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Optimal lay-up of hybrid composite beams, plates and shells using cellular genetic algorithm

  • Rajasekaran, S. (Department of Civil Engineering, PSG College of Technology) ;
  • Nalinaa, K. (Department of Civil Engineering, PSG College of Technology) ;
  • Greeshma, S. (Department of Civil Engineering, PSG College of Technology) ;
  • Poornima, N.S. (Department of Civil Engineering, PSG College of Technology) ;
  • Kumar, V. Vinoop (Department of Civil Engineering, PSG College of Technology)
  • Received : 2002.12.03
  • Accepted : 2003.07.28
  • Published : 2003.11.25

Abstract

Laminated composite structures find wide range of applications in many branches of technology. They are much suited for weight sensitive structures (like aircraft) where thinner and lighter members made of advanced fiber reinforced composite materials are used. The orientations of fiber direction in layers and number of layers and the thickness of the layers as well as material of composites play a major role in determining the strength and stiffness. Thus the basic design problem is to determine the optimum stacking sequence in terms of laminate thickness, material and fiber orientation. In this paper, a new optimization technique called Cellular Automata (CA) has been combined with Genetic Algorithm (GA) to develop a different search and optimization algorithm, known as Cellular Genetic Algorithm (CGA), which considers the laminate thickness, angle of fiber orientation and the fiber material as discrete variables. This CGA has been successfully applied to obtain the optimal fiber orientation, thickness and material lay-up for multi-layered composite hybrid beams plates and shells subjected to static buckling and dynamic constraints.

Keywords

References

  1. Goldberg, D.E. (1989), Genetic Algorithm in Search Optimization and Machine Learning, Addison-Wesley Publishing Company Inc., Reading Massachusetts.
  2. Holland, J.H. (1975), Adaptation on Natural and Artificial System, University of Michigan Press, Ann Arbor, Michigan, USA.
  3. Kaw, A.K. (1997), Mechanics of Composite Materials, CRC Press, USA.
  4. Lee, J. and Kim, S.E. (2001), "Flexural - torsional buckling of thin-walled I section composites", Comput. Struct., 79, 987-995. https://doi.org/10.1016/S0045-7949(00)00195-4
  5. Lee, J. and Kim, S.E. (2002), "Flexural - torsional coupled vibration of thin-walled composite beams with channel section", Comput. Struct., 80, 133-144. https://doi.org/10.1016/S0045-7949(01)00171-7
  6. Rajeev, S. and Krishnamoorthy, C.S. (1992), "Discrete optimization of structure using genetic algorithms", J. Struct. Engg., ASCE, 118(5), 1233-1250. https://doi.org/10.1061/(ASCE)0733-9445(1992)118:5(1233)
  7. Reddy, J.N. (2001), Mechanics of Laminated Composite Plates - Theory and Analysis, CRC press., USA.
  8. Srinivas, S.A.S. (1997), "Genetic algorithm to optimal lay-up in thin composite panels", ME Thesis, Bharathiar University, Coimbatore.
  9. Ulam, S. (1974), Some Ideas and Prospects in Biomathematics, Ann. Rev. Bio, 255.
  10. Yao, A. and Xiao, F. (1987), "Free vibration analysis of an orthotropic circular cylindrical shell of laminated composites", 1, Analysis and Design Studies, Elsevier Applied Science, 1.502-508.