An efficient component map generation method for prediction of gas turbine performance

Proceedings of the ASME Turbo Expo

Volumn 6, Issue , 2014, Pages

  Tsoutsanis, Elias ^a   Meskin, Nader ^a   Benammar, Mohieddine ^a   Khorasani, Khashayar ^b  

^a Qatar University   (Qatar)

^b Dept of Electrical and Computer Engineering   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPRESSORS; CURVE FITTING; ENGINES; ENVIRONMENTAL REGULATIONS; ENVIRONMENTAL TECHNOLOGY; FORECASTING; GAS COMPRESSORS; GASES; IMAGE MATCHING; MANUFACTURE; MATLAB; MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION; TURBINE COMPONENTS;

COMPUTATIONALLY EFFICIENT; DIAGNOSIS AND PROGNOSIS; GAS TURBINE PERFORMANCE; MODEL-BASED DIAGNOSTICS; OBJECT-ORIENTED MATLABS; PROPRIETARY INFORMATION; RELIABILITY AND AVAILABILITY; STEADY STATE AND TRANSIENTS;

GAS TURBINES;

EID: 84922803412     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/GT2014-25753     Document Type: Conference Paper

References (19)

1. Saravanamuttoo, H., and MacIsaac, B., 1983. "Thermodynamic model for pipeline gas-turbine diagnostics". J. Eng. Gas Turbines Power, 105(4), October, pp. 875-884.
2. Zhy, P., and Saravanamuttoo, H., 1992. "Simulation of an advanced twin-spool industrial gas turbine". J. Eng. Gas Turbines Power, 114(2), April, pp. 180-186.
3. Kurkze, J., 1996. "How to get component maps for aircraft gas turbine performance calculations". In Proceedings, Vol. 1 of ASME Turbo Expo, Birmingham, UK. Paper 96-GT-164.
4. Miste, G. A., and Benini, E., 2012. "Improvements in offdesign aeroengine performance predictions using analytic compressor map interpolation". Int. J. Turbo Jet-Engines, 29(2), June, pp. 69-77.
5. Jones, G., Pilidis, P., and Curnock, B., 2002. "Extrapolation of compressor characteristics to the low-speed region for sub-idle performance modelling". In Proceedings, Vol. 2 of ASME Turbo Expo 2002: Power for Land, Sea, and Air, pp. 861-867. Paper No GT2002-30649.
6. Sethi, V., Doulgeris, G., Pilidis, P., Nind, A., Doussinault, M., and Cobas, P., 2013. "The map fitting tool methodology: gas turbine compressor off-design performance modeling". J. Turbomach., 135(6), September.
7. Kong, C., Ki, J., and Kang, M., 2003. "A New Scaling Method for Component Maps of Gas Turbine Using System Identification". J. Eng. Gas Turbines Power, 125(4), November, pp. 979-985.
8. Li, Y. G., Huang, K., Feng, X., Ghafir, M. F. A., Wang, L., and Singh, R., 2011. "Nonlinear Multiple Points Gas Turbine Off-Design Performance Adaptation Using a Genetic Algorithm". J. Eng. Gas Turbines Power, 133(7), March.
9. Kong, C., Kho, S., and Ki, J., 2004. "Component Map Generation of a Gas Turbine Using Genetic Algorithms". J. Eng. Gas Turbines Power, 128(1), March, pp. 92-96.
10. Drummond, C., and Davison, C., 2009. "Capturing the shape variance in gas turbine compressor maps". In Proceedings, Vol. 1 of ASME Turbo Expo 2009: Power for Land, Sea, and Air, pp. 177-186. Paper No GT2009-60141.
11. Sieros, G., Stamatis, A., and Mathioudakis, K., 1997. "Jet Engine Component Maps for Performance Modeling and Diagnosis". AIAA Journal of Propulsion and Power, 13(5), September, pp. 665-674.
12. Tsoutsanis, E., and Li., Y. G., Pilidis, P., and Newby, M., 2012. "Part-load performance of gas turbines: Part 1 a novel compressor map generation approach suitable for adaptive simulation". In Proceedings, Vol. 1 of ASME 2012 Gas Turbine India Conference, pp. 733-742. Paper No GTINDIA2012-9580.
13. Tsoutsanis, E., and Li., Y. G., Pilidis, P., and Newby, M., 2012. "Part-load performance of gas turbines: Part 2 multipoint adaptation with compressor map generation and ga optimization". In Proceedings, Vol. 1 of ASME 2012 Gas Turbine India Conference, pp. 743-751. Paper No GTINDIA2012-9581.
14. Yu, Y., Chen, L., Sun, F., and Wu, C., 2007. "Neural-network based analysis and prediction of a compressor's characteristic performance map". Applied Energy, 81(1), January, pp. 48-55.
15. Ghorbanian, K., and Gholamrezaei, M., 2009. "An artificial neural network approach to compressor performance prediction". Applied Energy, 86(7), July, pp. 1210-1221.
16. PROOSIS, 2013. Propulsion Object-Oriented Simulation Software, 5.2 ed. Empresarios Agrupados, A.I.E. (EA), Madrid. See also URL http://www.proosis.com/.
17. Tsoutsanis, E., Meskin, N., Benammar, M., and Khorasani, K., 2013. "Dynamic performance simulation of an aeroderivative gas turbine using the matlab simulink environment". In Proceedings, Vol. 4 of ASME 2013 International Mechanical Engineering Congress and Exposition.
18. Klapproth, J., Miller, M., and Parker, D., 1979. "Aerodynamic development and performance of the cf6-6/lm2500 compressor". In Proceedings, Vol. 1 of 4th International Symposium on Air Breathing Engines.
19. Zachos, P., Aslanidou, I., Pachidis, V., and Singh, R., 2011. "A sub-idle compressor characteristic generation method with enhanced physical background". J. Eng. Gas Turbines Power, 133(8), April.