Reliability-based topology optimization using two alternative inverse optimum safety factor approaches: application to bridge structures

Автор: Kharmanda Ghias, Antypas Imad R., Dyachenko Alexey G.

Журнал: Инженерные технологии и системы @vestnik-mrsu

Рубрика: Машиностроение

Статья в выпуске: 3, 2020 года.

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Introduction. The Deterministic Topology Optimization model provides a single solution for a given design space, while the Reliability-Based Topology Optimization model provides several reliability-based topology layouts with high-performance levels. The objective of this work is to develop two strategies that can provide the designer with two categories of resulting topologies. Materials and Methods. Two alternative approaches based on the Inverse Optimum Safety Factor are developed: the first one is called the Objective-Based IOSF Approach and the second one is called Performance-Based IOSF Approach. When dealing with bridge structures, the uncertainty on the input parameters (boundary conditions, material properties, geometry, etc.) and also output parameters (compliance, etc.) should not be ignored. The sensitivity analysis is the fundamental idea of both developed approaches, identifies the role of each parameter on the structural performance. In addition, the optimization domain choice is important when eliminating material that should not affect the structure functioning. Results. Two numerical examples on a 2D bridge structure are presented to demonstrate the efficiency of the developed approaches. When considering a certain reliability level, the Reliability-Based Topology Optimization leads to two different configurations relative to the Deterministic Topology Optimization one. When increasing the reliability levels, the quantity of materials decreases that leads to an increase in the number of holes in the structures. Discussion and Conclusion. In addition to their simplified implementation, the developed alternative approaches can be considered as two generative tools to produce two different categories (families) of solutions where an alternative choice between two functions (objective/performance) is presented.

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Topology optimization, reliability-based topologies, inverse optimum safety factors method, bridge structures, deterministic topology optimization

Короткий адрес: https://sciup.org/147221971

IDR: 147221971   |   DOI: 10.15507/2658-4123.030.202003.498-511

Список литературы Reliability-based topology optimization using two alternative inverse optimum safety factor approaches: application to bridge structures

  • Bendsoe M.P., Kikuchi N. Generating Optimal Topologies in Optimal Design Using a Homogeniza-tion Method. Computer Methods in Applied Mechanics and Engineering. 1988; 71(2):197-224. (In Eng.) DOI: https://doi.org/10.1016/0045-7825(88)90086-2
  • Xia L. Multiscale Structural Topology Optimization. London: ISTE & Elsevier; 2016. 184 p. Available at: https://www.researchgate.net/publication/293427993_Multiscale_Structural_Topology_Optimiza-tion. (accessed 11.08.2020). (In Eng.)
  • Zhang W., Zhu J., Gao T. Topology Optimization in Engineering Structure Design. London: ISTE & Elsevier; 2016. 294 p. Available at: https://www.sciencedirect.com/book/9781785482243/topology-optimization-in-engineering-structure-design (accessed 11.08.2020). (In Eng.)
  • Kharmanda G., El-Hami A. Biomechanics: Optimization, Uncertainties and Reliability (Reliability of Multiphysical Systems Set). 1st ed. London: ISTE & Wiley; 2017. 254 p. Available at: https://www.ama-zon.com/Biomechanics-Optimization-Uncertainties-Reliability-Multiphysical/dp/1786300257 (accessed 11.08.2020). (In Eng.)
  • Kharmanda G., Antypas I.R., Dyachenko A.G. Inverse Optimum Safety Factor Method for Reliability-Based Topology Optimization Applied to Free Vibrated Structures. Inzhenernyye tekhnologii i sistemy = Engineering Technologies and Systems. 2019; 29(1):8-19. (In Eng.) DOI: https://doi.org/10.15507/2658-4123.029.201901.008-019
  • Patel N.M., Renaud J.E., Agarwal H., et al. Reliability Based Topology Optimization Using the Hybrid Cellular Automaton Method. In: 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference. 2005. 13 p. (In Eng.) DOI: https://doi.org/10.2514Z6.2005-2134
  • Jalalpour M., Tootkaboni M. An Efficient Approach to Reliability-Based Topology Optimization for Continua under Material Uncertainty. Structural and Multidisciplinary Optimization. 2016; 53(4):759-772. (In Eng.) DOI: https://doi.org/10.1007/s00158-015-1360-7
  • Bae K., Wang S. Reliability-Based Topology Optimization. In: 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization. 2002. AIAA 2002-5542. (In Eng.) DOI: https:// doi.org/10.2514/6.2002-5542
  • Agarwal H. Reliability Based Design Optimization: Formulations and Methodologies. PhD thesis. South Bend: University of Notre Dame; 2004. 136 p. Available at: http://adsabs. harvard.edu/abs/2004PhDT.......148A (accessed 11.08.2020). (In Eng.)
  • Eom Y.-S., Yoo K.-S., Park J.-Y., et al. Reliability-Based Topology Optimization Using a Standard Response Surface Method for Three-Dimensional Structures. Journal of Structural and Multidisciplinary Optimization. 2011; 43(2):287-295. (In Eng.) DOI: https://doi.org/10.1007/s00158-010-0569-8
  • Kharmanda G., Olhoff N. Reliability-Based Topology Optimization. In: Report No. 110, Institute of Mechanical Engineering. Aalborg: Aalborg University; 2001. Available at: http://www.forskningsdata-basen.dk/en/catalog/2389380317 (accessed 11.08.2020). (In Eng.)
  • Patel J., Choi S.K. Classification Approach for Reliability-Based Topology Optimization Using Probabilistic Neural Networks. Journal of Structural and Multidisciplinary Optimization. 2012; 45(4):529-543. (In Eng.) DOI: https://doi.org/10.1007/s00158-011-0711-2
  • Wang L., Liu D., Yang Y., et al. A Novel Method of Non-Probabilistic Reliability-Based Topology Optimization Corresponding to Continuum Structures with Unknown but Bounded Uncertainties. Computer Methods in Applied Mechanics and Engineering. 2017; 326:573-595. (In Eng.) DOI: https:// doi.org/10.1016/j.cma.2017.08.023
  • Bendsoe M.P. Optimal Shape Design as a Material Distribution Problem. Structural Optimization. 1989; 1(4):193-202. (In Eng.) DOI: https://doi.org/10.1007/BF01650949
  • Bendsoe M.P., Sigmund O. Material Interpolations in Topology Optimization. Archive of Applied Mechanics. 1999; 69(9-10):635-654. (In Eng.) DOI: https://doi.org/10.1007/s004190050248
  • Rozvan G.I.N. Problem Classes, Solution Strategies and Unified Terminology of FE-Based Topology Optimization. In: Topology Optimization of Structures and Composite Continua; 2000. Pp. 19-35. (In Eng.) DOI: https://doi.org/10.1007/978-3-662-05086-6
  • Bendsoe M.P., Sigmund O. Topology Optimization - Theory, Methods, and Applications. 2nd ed. Berlin: Heidelberg; 2003. 370 p.
  • Amir O. A Topology Optimization Procedure for Reinforced Concrete Structures. Computers and Structures. 2013; 114-115:46-58. (In Eng.) DOI: https://doi.org/10.1016/j.compstruc.2012.10.011
  • Andreassen E., Jensen J.S. Topology Optimization of Periodic Microstructures for Enhanced Dynamic Properties of Viscoelastic Composite Materials. Structural and Multidisciplinary Optimization. 2014; 49:695-705. (In Eng.) DOI: https://doi.org/10.1007/s00158-013-1018-2
  • Alberdi R., Khandelwal K. Topology Optimization of Pressure Dependent Elastoplastic Energy Absorbing Structures with Material Damage Constraints. Finite Elements in Analysis and Design. 2017; 133:42-61. (In Eng.) DOI: https://doi.org/10.1016/j.finel.2017.05.004
  • Groen J.P., Sigmund O. Homogenization-Based Topology Optimization for High-Resolution Manufacturable MicroStructures. International Journal for Numerical Methods in Engineering. 2018; 113(8):1148-1163. (In Eng.) DOI: https://doi.org/10.1002/nme.5575
  • Nishi S., Terada K., Kato J., et al. Two Scale Topology Optimization for Composite Plates with In Plane Periodicity. International Journal for Numerical Methods in Engineering. 2018; 113(8):1164-1188. (In Eng.) DOI: https://doi.org/10.1002/nme.5545
  • Kato J., Yachi D., Kyoya T., et al. Micro-Macro Concurrent Topology Optimization for Nonlinear Solids with a Decoupling Multiscale Analysis. International Journal for Numerical Methods in Engineering. 2018; 113(8):1189-1213. (In Eng.) DOI: https://doi.org/10.1002/nme.5571
  • Andreassen E., Ferrari F., Sigmund O., et al. Frequency Response as a Surrogate Eigenvalue Problem in Topology Optimization. International Journal for Numerical Methods in Engineering. 2018; 113(8):1214-1229. (In Eng.) DOI: https://doi.org/10.1002/nme.5563
  • Liu J., Gaynor A.T., Chen S., et al. Current and Future Trends in Topology Optimization for Additive Manufacturing. Structural andMultidisciplinary Optimization. 2018; 57:2457-2483. (In Eng.) DOI: https://doi.org/10.1007/s00158-018-1994-3
  • Nishiwaki S., Terada K. Advanced Topology Optimization. International Journal for Numerical Methods in Engineering. 2018; 113(8):1145-1147. (In Eng.) DOI: https://doi.org/10.1002/nme.5703
  • HasoferA.M., Lind N.C.An Exact and Invariant First Order Reliability Format. Journal ofEngineer-ing Mechanics. 1974; 100:111-121. Available at: https://www.scirp.org/(S(czeh2tfqyw2orz553k1w0r45))/ reference/ReferencesPapers.aspx?ReferenceID=1087045 (accessed 11.08.2020). (In Eng.)
  • Kharmanda G., Antypas I.R., Dyachenko A.G. The Effect of Reliability Index Values on Resulting Reliability-Based Topology Optimization Configurations: Numerical Validation by Shape Optimization. Inzhenerernyye tekhnologii i sistemy = Engineering Technologies and Systems. 2019; 29(3):332-344. (In Eng.) DOI: https://doi.org/10.15507/2658-4123.029.201903.332-344
  • Jeppsson J. Reliability-Based Assessment Procedures for Existing Concrete Structures. Structural Engineering. Lund: Lund University; 2003. 200 p. Available at: https://portal.research.lu.se/portal/ files/4798304/1693340.pdf (accessed 11.08.2020). (In Eng.)
  • Sigmund O. A 99 Line Topology Optimization Code Written in MATLAB. Structural and Multidisciplinary Optimization. 2001; 21:120-127. (In Eng.) DOI: http://dx.doi.org/10.1007/s001580050176
  • Sigmund O., Maute K. Topology Optimization Approaches. Structural and Multidisciplinary Optimization. 2013; 48:1031-1055. (In Eng.) DOI: https://doi.org/10.1007/s00158-013-0978-6
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