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DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION

Year 2013, Volume: 14 Issue: 2, 183 - 190, 28.10.2013

Abstract

This work aims at comparing the predictions obtained from various mathematical tools including genetic algorithm (GA), real valued particle swarm optimization (PSOC) and discrete particle swarm optimization (PSOD) for buckling of composite cylindrical shells subjected to uniaxial compressive load. Fiber orientation (stacking sequence) was considered as a design variable, while the number of plies is considered constant. The accuracy of the predictions was compared and ranked based on statistical significance of the findings. Results suggest that both GA and PSOD is able to produce high quality solutions to the design problem, while the designs produced by PSOD is found to be statistically better than those found by GA.

References

  • B. Geier, M. Piening, R. Zimmermann on The Influence of Laminate Stacking on Buckling of Composite Cylindrical Shells Subjected Uniaxial Compression. Composite Structures. 55, 467-474, 2002
  • A. T. Seyhan, G. Tayfur, M. Karakurt, M. Tanoglu. Artificial Neural Network (ANN) Prediction of Compressive Strength of VARTM Processed Polymer Composites. Computational Materials Science. 34 99-105, 2005
  • Z. Kolakowski , On Some Aspects of The Modified TSAI-WU Criterion in Thin- Walled Composite Structures. Thin walled Structures. 41 357-374, 2003
  • J. H. Holland, Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor, 1975.
  • R.H. Lopez, M.A. Luersen, and J.E. Souza, “Optimization of Hybrid Laminated Composites using a Genetic Algorithm, “Journal of The Brazilian Society of Mechanical Sciences and Engineering, Vol. 21, No: 3, 269-278, 2009
  • J. Kennedy, and R.C. Eberhart, “Particle swarm optimization,” in: Proceedings of the 1995 IEEE International Conference on Neural Networks, 1942–1948, 1995.
  • J. Kennedy, “The particle swarm: Social adaptation of knowledge,” in: Proceedings of the 1997 International Conference on Evolutionary Computation, Indianapolis, IN, 1997, 303–308, 1997.
  • J. Kennedy, and R.C. Eberhart, Swarm Intelligence, Morgan Kaufmann Publishers, San Francisco, 2001.
  • M. Clerc, and J. Kennedy, “The Particle Swarm—explosion, Stability, and Convergence in A Multidimensional Complex Space,” IEEE Transactions on Evolutionary Computation vol. 6. 58–73, 2002.

TEK EKSENLİ BASINÇ ALTINDA BÜKÜLME DAVRANIŞI GÖSTEREN KOMPOZİT SİLİNDİRLERİN TASARIMI VE OPTİMİZASYONU

Year 2013, Volume: 14 Issue: 2, 183 - 190, 28.10.2013

Abstract

References

  • B. Geier, M. Piening, R. Zimmermann on The Influence of Laminate Stacking on Buckling of Composite Cylindrical Shells Subjected Uniaxial Compression. Composite Structures. 55, 467-474, 2002
  • A. T. Seyhan, G. Tayfur, M. Karakurt, M. Tanoglu. Artificial Neural Network (ANN) Prediction of Compressive Strength of VARTM Processed Polymer Composites. Computational Materials Science. 34 99-105, 2005
  • Z. Kolakowski , On Some Aspects of The Modified TSAI-WU Criterion in Thin- Walled Composite Structures. Thin walled Structures. 41 357-374, 2003
  • J. H. Holland, Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor, 1975.
  • R.H. Lopez, M.A. Luersen, and J.E. Souza, “Optimization of Hybrid Laminated Composites using a Genetic Algorithm, “Journal of The Brazilian Society of Mechanical Sciences and Engineering, Vol. 21, No: 3, 269-278, 2009
  • J. Kennedy, and R.C. Eberhart, “Particle swarm optimization,” in: Proceedings of the 1995 IEEE International Conference on Neural Networks, 1942–1948, 1995.
  • J. Kennedy, “The particle swarm: Social adaptation of knowledge,” in: Proceedings of the 1997 International Conference on Evolutionary Computation, Indianapolis, IN, 1997, 303–308, 1997.
  • J. Kennedy, and R.C. Eberhart, Swarm Intelligence, Morgan Kaufmann Publishers, San Francisco, 2001.
  • M. Clerc, and J. Kennedy, “The Particle Swarm—explosion, Stability, and Convergence in A Multidimensional Complex Space,” IEEE Transactions on Evolutionary Computation vol. 6. 58–73, 2002.
There are 9 citations in total.

Details

Primary Language English
Journal Section Articles
Authors

İlhan Kahraman This is me

Abdullah Seyhan This is me

Haluk Yapıcıoğlu

Publication Date October 28, 2013
Published in Issue Year 2013 Volume: 14 Issue: 2

Cite

APA Kahraman, İ., Seyhan, A., & Yapıcıoğlu, H. (2013). DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering, 14(2), 183-190.
AMA Kahraman İ, Seyhan A, Yapıcıoğlu H. DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION. AUJST-A. November 2013;14(2):183-190.
Chicago Kahraman, İlhan, Abdullah Seyhan, and Haluk Yapıcıoğlu. “DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 14, no. 2 (November 2013): 183-90.
EndNote Kahraman İ, Seyhan A, Yapıcıoğlu H (November 1, 2013) DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 14 2 183–190.
IEEE İ. Kahraman, A. Seyhan, and H. Yapıcıoğlu, “DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION”, AUJST-A, vol. 14, no. 2, pp. 183–190, 2013.
ISNAD Kahraman, İlhan et al. “DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 14/2 (November 2013), 183-190.
JAMA Kahraman İ, Seyhan A, Yapıcıoğlu H. DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION. AUJST-A. 2013;14:183–190.
MLA Kahraman, İlhan et al. “DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION”. Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering, vol. 14, no. 2, 2013, pp. 183-90.
Vancouver Kahraman İ, Seyhan A, Yapıcıoğlu H. DESIGN AND OPTIMIZATION OF STACKING SEQUENCE FOR BUCKLING OF COMPOSITE CYLINDRICAL SHELLS UNDER UNIAXIAL COMPRESSION. AUJST-A. 2013;14(2):183-90.