Networks Applied to a Levels Control System
    • Raphaela, Fernandes, Diego, Luiz, Adrião, 2007. Faults Detection and Isolation Based On Neural Networks Applied to a Levels Control System. In: International Joint Conference on Neural Networks IJCNN, pp. 1859-1864.
    • (2007) International Joint Conference on Neural Networks IJCNN , pp. 1859-1864
    • Fernandes, R.1    Luiz, D.2    Adrião3
  • 15
    • 77951140064 scopus 로고
    • Faults Diagnosis in nonlinear dynamic systems via Neural Networks
    • IEE
    • Ron, J.C., T.M., 1994. Faults Diagnosis in nonlinear dynamic systems via Neural Networks. In: CONTROL 94 Conference Publication, 389, IEE, 21-24.
    • (1994) CONTROL 94 Conference Publication , vol.389 , pp. 21-24
    • Ron, J.C.1
  • 16
    • 0029535910 scopus 로고
    • Model-based methods for fault diagnoses: Some guide-lines
    • J.C. Ron, and S.B. Model-based methods for fault diagnoses: some guide-lines Trans. Ins. Meas. Control 17/2 1995 73 82
    • (1995) Trans. Ins. Meas. Control , Issue.17 , pp. 73-82
    • Ron, J.C.1
  • 17
    • 0038739232 scopus 로고    scopus 로고
    • Increasing process safety using analytical redundancy
    • Stogan, Boris, Nenad, and Drago Increasing process safety using analytical redundancy Electrotech. Rev. 69/3-4 2002 240 246
    • (2002) Electrotech. Rev. , vol.69 , Issue.3-4 , pp. 240-246
    • Stogan1    Boris2    Nenad3    Drago4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.