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http://dx.doi.org/10.12989/sem.2015.56.5.707

Robust optimization of reinforced concrete folded plate and shell roof structure incorporating parameter uncertainty  

Bhattacharjya, Soumya (Department of Civil Engineering, Indian Institute of Engineering Science and Technology)
Chakrabortia, Subhasis (Department of Civil Engineering, Indian Institute of Engineering Science and Technology)
Dasb, Subhashis (Department of Civil Engineering, Indian Institute of Engineering Science and Technology)
Publication Information
Structural Engineering and Mechanics / v.56, no.5, 2015 , pp. 707-726 More about this Journal
Abstract
There is a growing trend of considering uncertainty in optimization process since last few decades. In this regard, Robust Design Optimization (RDO) scheme has gained increasing momentum because of its virtue of improving performance of structure by minimizing the variation of performance and ensuring necessary safety and feasibility of constraint under uncertainty. In the present study, RDO of reinforced concrete folded plate and shell structure has been carried out incorporating uncertainty in the relevant parameters by Monte Carlo Simulation. Folded plate and shell structures are among the new generation popular structures often used in aesthetically appealing constructions. However, RDO study of such important structures is observed to be scarce. The optimization problem is formulated as cost minimization problem subjected to the force and displacements constraints considering dead, live and wind load. Then, the RDO is framed by simultaneously optimizing the expected value and the variation of the performance function using weighted sum approach. The robustness in constraint is ensured by adding suitable penalty term and through a target reliability index. The RDO problem is solved by Sequential Quadratic Programming. Subsequently, the results of the RDO are compared with conventional deterministic design approach. The parametric study implies that robust designs can be achieved by sacrificing only small increment in initial cost, but at the same time, considerable quality and guarantee of the structural behaviour can be ensured by the RDO solutions.
Keywords
robust design optimization; Monte Carlo simulation; folded plate structure; reinforced concrete shell; target reliability; parameter uncertainty;
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Times Cited By KSCI : 10  (Citation Analysis)
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1 Deb, K., Pratap, A., Agarwal, S. and Meyariva, T. (2002), "A fast and elitist multi-objective genetic algorithm: NSGA-II", IEEE Tran. Evol. Comput., 6(2), 182-197.   DOI
2 Debbarma, R. and Chakraborty, S. (2015), "Robust design of liquid column vibration absorber in seismic vibration mitigation considering random system parameter", Struct. Eng. Mech., 53(6), 1127-1141   DOI
3 Doltsinis, I., Kang, Z. and Cheng, G. (2005), "Robust design of non-linear structures using optimization methods", Comput. Meth. Appl. Mech. Eng., 194(12-16), 1779-1795.   DOI
4 Du, X. and Chen, W. (2000), "Towards a better understanding of modeling feasibility robustness in engineering design", ASME J. Mech. Des., 122(4), 385-394.   DOI
5 Elishakoff, I. and Ren, Y. (2003), Finite Element Methods for Structures with Large Stochastic Variations, Oxford University Press, New York.
6 Ellingwood, B.R., Galambos, T.V., MacGregor, J.G. and Cornell, C.A. (1980), "Development of probability based load criterion for American National Standard A 58", NBS Special Publication 577, U.S. Department of Commerce, Washington, DC.
7 Ghosh, R., Chakraborty, S. and Bhattacharyya, B. (2001), "Stochastic sensitivity analysis of structures using first-order perturbation", 36, 291-296.   DOI
8 Gunawan, S. and Azarm, S. (2005), "Multi-objective robust optimization using a sensitivity region concept", Struct. Multidisc. Optim., 29(1), 50-60.   DOI
9 Hinton, E., O zakca, M. and Rao, N.V.R. (1995), "Free vibration analysis and shape optimization of variable thickness prismatic folded plates and curved shells Part I:finite strip formulation", J. Sound Vib., 181(4), 553-556.   DOI
10 Hirschen, K. and Schafer, M. (2006), "A study on evolutionary multi-objective optimization for flow geometry design", Comput. Mech., 37, 131-141.   DOI
11 Huang, B. and Du, X. (2007), "Analytical robustness assessment for robust design", Struct. Multidisc. Optim., 34(2), 123-137.   DOI
12 IS 456 (2000), Plain And Reinforced Concrete - Code Of Practice Is An Indian Standard Code Of Practice For General Structural Use Of Plain And Reinforced Concrete, BIS, India.
13 IS 875, Part 3 (1987), Code Of Practice For Design Loads (Other Than Earthquake) For Buildings And Structures, Part 3: Wind Loads (Second Revision), BIS, India.
14 IS 2210 (1988), Criteria for Design of Reinforced Concrete Shell Structure and Folded Plates, BIS, India.
15 Kaveh, A., Bakhshpoori, T. and Afshari, E. (2015), "Hybrid PSO and SSO algorithm for truss layout and size optimization considering dynamic constraints", Struct. Eng. Mech., 54(3), 453-474   DOI
16 Kouchakzadeh, M.A. and Shakouri, M. (2015), "Analytical solution for axisymmetric buckling of joined conical shells under axial compression", Struct. Eng. Mech., 54(4), 649-664.   DOI
17 Kripka, M. and Pravia, Z.M.C. (2013), "Cold-formed steel channel columns optimization with simulated annealing method", Struct. Eng. Mech., 48(3), 383-394.   DOI
18 Kutylowski, R. and Rasiak, B. (2014), "Application of topology optimization to bridge girder design", Struct. Eng. Mech., 51(1), 39-66.   DOI
19 Lakshmy, T.K. and Bhavikatti, S.S. (1995), "Optimum design of trough type folded plate roofs", Comput. Struct., 57(1), 125-130   DOI
20 Lakshmi, K. and Rao, A.R.M. (2012), "Multi-objective optimal design of laminate composite shells and stiffened shells", Struct. Eng. Mech., 43(6), 771-794.   DOI
21 Lee, K. and Park, G. (2001), "Robust optimization considering tolerances of design variable", Comput. Struct., 79(1), 77-86.   DOI
22 Martinez-Martin, F., Gonzalez-Vidosa, F., Hospitaler, A. and Yepes, V. (2013), "A parametric study of optimum tall piers for railway bridge viaducts", Struct. Eng. Mech., 45(6), 723-740.   DOI
23 Mautea, K., Weickuma, G. and Eldre, M. (2009), "A reduced-order stochastic finite element approach for design optimization under uncertainty", Struct. Saf., 31(6), 450-459.   DOI
24 Meng, Z., Peng, H., Li, G., Wang, B. and Zhang, K. (2015), "Non-probabilistic reliability-based design optimization of stiffened shells under buckling constraint", Thin Wall. Struct., 94, 325-333.   DOI
25 Messac, A. and Ismail-Yahaya, A. (2002), "Multi objective robust design using physical programming", Struct. Multidis. Optim., 23(5), 357-371.   DOI
26 Milasinovic, D.D. and Goles, D. (2012), "Finite strip modeling for optimal design of reinforced concrete folded plate structures", J. FACTA Universitatis, Series: Arch. Civil Eng., 10(3), 275-290.   DOI
27 Papadopoulos, V. and Lagaros, N.D. (2009), "Vulnerability-based robust design optimization of imperfect shell structures", Struct. Saf. Optim. Uncert. Emph. Struct. Appl., Special Issue: Optimization, 31(6), 475-482
28 Pareto, V. (1906), "Manuale di Economica Politica", Societa Editrice Libraria, Milan, translated into English by A.S. Schwier as Manual of Political Economy, Eds. A.S. Schwier and A.N. Page, New York.
29 Sheikhi, M. and Ghoddosian, A. (2013), "A hybrid imperialist competitive ant colony algorithm for optimum geometry design of frame structures", Struct. Eng. Mech., 46(3), 403-416.   DOI
30 Park, G.J., Lee, T.H., Lee, K. and Hwang, K.H. (2006), "Robust design: an overview", AIAA J., 44(1), 181-191.   DOI
31 Sundaresan, S., Ishii, K. and Houser, D.R. (1995), "A robust optimization procedure with variations on design variables and constraints", Eng. Optim., 24(2), 101-117.   DOI
32 Taguchi, G. (1993), On Robust Technology Development, Bringing Quality Engineering Upstream, ASME Press, New York.
33 Tejani, A. and Parikh, A.A. (2013), "Computer-aided wind load analysis on reinforced concrete folded plate", J. PARIPEX-Ind. J. Res., 3(4), 87-90.
34 Tomas, A. and Marti, P. (2010), "Shape and size optimisation of concrete shells", Eng. Struct, 32(6), 1650-1658.   DOI
35 Varghese, P.C. (2013), Design of Reinforced Concrete Shells and Folded Plates, PHI Learning Pvt. Ltd., India.
36 Velimirovic, L., Radivojevic, G. and Kostic, D. (1998), "Analysis of hyperbolic paraboloids at small deformations", Sci. J. Facta Univ., Series: Arch. Civil Eng., 1(5), 627-636.
37 Wang, L. and Kodiyalam, S. (2002), "An efficient method for probabilistic and robust design with nonnormal distributions", Proc. 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials, Denever, Colorado.
38 Wang, W.M., Peng, Y.H., Hu, J. and Cao, Z.M. (2009), "Collaborative robust optimization under uncertainty based on generalized dynamic constraints network", Struct. Multidisc. Optim., 38(2), 159-170.   DOI
39 Zang, C., Friswell, M.I. and Mottershead, J.E. (2005), "A review of robust optimal design and its application in dynamics", Comput. Struct., 83(4-5), 315-326.   DOI
40 Wu, J., Lu, X.Y., Li, S.C., Zhang, D.L., Xu, Z.H., Li, L.P. and Xue, Y.G. (2015), "Shape optimization for partial double-layer spherical reticulated shells of pyramidal system", Struct. Eng. Mech., 55(3), 555-581.   DOI
41 Bertagnoli, G., Giordano, L. and Mancini, S. (2013), "Skew reinforcement optimization in concrete shells subject to uncertain loading conditions", Proceedings of the Third International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering, Ed. Y. Tsompanakis, Civil-Comp Press, Stirlingshire, UK.
42 Abbasnia, R., Shayanfar, M. and Khodam, A. (2014), "Reliability-based design optimization of structural systems using a hybrid genetic algorithm", Struct. Eng. Mech., 52(6), 1099-1120.   DOI
43 Bar-Yoseph, P. and Hersckovitz, I. (1989), "Analysis of folded plate structures", Thin Wall. Struct., 7(2), 139-158.   DOI
44 Bergamini, A. and Biondini, F. (2004), "Finite strip modelling for optimal design of pre-stressed folded plate structures", J. Eng. Struct., 26(8), 1043-1054.   DOI
45 Beyer, H. and Sendhoff, B. (2007), "Robust optimization- a comprehensive survey", Comput. Meth. Appl. Mech. Eng., 196(33-34), 3190-3218.   DOI
46 Bhattacharjya, S. (2010), "Robust optimization of structure under uncertainty", PhD Dissertation, Bengal Engineering and Science University, Shibpur, India.
47 Bhattacharjya, S. and Chakraborty, S. (2011), "Robust optimization of structures subjected to stochastic earthquake with limited information on system parameter uncertainty", Eng. Optim., 43(12), 1311-1330.   DOI
48 Chakraborty, S., Bhattacharjya, S. and Halder, A. (2012), "Sensitivity importance-based robust optimization of structures with incomplete probabilistic information", Int. J. Numer. Meth. Eng., 90(10), 1207-1320.   DOI
49 Chen, W., Sahai, A., Messac, A. and Sundararaj, G. J. (2000), "Exploration of the effectiveness of physical programming in robust design", ASME J. Mech. Des., 122 (2), 155-162.   DOI