Fault isolation with principal components structured models for a gas turbine

Proceedings of the American Control Conference

Volumn , Issue , 2008, Pages 4268-4273

  Mina, J ^a   Verde, C ^a   Sanchez Parra M ^b   Ortega, Fabián ^a  

^a UNIVERSIDAD NACIONAL AUTÓNOMA DE MÉXICO   (Mexico)

^b INSTITUTO DE INVESTIGACIONES ELÉCTRICAS   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

CHLORINE COMPOUNDS; COMBINED CYCLE POWER PLANTS; DIFFERENCE EQUATIONS; DIFFERENTIAL EQUATIONS; DIFFERENTIATION (CALCULUS); ELECTRIC GENERATORS; ELECTRIC POWER PLANTS; ENGINES; FINANCIAL DATA PROCESSING; GAS TURBINE POWER PLANTS; GAS TURBINES; GASES; INDUSTRIAL ENGINEERING; LABELING; LABELS; LARGE SCALE SYSTEMS; LINEAR EQUATIONS; PHOTOMASKS; POWER PLANTS; STANDARDIZATION; STRUCTURAL ANALYSIS; SYSTEMS ENGINEERING; TURBINES; TURBOMACHINERY;

COMBINED-CYCLE POWER PLANT; DATA DRIVEN; DATA-DRIVEN METHODS; DYNAMIC PRINCIPAL COMPONENT ANALYSIS; DYNAMICAL MODELING; FAULT ISOLATION; HISTORICAL DATA; ISOLATION SYSTEMS; NON-LINEAR; PARAMETERIZED MODELING; PRINCIPAL COMPONENTS; STRUCTURED RESIDUALS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 52449086100     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACC.2008.4587164     Document Type: Conference Paper

References (15)

1. C. De Persis and A. Isidori, "A Geometric Approach to Nonlinear Fault Detection and Isolation," IEEE Transactions on Automatic Control, vol. 46, pp. 853-865, June 2001.
2. D. Düstegör, E. Frisk, V. Cocquempot, M. Krysander, and M. Staroswiecki, "Structural Analysis of Fault Isolability in the DAMADICS Benchmark," Control Engineering Practice, vol. 14, no. 6, pp. 597-608, 2006.
3. M. Massoumnia, G. Verghese, and A. Willsky, "Fault Detection and Identification," IEEE Transactions on Automatic Control, vol. 34, pp. 316-321, March 1989.
4. M. Blanke, M. Kinnaert, J. Lunze, and M. Staroswiecki, Diagnosis and Fault Tolerant Control. Berlin: Springer Verlag, 2003.
5. S. Gentil, J. Montmain, and C. Combastel, "Combining FDI and AI Approches within Causal Model Based Diagnosis," IEEE Transactions on Systems Man and Cybernetics, vol. 34, no. 5, pp. 2207-2221, 2004.
6. L. H. Chiang, E. L. Russell, and R. D. Braatz, Fault Detection and Diagnosis in Industrial Systems. London: Advanced Textbooks in Control and Signal Processing, Springer-Verlag, 2001.
7. A. Raich and A. Çinar, "Statistical Process Monitoring and Disturbance Diagnosis in Multivariable Continuous Processes," AIChE Journal, vol. 42, pp. 995-1009, April 1996.
8. C. Verde and J. Mina, "Aislamiento de Fallas con Modelos Estructurados de Componentes Principales," in Proceedings of the Congreso Anual de la Asociación de México de Control Automático, AMCA'07, (Monterrey, N. L., México), 24-26 Octubre 2007.
9. T. Lorentzen, M. Blanke, and H. Niemann, "Structural Analysis. A Case Study of the Romer Satellite," in Proceedings of the 5th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS'03, (Washington, USA), pp. 187-192, June 2003.
10. E. Frisk and J. Åslund, "Lowering Orders of Derivatives in Non-Linear Residual Generation using Realization Theory," Automatica, vol. 41, pp. 1799-1807, October 2005.
11. M. Staroswiecki and G. Comtet-Varga, "Analytical Redundancy Relations for Fault Detection and Isolation in Algebraic Dynamic Systems," Automatica, vol. 37, pp. 687-699, May 2001.
12. J. Gertler and J. Cao, "Design of Optimal Structured Residuals from Partial Principal Component Models for Fault Diagnosis in Linear Systems," Journal of Process Control, vol. 15, pp. 585-603, August 2005.
13. J. Mina and C. Verde, "Fault Detection for MIMO Systems Integrating Multivariate Statistical Analysis and Identification Methods," in Proceedings of the American Control Conference, ACC'07, (New York, USA), pp. 3234-3239, 11-13 July 2007.
14. M. A. Delgadillo and J. E. Fuentes, "Dynamic Modeling of a Gas Turbine in a Combined Cycle Power Plant," tech. rep., Instituto de Investigaciones Eléctricas, Document 5117 (in Spanish), Cuernavaca, México, 1996.
15. M. Sanchez-Parra and C. Verde, "Structural Analysis for Sensor Fault Detection in Combined Cycle Power Plant Units," in Proceedings of the International Conference on Dynamics, Instrumentation and Control, CDIC'06, (Querétaro, México), 13-16 August 2006.