Reliability-Based Optimization of Fiber-Reinforced Polymer Composite Bridge Deck Panels
Publication: Journal of Structural Engineering
Volume 132, Issue 12
Abstract
A reliability-based optimization procedure is developed and applied to minimize the weight of eight fiber-reinforced polymer composite bridge deck panel configurations. The method utilizes interlinked finite element, optimization, and reliability analysis procedures to solve the weight minimization problem with a deterministic strength constraint and two probabilistic deflection constraints. Panels are composed of an upper face plate, lower face plate, and a grid of interior stiffeners. Different panel depths and stiffener layouts are considered. Sensitivity analyses are conducted to identify significant design and random variables. Optimization design variables are panel component ply thicknesses, while random variables include load and material resistance parameters. It was found that panels were deflection governed, with the optimization algorithm yielding little improvement for shallow panels, but significant weight savings for deeper panels. The best design resulted in deep panels with close stiffener spacing to minimize local upper face plate deformations under the imposed traffic (wheel) loads.
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References
AASHTO. (2004). AASHTO LRFD bridge specifications. 3rd Ed., Washington, D.C.
Antonio, C. A. C., Soeiro, A. V., and Marques, A. T. (1993). “Optimization in reliability-based design of laminated composite structures.” Proc., Int. Conf. on Computer Aided Optimum Design of Structures, Computer Aided Optimum Design of Structures III: Optimization of Structural Systems and Applications, Computational Mechanics, Southampton, England, 391–400.
Aref, A. J., Parsons, I. D., and White, S. (1999).“Manufacture, design, and performance of a modular fiber reinforced plastic bridge.” Proc., 31st Int. SAMPE Technical Conference, Chicago, Soc. for the Advancement of Material and Process Engineering, Covina, Calif., J. E. Green and D. D. Howell, eds. Vol. 31, 581–591.
Bakeri, P. A. (1989). “Analysis and design of polymer composite bridge decks.” MS thesis, Massachusetts Institute of Technology, Cambridge, Mass.
Bakeri, P. A., and Sunder, S. S. (1990). “Concepts for hybrid FRP bridge deck systems.” Serviceability and Durability of Construction Materials, Proc., 1st Materials Engineering Congress, Denver, ASCE, Boston, 1006–1015.
Conceicao Antonio, C. A. (2001). “A hierarchical genetic algorithm for reliability-based design of geometrically nonlinear composite structures.” Compos. Struct., 54(1), 37–47.
Deo, S. K., and Rais-Rohani, M. (1999). “Reliability-based design of composite sandwich plates with nonuniform boundary conditions.” Proc., 40th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamic, and Materials Conference, AIAA, Reston, Va., Paper No. 99–1580.
Feng, Y. S., and Song, B. F. (1990). “Reliability analysis and design for multibox structures.” Compos. Struct., 37(4), 413–422.
Frangopol, D. (1997). “Chapter 11: How to incorporate reliability in structural optimization.” ASCE manual on engineering practice No. 90: Guide to structural optimization, J. S. Arora, ed., ASCE, Reston, Va., 211–235.
GangaRao, H. V. S., and Laosiriphone, K. (2001). “Design and construction of Market Street bridge—WV.” Proc., 46th Int. SAMPE Symposium and Exhibition, Long Beach, Calif., Soc. for the Advancement of Material and Process Engineering, Covina, Calif., Vol. 46, II, 1321–l330.
Gillespie, J. W., et al. (2000). “Bridge 1-351 over muddy run: Design, testing, and erection of an all-composite bridge.” Transp. Res. Rec., 2(1696), 118–123.
He, Y., and Aref, A. J. (2003). “An optimization design procedure for fiber reinforced polymer web-core sandwich bridge deck systems.” Compos. Struct., 60(2), 183–195.
Henry, J. A. (1985). “Deck-girder systems for highway bridges using fiber reinforced plastics.” MS thesis, North Carolina State Univ., Raleigh, N.C.
Jones, R. M. (1999). Mechanics of composite materials, 2nd Ed. Taylor and Francis, London.
Kogiso, N., and Nakagawa, S. (2003). “Lamination parameters applied to reliability-based in-plane strength design of composites.” AIAA J., 41(11), 2200–2207.
Kumar, P., Chandrashekhara, K., and Nanni, A. (2004). “Structural performance of a FRP bridge deck.” Constr. Build. Mater., 18(1), 35–47.
Liu, X., and Mahadevan, S. (1996). “Reliability-based optimization of composite structures.” Probabilistic Mechanics and Structural Reliability, Proc., 7th Specialty Conf., Worcester, Mass., ASCE, New York, 122–125.
Lopez-Anido, R., GangaRao, V. S., and Barbero, E. (1997). “FRP modular system for bridge decks.” Building to Last; Proc., Structures Congress XV, Portland, Ore., ASCE, New York, 1489–1493.
McGhee, K. K., Barton, F. W., and McKeel, W. T. (1991). “Optimum design of composite bridge deck panels.” Advanced Composites Materials in Civil Engineering Structures, Proc., of the Specialty Conf., ASCE, Reston, Va., 360–370.
Mertz, D. R., et al. (2003). “Application of fiber reinforced polymer composites to highway infrastructure.” National Cooperative Highway Research Program Report No. 503, Transportation Research Board, Washington, D.C.
Miki, M., Murotsu, Y., Tanaka, T., and Shao, S. (1997). “Reliability-based optimization of fibrous laminated composites.” Reliab. Eng. Syst. Saf., 56(3), 285–290.
MIL-17 Composite Materials Handbook. (1999). ASTM International, West Conshohocken, Pa.
Mosallam, A., Haroun, M., Kreiner, J., Dumlao, C., and Abdi, F. (2002). “Structural evaluation of all-composite deck for Schuyler Heim Bridge.” Proc., 47th Int. SAMPE Symposium and Exhibition, Long Beach, Calif., Soc. for the Advancement of Material and Process Engineering, Covina, Calif., Vol. 47I, 667–679.
MSC/NASTRAN quick reference guide. (1998). version, 70.5, MacNeal-Schwendler Corp., Los Angeles.
MSC/PATRAN reference guide. (1998). MacNeal-Schwendler Corp., Los Angeles.
Nowak, A. S. (1999). “Calibration of LRFD bridge design code.” National Cooperative Highway Research Program Report No. 386. Transportation Research Board, Washington, D.C.
Nowak, A. S., and Kim, S. (1998). “Development of a guide for evaluation of existing bridges: Part I.” Rep. No. UMCEE 98-12, Univ. of Michigan, Ann Arbor, Mich.
Nowak, A. S., Sanli, A., and Eom, J. (1999). “Development of a guide for evaluation of existing bridges, Part II.” Rep. No. UMCEE 99-13, Univ. of Michigan, Ann Arbor, Mich.
Plecnik, J., Azar, W., and Kabbara, B. (1990). “Composite applications in highway bridges.” Serviceability and Durability of Construction Materials, Proc., 1st Materials Engineering Congress, ASCE, Reston, Va., 986–995.
Rackwitz, R., and Fiessler, B. (1978). “Structural reliability under combined random load sequence.” Comput. Struct., 9(5), 489–494.
Rais-Rohani, M., and Singh, M. N. (2004). “Comparison of global and local response surface techniques in reliability-based optimization of composite structures.” Struct. Multidiscip. Optim., 26(5), 333–345.
Richard, F., and Perreux, D. (2000). “Reliability method for optimization of fiber reinforced composite pipes.” Reliab. Eng. Syst. Saf., 68(1), 53–59.
Riha, D. S., Thacker, B. H., Hall, D. A., Auel, T. R., and Pritchard, S. D. (1999). “Capabilities and applications of probabilistic methods in finite element analysis.” Proc., 5th ISSAT Int. Conf. on Reliability and Quality in Design, Las Vegas.
Stall, F., et al. (2002). “Design, fabrication, testing, and installation of a low-profile composite bridge deck.” Proc., 47th Int. SAMPE Symposium and Exhibition, Long Beach, Calif., Soc. for the Advancement of Material and Process Engineering, Covina, Calif.
Su, B., Rais-Rohani, M., and Singh, M. N. (2002). “Reliability-based optimization of anisotropic cylindrical shells with response surface approximations of buckling instability.” Proc., 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conf., AIAA, Reston. Va., Paper No. 2002-1386.
Vanderplaats, G. N. (1983). A robust feasible directions algorithm for design synthesis. Proc., 24th AIAA/ASME/ASCE/AHS Structures, Structural Dynamics and Materials Conf., AIAA, Reston, Va.,
VISUAL DOC. (2002). VisualDOC how to manual, version 3.0., Vanderplaats Research and Development, Inc., Colorado Springs, Colo.
Williams, B., Shehata, F., and Rizkalla, S. H. (2003). “Filament-wound glass fiber reinforced polymer bridge deck modules.” J. Compos. Constr., 7(3), 266–273.
Wu, Y.-T., Millwater, H. R., and Crust, T. A. (1990). “Advanced probabilistic structural analysis method for implicit performance functions.” AIAA J., 28(9), 1663–1669.
Yang, L., and Ma, Z. K. (1990). “Optimum design based on reliability for a composite structural system.” Compos. Struct., 36(5), 785–790.
Zureick, A., Shih, B., and Munley, E., (1995). “Fiber-reinforced polymeric bridge decks.” Struct. Eng. Rev., 7(3), 257–266.
Zureick, A. (1997). “Fiber-reinforced polymeric bridge decks.” Proc., National Seminar on Advanced Composite Material Bridge, Federal Highway Administration, Arlington, Va.
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© 2006 ASCE.
History
Received: Mar 7, 2005
Accepted: Apr 19, 2006
Published online: Dec 1, 2006
Published in print: Dec 2006
Notes
Note. Associate Editor: Christopher M. Foley
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