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Probabilistic multi-objective optimization of a corrugated-core sandwich structure
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  • Journal title : Geomechanics and Engineering
  • Volume 10, Issue 6,  2016, pp.709-726
  • Publisher : Techno-Press
  • DOI : 10.12989/gae.2016.10.6.709
 Title & Authors
Probabilistic multi-objective optimization of a corrugated-core sandwich structure
Khalkhali, Abolfazl; Sarmadi, Morteza; Khakshournia, Sharif; Jafari, Nariman;
Corrugated-core sandwich panels are prevalent for many applications in industries. The researches performed with the aim of optimization of such structures in the literature have considered a deterministic approach. However, it is believed that deterministic optimum points may lead to high-risk designs instead of optimum ones. In this paper, an effort has been made to provide a reliable and robust design of corrugated-core sandwich structures through stochastic and probabilistic multi-objective optimization approach. The optimization is performed using a coupling between genetic algorithm (GA), Monte Carlo simulation (MCS) and finite element method (FEM). To this aim, Prob. Design module in ANSYS is employed and using a coupling between optimization codes in MATLAB and ANSYS, a connection has been made between numerical results and optimization process. Results in both cases of deterministic and probabilistic multi-objective optimizations are illustrated and compared together to gain a better understanding of the best sandwich panel design by taking into account reliability and robustness. Comparison of results with a similar deterministic optimization study demonstrated better reliability and robustness of optimum point of this study.
sandwich structure;corrugated core;optimization;probabilistic;genetic algorithm;finite element method;
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Amitava, G. and Falzaranoa, J. (2015), "Application of multi objective genetic algorithm in ship hull optimization", Ocean Syst. Eng., Int. J., 5(2), 91-107. crossref(new window)

Athawale, V.M. and Chakraborty, S. (2010), "A TOPSIS method-based approach tOmachine tool selection", International Conference on Industrial Engineering and Operations Management, Dhaka, Bangladesh, January.

Bartolozzi, G., Baldanzini, N., Pierini, M. and Zonfrillo, G. (2015), "Static and dynamic experimental validation of analytical homogenization models for corrugated core sandwich panels", Comp. Struct., 125, 343-353. crossref(new window)

Behzadian, M., Otaghsara, S.K., Yazdani, M. and Ignatius, J. (2012), "A state-of the-art survey of TOPSIS applications", Expert Syst. Appl., 39(17), 13051-13069. crossref(new window)

Biagi, R. and Bart-Smith, H. (2012), "In-plane column response of metallic corrugated core sandwich panels", Int. J. Solid. Struct., 49(26), 3901-3914. crossref(new window)

Chang, W.S., Krauthammer, T. and Ventsel, E. (2006), "Elasto-plastic analysis of corrugated-core sandwich plates", Mech. Adv. Mater. Struc., 13(2), 151-160. crossref(new window)

Collette, Y. and Siarry, P. (2013), Multiobjective Optimization: Principles and Case Studies (Decision Engineering), Springer, New York, NY, USA.

Deb, K. (2001), Multi-Objective Optimization Using Evolutionary Algorithms, Wiley, Washington, USA.

Diweker, U.M. and Kalagnanam, J.R. (1997), "Efficient sampling technique for optimization under uncertainty", AIChE J., 43(2), 440-447. crossref(new window)

Diweker, U.M. and Urmila M. (2003), "A novel sampling approach tocombinatorial optimization under uncertainty", Comput. Optim. Appl., 24(3), 335-371. crossref(new window)

Fu, Y., Diweker, U.M., Young, D. and Cabezas, H. (2000), "Process design for the environment: A multiobjective framework under uncertainty", Clean Product. Processes, 2(2), 92-107. crossref(new window)

Gadakh, V.S. (2012), "Parametric optimization of wire electrical discharge machining using TOPSIS method", Adv. Product. Eng. Manage., 7(3), 157-164. crossref(new window)

Ghashochi-Bargh, H. and Sadr, M.H. (2014), "A modified multi-objective elitist-artificial bee colony algorithm for optimization of smart FML panel", Struct. Eng. Mech., Int. J., 52(6), 1209-1224. crossref(new window)

Guha, A. and Falzanaro, J. (2015), "Application of multi objective genetic algorithm in ship hull optimization", Ocean Syst. Eng., Int. J., 5(2), 91-107. crossref(new window)

Kalagnanam, J.R. and Diweker, U.M. (1997), "An efficient sampling technique for off-line quality control", Technometrics, 39(3), 308-319. crossref(new window)

Kaveh, A., Shojaei, I., Gholipour, Y. and Rahami, H. (2013), "Seismic design of steel frames using multiobjective optimization", Struct. Eng. Mech., Int. J., 45(2), 211-232. crossref(new window)

Khalkhali, A. (2015), "Best compromising crashworthiness design of automotive S-rail using TOPSIS and modified NSGAII", J. Cent. South Univ., 22(1), 121-133. crossref(new window)

Khalkhali, A. and Safikhani, H. (2012), "ParetObased multi-objective optimization of cyclone vortex finder using CFD, GMDH type neural networks and genetic algorithms", Eng. Optim., 44 (1), 105-118. crossref(new window)

Khakhali, A., Nariman-zadehabc, N., Darvizeha, A., Masoumid, A. and Notghi, B. (2010), "Reliabilitybased robust multi-objective crashworthiness optimisation of S-shaped box beams with parametric uncertainties", Int. J. Crashworth., 15(4), 443-456. crossref(new window)

Khalkhali, A., Khakshournia, S. and Nariman-Zadeh, N. (2014), "A hybrid method of FEM, modified NSGA-II and TOPSIS for structural optimization of sandwich panels with corrugated core", J. Sandw. Struct. Mater., 16(4), 398-417. crossref(new window)

Khalkhali, A., Khakshournia, S. and Saberi, P. (2016), "Optimal design of functionally graded PmPV/CNT nanocomposite cylindrical tube for purpose of torque transmission", J. Cent. South Univ., 23(2), 362-369. crossref(new window)

Lee, D., Gonzalez, L.F., Periaux, J., Srinivas, K. and Onate, E. (2011), "Hybrid-game strategies for multiobjective design optimization in engineering", Comp. Fluid., 47(1), 189-204. crossref(new window)

Li, G., Meng, Z. and Hu, H. (2015), "An adaptive hybrid approach for reliability-based design optimization", Struct. Multidisc. Optimiz., 51(5), 1051-1065. crossref(new window)

Lingshuang, K., Chunhua, Y., Shenping, X. and Gang, C. (2013), "Stochastic optimization method based on HSS technique and expert knowledge for a metallurgical blending process", Proceedings of the 3rd International Conference on Intelligent System Design and Engineering Applications (ISDEA), Changsha, China, October, pp. 1290-1293.

Lonn, D., Oman, M., Nilsson, L. and Simonsson, K. (2009), "Finite element based robustness study of a truck cab subjected tOimpact loading", Int. J. Crashworth., 14, 111-124. crossref(new window)

Lu, T.J., Hutchinson, J.W. and Evans, A.G. (2001), "Optimal design of flexural actuator", J. Mech. Phys. Solid., 49(9), 2071-2093. crossref(new window)

Malekzadeh, K., Khalili, S.M.R. and Veysi-Gorgabad, A. (2015), "Dynamic response of composite sandwich beams with arbitrary functionally graded cores subjected tOlow-velocity impact", Mech. Adv. Mater. Struct., 22(8), 605-618. crossref(new window)

Nariman-Zadeh, N., Darvizeh, A. and Jamali, A. (2006), "Pareto optimization of energy absorption of square aluminum columns using multi-objective genetic algorithms", Proceedings of IMechE, Part B: Journal of Engineering Manufacture, 220(2), 213-224. crossref(new window)

Papadrakakis, M., Lagaros, N.D. and Plevris, V. (2004), "Structural optimization considering the probabilistic system response", Int. J. Theor. Appl. Mech., 31(3-4), 361-393. crossref(new window)

Richardson, J.N., Coelho, R.F. and Adriaenssens, S. (2015), "Robust topology optimization of truss structures with random loading and material properties: A multiobjective perspective", Comp. Struct., 154, 41-47. crossref(new window)

Sepehri, A., Daneshmand, F. and Jafarpur, K. (2012), "A modified particle swarm approach for multiobjective optimization of laminated composite structures", Struct. Eng. Mech., Int. J., 42(3), 335-352. crossref(new window)

Shidpour, H., Shahrokhi, M. and Bernard, A. (2013), "A multi-objective programming approach, integrated intOthe TOPSIS method, in order to optimize product design; in three-dimensional concurrent engineering", Comput. Indust. Eng., 64(4), 875-885. crossref(new window)

Srinivas, N. and Deb, K. (1994), "Multiobjective optimization using nondominated sorting in genetic algorithms", Evol. Comp., 2(3), 221-248. crossref(new window)

Subramanyan, K., Diweker, U.M. and Goyal, A. (2004), "Multi-objective optimization for hybrid fuel cells power system under uncertainty", J. Power Sour., 132(1), 99-112. crossref(new window)

Sun, H. and Betti, R. (2015) "A hybrid optimization algorithm with Bayesian inference for probabilistic model updating", Comput.-Aid. Civil Infra. Eng., 30(8), 602-619. crossref(new window)

Tan, X.H. and Soh, A.K. (2007), "Multi-objective optimization of the sandwich panels with prismatic cores using genetic algorithms", Int. J. Solid. Struct., 44(17), 5466-5480. crossref(new window)

Targul, T. (2012), "Multi objective size and topolgy optimization of dome structures", Struct. Eng. Mech., Int. J., 43(6), 795-821. crossref(new window)

Valdevit, L., Hutchinson, J.W. and Evans, A.G. (2004), "Structurally optimized sandwich panels with prismatic cores", Int. J. Solid. Struct., 41(18-19), 5105-5124. crossref(new window)

Wadley, H.N.G., Fleck, N.A. and Evans, A.G. (2003), "Fabrication and structural performance of periodic cellular metal sandwich structures", Compos. Sci. Technol., 63(16), 2331-2343. crossref(new window)

Wei, K., He, R., Cheng, X., Zhang, R., Pei, Y. and Fang, D. (2014), "Fabrication and mechanical properties of lightweight ZrO2 ceramic corrugated core sandwich panels", Mater. Des., 64, 91-95. crossref(new window)

Yang, H., Zhu, Y., Lu, Q. and Zhang, J. (2015), "Dynamic reliability based design optimization of the tripod sub-structure of offshore wind turbines", Renew. Energy, 78, 16-25. crossref(new window)

Zhang, P.,Cheng,Y., Liu, J., Wang, C.,Hou, H. and Li, Y. (2015), "Experimental and numerical investigations on laser-welded corrugated-core sandwich panels subjected to air blast loading", Mar. Struct., 40, 225-246. crossref(new window)