Multi-Objective Optimization of Stacking Sequences for Laminated Composite Beams by Genetic Algorithm

Article Preview

Abstract:

In this study, multi-objective optimization of stacking sequences for laminated composite composite beams is studied for simply supported boundary conditions. A unified three-degrees-of-freedom shear deformable beam theory is used for analytical solution and genetic algorithm is used as optimization technique. By use of two different parameters such as the deflection and frequency together in a pre-defined fitness function, optimization process is carried out in order to maximize the fitness function. Initially, the deflection, frequency, fitness function values and corresponding stacking sequences are presented for various number of layers and increment of fiber orientation angle. The variation of the fitness function with respect to deflection and frequency depending on the number of generations are presented.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

89-94

Citation:

Online since:

January 2015

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2015 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] M. Walker, R.E. Smith: Composite Structures, Vol. 62 (2003), p.123.

Google Scholar

[2] P. Badalló, D. Trias, L. Marín, J.A. Mayugo: Composites: Part B, Vol. 47 (2013), p.130.

Google Scholar

[3] B. Paluch, M. Gre´diac, A. Faye: Composite Structures, Vol. 83 (2008), p.284.

Google Scholar

[4] N. Kumar, T.R. Tauchert: Trans ASME Vol. 5 (1992), p.114.

Google Scholar

[5] M. Walker, T. Reiss, S. Adali: Composite Structures, Vol. 39 (1997), p.337.

Google Scholar

[6] H.P. Chen, R. Karunaratne in: International SAMPE Symposium and Exhibition: [Proceedings], Vol. 47 (2002), p.1402.

Google Scholar

[7] M. Walker, M. Wilson in: Proceedings of the 2nd South African Conference on Applied Mechanics, Vol. 2 (1997), p.1115.

Google Scholar

[8] F. Karaçam, T. Tımarcı: Materials, Methods & Technologies, Vol. 7 Part 1 (2013), p.195.

Google Scholar

[9] F. Karaçam: MSc. Thesis (In Turkish), Trakya University, Edirne, (2005).

Google Scholar

[10] K.P. Soldatos, T. Tımarcı: Composite Structures, Vol. 25 (1993), p.165.

Google Scholar

[11] T. Tımarcı, K.P. Soldatos: Journal of Sound and Vibration, Vol. 187 (1995), p.609.

Google Scholar

[12] F. Karaçam: PhD. Thesis (In Turkish), Trakya University, Edirne, (2013).

Google Scholar

[13] D. Goldberg: Genetic Algorithms in Search, Optimization and Machine Learning, Addison Wesley (1989).

Google Scholar

[14] C.A.C. Coello, G.B. Lamont, D.A. Van Veldhuizen: Evolutionary algorithms for solving multi-objective problems, Springer, New York, Second Edition (2007).

DOI: 10.1007/978-1-4757-5184-0

Google Scholar

[15] F. Karaçam, T. Tımarcı in: XVII. National Conference of Mechanics (In Turkish), [Proceedings] (2011), p.432.

Google Scholar