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Mathematical Problems in Engineering
Volume 2017, Article ID 5978375, 14 pages
https://doi.org/10.1155/2017/5978375
Research Article

Optimization of Support Structures for Offshore Wind Turbines Using Genetic Algorithm with Domain-Trimming

1Department of Civil Engineering, American University of Sharjah, Sharjah, UAE
2Department of Civil Engineering, University of Sharjah, Sharjah, UAE

Correspondence should be addressed to Mohammad AlHamaydeh; ude.sua@hedyamahlam

Received 18 December 2016; Revised 5 April 2017; Accepted 10 May 2017; Published 8 August 2017

Academic Editor: Filippo Ubertini

Copyright © 2017 Mohammad AlHamaydeh et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. American Petroleum Institute-API, “Recommended Practice for Planning, Designing and Constructing Fixed Offshore Platforms—Load Resistance Factor Design, 2A-LRFD (RP 2A-LRFD),” 1993.
  2. American Petroleum Institute-API, “Recommended Practice for Planning, Designing and Constructing Fixed Offshore Platforms—Working Stress Design, 2A-WSD (RP 2A-WSD),” 2000.
  3. Det Norske Veritas (DNV), “Result for the Design, Construction and Inspection of Offshore Structures,” Oslo, Norway, 1981.
  4. N. Haritos, “Introduction to the analysis and design of offshore structures – an overview,” Electronic Journal of Structural Engineering (EJSE), pp. 55–65, 2007. View at Google Scholar
  5. M. H. AlHamaydeh, S. A. Barakat, and O. M. Nassif, “Optimization of quatropod jacket support structures for offshore wind turbines subject to seismic loads using genetic algorithms,” in Proceedings of the 5th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, COMPDYN 2015, pp. 3505–3513, Crete Island, Greece, May 2015. View at Scopus
  6. M. Alhamaydeh and S. Hussain, “Optimized frequency-based foundation design for wind turbine towers utilizing soilstructure interaction,” Journal of the Franklin Institute, vol. 348, no. 7, pp. 1470–1487, 2011. View at Publisher · View at Google Scholar · View at Scopus
  7. S. Hussain and M. Al Satari, “Vibration-based wind tower foundation design,” Wind Systems Magazine, pp. 28–35, 2009. View at Google Scholar
  8. M. Al Satari and S. Hussain, “Vibration-based wind turbine tower foundation design utilizing soil-foundation-structure interaction,” in Proceedings of the 3rd International Conference on Modeling, Simulation and Applied Optimization (ICMSAO’09), pp. 45–53, January 2009.
  9. M. Al Satari and S. Hussain, “Vibration based wind turbine tower foundation design utilizing soil-foundation-structure interaction,” in Proceedings of the 2008 Seismic Engineering Conference Commemorating the 1908 Messina and Reggio Calabria Earthquake (MERCEA’08), vol. 1020, p. 577–584, June 2008.
  10. M. Al Satari and S. Hussain, “Vibration based wind turbine tower foundation design utilizing soil-foundation-structure interaction,” in Proceedings of the 14th World Conference on Earthquake Engineering (14WCEE), pp. 139–150, October 2008.
  11. W. Dong, T. Moan, and Z. Gao, “Long-term fatigue analysis of multi-planar tubular joints for jacket-type offshore wind turbine in time domain,” Engineering Structures, vol. 33, no. 6, pp. 2002–2014, 2011. View at Publisher · View at Google Scholar · View at Scopus
  12. M. J. Kühn, Dynamics and Design Optimization of Offshore Wind Energy Conversion Systems, Delft University Wind Energy Research Institute, 2003.
  13. J. Van Der Tempel, Design of Support Structures for Offshore Wind Turbines, Delft University Wind Energy Research Institute, 2006.
  14. N. Alati, V. Nava, G. Failla, F. Arena, and A. Santini, “Fatigue analysis of offshore wind turbines on fixed support structures,” Key Engineering Materials, vol. 569-570, pp. 539–546, 2013. View at Publisher · View at Google Scholar · View at Scopus
  15. G. N. Vanderplaats, Numerical optimization techniques for engineering design: With Applications, McGraw-Hill Ryerson, Whitby, Canada, 1984.
  16. Q. Y. Duan, V. K. Gupta, and S. Sorooshian, “Shuffled complex evolution approach for effective and efficient global minimization,” Journal of Optimization Theory and Applications, vol. 76, no. 3, pp. 501–521, 1993. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  17. N. D. Lagaros, M. Papadrakakis, and G. Kokossalakis, “Structural optimization using evolutionary algorithms,” Computers and Structures, vol. 80, no. 7-8, pp. 571–589, 2002. View at Publisher · View at Google Scholar · View at Scopus
  18. Q. S. Li, D. K. Liu, A. Y. T. Leung, N. Zhang, and Q. Z. Luo, “A multilevel genetic algorithm for the optimum design of structural control systems,” International Journal for Numerical Methods in Engineering, vol. 55, no. 7, pp. 817–834, 2002. View at Publisher · View at Google Scholar · View at Scopus
  19. Q. S. Li, D. K. Liu, J. Tang, N. Zhang, and C. M. Tam, “Combinatorial optimal design of number and positions of actuators in actively controlled structures using genetic algorithms,” Journal of Sound and Vibration, vol. 270, no. 4-5, pp. 611–624, 2004. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  20. R. J. Balling, R. R. Briggs, and K. Gillman, “Multiple optimum size/shape/topology designs for skeletal structures using a genetic algorithm,” Journal of Structural Engineering, vol. 132, no. 7, Article ID 015607QST, pp. 1158–1165, 2006. View at Publisher · View at Google Scholar · View at Scopus
  21. R. E. Perez and K. Behdinan, “Particle swarm approach for structural design optimization,” Computers and Structures, vol. 85, no. 19-20, pp. 1579–1588, 2007. View at Publisher · View at Google Scholar · View at Scopus
  22. G.-C. Luh and C.-Y. Lin, “Structural topology optimization using ant colony optimization algorithm,” Applied Soft Computing Journal, vol. 9, no. 4, pp. 1343–1353, 2009. View at Publisher · View at Google Scholar · View at Scopus
  23. B. Zhang, Y. Wu, J. Lu, and K.-L. Du, “Evolutionary computation and its applications in neural and fuzzy systems,” Applied Computational Intelligence and Soft Computing, vol. 2011, 20 pages, 2011. View at Google Scholar
  24. M. Kahraman and F. Erbatur, “A GA approach for simultaneous structural optimization,” in Proceedings of the Structural Engineering Mechanics and Computation International Conference, pp. 1147–1154, 2001.
  25. H. A. Eschenauer and N. Olhoff, “Topology optimization of continuum structures: a review,” Applied Mechanics Reviews, vol. 54, no. 4, pp. 331–389, 2001. View at Publisher · View at Google Scholar · View at Scopus
  26. M. P. Bendsoe and O. Sigmund, Topology Optimization: Theory, Method and Application, Springer, Berlin, Germany, 2003. View at MathSciNet
  27. S. Joncas, M. J. De Ruiter, and F. Van Keulen, “Preliminary design of large wind turbine blades using layout optimization techniques,” in Proceedings of the 10th AIAA/ISSMO multidisciplinary analysis and optimization conference, British Columbia, Canada, September 2008. View at Scopus
  28. M. Jureczko, M. Pawlak, and A. Mȩzyk, “Optimisation of wind turbine blades,” Journal of Materials Processing Technology, vol. 167, no. 2-3, pp. 463–471, 2005. View at Publisher · View at Google Scholar · View at Scopus
  29. R. Zakhama, M. M. Abdalla, Z. Gürdal, and H. Smaoui, “Wind load effect in topology optimization problems,” Journal of Physics: Conference Series, vol. 75, no. 1, Article ID 012048, 2007. View at Publisher · View at Google Scholar · View at Scopus
  30. P. Brøndsted, J. W. Holmes, and B. Sørensen, “Wind rotor blades materials technology,” European Sustainable Energy Review, vol. 2, pp. 36–41, 2008. View at Google Scholar
  31. S. Joncas, Thermoplastic composite wind turbine blades; an integrated design approach, Technische Universiteit Delft, 2010.
  32. L.-C. Forcier and S. Joncas, “New structural design concepts for large thermoplastic wind turbine blades using structural optimization techniques,” in Proceedings of the 51st AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Orlando, Fla, USA, April 2010. View at Scopus
  33. W. Liu and Y. Zhang, “Network study of plant leaf topological pattern and mechanical property and its application,” Advances in Natural Science, vol. 3, no. 2, pp. 82–92, 2010. View at Google Scholar
  34. N. Buckney, A. Pirrera, S. D. Green, and P. M. Weaver, “Structural efficiency of a wind turbine blade,” Thin-Walled Structures, vol. 67, pp. 144–154, 2013. View at Publisher · View at Google Scholar · View at Scopus
  35. N. Buckney, S. Green, A. Pirrera, and P. M. Weaver, “On the structural topology of wind turbine blades,” Wind Energy, vol. 16, no. 4, pp. 545–560, 2013. View at Publisher · View at Google Scholar · View at Scopus
  36. “MATLAB Release 2016b.” The MathWorks, Inc., Natick, Massachusetts, United States, 2016.
  37. “SAP2000 ver. 18.” Computers and Structures, Inc., Berkeley, California, USA, 2016.
  38. A. Kaveh and S. Talatahari, “A hybrid particle swarm and ant colony optimization for design of truss structures,” Asian Journal of Civil Engineering (Building and Housing, vol. 9, no. 4, pp. 329–348, 2008. View at Google Scholar
  39. K. S. Lee and Z. W. Geem, “A new structural optimization method based on the harmony search algorithm,” Computers and Structures, vol. 82, no. 9-10, pp. 781–798, 2004. View at Publisher · View at Google Scholar · View at Scopus
  40. L. A. Schmit and B. Farshi, “Some Approximation Concepts for Structural Synthesis,” AIAA Journal, vol. 12, no. 5, pp. 692–699, 1974. View at Publisher · View at Google Scholar · View at Scopus
  41. L. A. Schmit and H. Miura, Approximation concepts for efficient structural synthesis (NASA-CR-2552), NASA, Washington, DC, 1976.
  42. V. B. Venkayya, “Design of optimum structures,” Computers Structures, vol. 1, pp. 265–309, 1971. View at Publisher · View at Google Scholar
  43. M. W. Dobbs and R. B. Nelson, “Application of optimality criteria to automated structural designs,” AIAA Journal, vol. 14, no. 10, pp. 1436–1443, 1976. View at Publisher · View at Google Scholar · View at Scopus
  44. R. G. Dean and R. A. Dalrymple, Water Wave Mechanics for Engineers and Scientists, World Scientific, 1991.
  45. S. K. Chakrabarti, Handbook of Offshore Engineering, vol. I, Elsevier, 2005.
  46. N. Nigam and S. Narayanan, Applications of random vibrations, Springer-Verlag, Berlin, 1994.
  47. S. E. Abdel Raheem, “Nonlinear response of fixed jacket offshore platform under structural and wave loads,” Coupled Systems Mechanics, vol. 2, no. 1, pp. 111–126, 2013. View at Publisher · View at Google Scholar
  48. S. Abdel Raheem, E. Abdel Aal, A. Abdel Shafy, and F. Abdel Seed, “Nonlinear Analysis of Offshore Structures under Wave Loadings,” in Proceedings of the 15th World Conference on Earthquake Engineering (15WCEE), pp. 366–375, Lisbon, Portugal, 2012.
  49. N. Haritos, “Modelling ocean waves and their effects on offshore structures,” in Proceedings of the in Australian Earthquake Engineering Society 2010 Conference, pp. 307–313, 2010.
  50. O. Naseef, Optimization of Natural Rubber Seismic Isolation Systems with Supplemental Viscous Damping for Near-Field Ground Motion, University of Sharjah, Sharjah, United Arab Emirates, 2014.
  51. ASCE 7-10, Minimum Design Loads for Buildings and Other Structures, American Society of Civil Engineers, New York, NY, USA, 2010. View at Publisher · View at Google Scholar
  52. “ANSI/AISC, AISC 360-10: Specification for Structural Steel Buildings, American Institute of Steel Construction, 2010”.
  53. International Code Council (ICC), International Building Code - 2006, Falls Church, Virginia, 2006.