A Pareto-based genetic algorithm search approach to handle damped natural frequency constraints in turbo generator rotor system design

Journal of Engineering for Gas Turbines and Power

Volumn 126, Issue 3, 2004, Pages 619-625

  Angantyr, Anders ^a   Aidanpää, Jan Olov ^a  

^a LULEÅ UNIVERSITY OF TECHNOLOGY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

DAMPING; ELECTRIC GENERATORS; GENETIC ALGORITHMS; NATURAL FREQUENCIES; OPTIMIZATION;

DAMPED NATURAL FREQUENCIES; FEASIBLE DESIGN; OPTIMIZATION PROBLEMS; TURBO GENERATOR ROTOR SYSTEMS;

ROTORS;

DAMPING; DESIGN; GENETIC ALGORITHM; TURBOMACHINERY;

EID: 13644250786     PISSN: 07424795     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.1760529     Document Type: Article

References (23)

1. Andersson, J., 2001, "Multiobjective Optimization in Engineering Design," Ph.D. thesis No. 675, Linköping University, Linköping.
2. Chen, T. Y., and Wang, B. P., 1993, "Optimum Design of Rotor-Bearing Systems With Eigenvalue Constraits," ASME J. Eng. Gas Turbines Power, 115, pp. 256-260.
3. Lee, D. S., and Choi, D. H., 2000, "Reduced Weight Design of a Flexible Rotor With Ball Bearing Stiffness Characteristics Varying With Rotational Speed and Load," ASME J. Vibr. Acoust., 122, pp. 203-208.
4. Shiau, T. N., and Chang, J. R., 1993, "Multi-Objective Optimization of Rotor-Bearing System With Critical Speed Constraits," ASME J. Eng. Gas Turbines Power, 115, pp. 246-255.
5. Shiau, T. N., Kuo, C. P., and Hwang, J. R., 1994, "Multiobjective Optimization of a Flexible Rotor in Magnetic Bearings With Critical Speeds and Control Current Constraints," Proc. of the International Gas Turbine Aeroengine Congress and Exposition, ASME, New York, pp. 1-13.
6. Choi, B. K., and Yang, B. S., 2000, "Optimum Shape Design of Rotor Shafts Using Genetic Algorithm," ASME J. Vib., Acoust., Stress, Reliab. Des., 6, pp. 207-222.
7. Choi, B. K., and Yang, B. S., 2001, "Multiobjective Optimum Design of Rotor-Bearing Systems With Dynamic Constraints Using Immune-Genetic Algorithm," ASME J. Eng. Gas Turbines Power, 123, pp. 78-81.
8. Choi, B. K., and Yang, B. S., 2001, "Optimal Design of Rotor-Bearing Systems Using Immune-Genetic Algorithm," ASME J. Vibr. Acoust., 123, pp. 398-401.
9. Goldberg, D. E., 1989, Genetic Algorithms in Search, Optimisation and Machine Learning, Addison-Wesley, Reading, MA.
10. Gen, M., and Cheng, R., 2000, Genetic Algorithms & Engineering Optimization, John Wiley and Sons, New York.
11. Andersson, J., 2000, "A Survey of Multiobjective Optimization in Engineering Design," Technical Report No. LiTH-IKP-R-1097, Linköping University, Linköping.
12. Fonseca, C M., and Fleming, P. J., 1995, "An Overview of Evolutionary Algorithms in Multiobjective Optimization," Evol. Comput., 3, pp. 1-18.
13. Gen. M., and Cheng, R., 1996, "A Survey of Penalty Techniques in Genetic Algorithms," Proc. of the IEEE International Conference on Evolutionary Computation, IEEE, Piscataway, NJ, pp. 804-809.
14. Richardson, J. T., Palmer, M. R., Liepins, G., and Hilliard, M., 1989, "Some Guidelines for Genetic Algorithms With Penalty Functions," Proc. of the 3rd International Conference on Genetic Algorithms, Morgan Kaufmann Publishers, San Francisco, pp. 191-197.
15. Coello Coello, Carlos A., 1999, "A Survey of Constraint Handling Techniques Used With Evolutionary Algorithms," Technical Report Lania-RI-99-04, Laboratorio Nacional de Informática Avanzada, Xalapa.
16. Michalewicz, Z., 1995, "A Survey of Constraint Handling Techniques in Evolutionary Computation Methods," Proc. of the 4th Annual Conference on Evolutionary Programming, MIT Press, Cambridge, MA, pp. 135-155.
17. Fonseca, C. M., and Fleming, P. J., 1995, "Multiobjective Optimization and Multiple Constraint Handling With Evolutionary Algorithms I: A Unified Formulation," Research Report 564, University of Sheffield, Sheffield, UK.
18. Rajan, M., Rajan, S. D., Nelson, H. D., and Chen, W. J., 1987, "Optimal Placement of Critical Speeds in Rotor-Bearing Systems," ASME J. Vib., Acoust., Stress, Reliab. Des., 109, pp. 152-157.
19. Lund, J. W., 1974, "Stability and Damped Critical Speeds of a Flexible Rotor in Fluid-Film Bearings," J. Eng. Ind., 96, pp. 509-517.
20. Mühlenbein, H., and Schlierkamp-Voosen, D., 1993, "Predictive Models for the Breeder Genetic Algorithm: I. Continuous Parameter Optimization," Evol. Comput., 1, pp. 25-49.
21. Pohlheim, H., 1998, "Development and Engineering Application of Evolutionary Algorithms," Ph.D. Thesis, Technical University Ilmenau, Ilmenau.
22. Deb, K., 2002, Multi-Objective Optimization using Evolutionary Algorithms, John Wiley and Sons, London.
23. Fonseca, C. M., and Fleming, P. J., 1993, "Genetic Algorithms for Multiobjective Optimization: Formulation, Discussion and Generalization," Proc. of the 5th International Conference on Genetic Algorithms, Morgan Kaufmann Publishers, San Francisco, pp. 416-423.