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Multi-objective and multi-load topology optimization and experimental validation of homogenized coupled fluid flow and heat transfer and structural stiffness

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Abstract

This work focuses on designing materials for elasticity and coupled fluid flow and heat transfer. The macroscale equations for homogenized elasticity and coupled fluid flow and heat transfer are presented. The topology optimization problem is formulated, its implementation detailed, and the design sensitivities of the homogenized coupled fluid flow and heat transfer problem deduced. Using the Method of Moving Asymptotes, bidimensional periodic cells are optimized for homogenized coupled fluid flow and heat transfer with a multi-load formulation, in which weights are assigned to the longitudinal and transverse components. The effect of the weighting parameter is discussed. A bidimensional periodic cell is optimized for longitudinal and transverse stiffness by means of a Multi-Objective Sequential Quadratic Programming method. The Pareto curve is presented, and the implementation details are discussed. The MOSQP is then used to perform multi-objective optimization of tridimensional cells for longitudinal homogenized coupled fluid flow and heat transfer and both components of homogenized transverse stiffness. Solutions are presented and compared for two Péclet numbers, for conductive and convective dominated regimes, respectively. Selected optimized geometries were produced and their thermo-hydraulic behavior was characterized in an experimental setup designed for this study. An experimental setup was assembled and tested in order to characterize the thermo-hydraulic behavior of periodic media subjected to forced convective heat transfer. Five samples were selected from the topology optimization results to be produced through additive manufacturing and subjected to thermo-hydraulic characterization. Each sample was tested for four mass flow rates and four heat fluxes.

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References

  • Alexandersen J, Aage N, Andreasen C, Sigmund O (2013) Topology optimisation for natural convection problems. Int J Numer Methods Fluids, 1–23

  • Alexandersen J, Sigmund O, Aage N (2015) Topology optimisation of passive coolers for light-emitting diode lamps. 11th world congress on structural and multidisciplinary optimization. Sydney, Australia

  • Allaire G, Brizzi R, Mikelic A, Piatnitski A (2010) Two-scale expansion with drift approach to the Taylor dispersion for reactive transport through porous media. Chem Eng Sci 65(7):2292–2300

    Article  Google Scholar 

  • Andreassen E, Andreasen C (2014) How to determine composite material properties using numerical homogenization. Comput Mater Sci 83:488–495

    Article  Google Scholar 

  • Babuska I (1976) Homogenization and its applications. In B. Hubbard (Ed.), Numerical Solutions of Partial Differential Equations (pp. 89–116). Academic Press

  • Barbarosie C (2003) Shape optimization of periodic structures. Comput Mech 20(3):235–246

    Article  Google Scholar 

  • Barbarosie C, Toader A-M (2012) Optimization of bodies with locally periodic microstructure. Mech Adv Mater Struct 19(4):290–301. https://doi.org/10.1080/15376494.2011.642939

    Article  Google Scholar 

  • Bendsoe M, Sigmund O (2004) Topology optimization theory, methods, and applications. Springer-Verlag, Berlin Heidelberg

    MATH  Google Scholar 

  • Bensoussan A, Lions JL, Papanicolaou G (1978) Asymptotic analysis for periodic structures. Studies in Mathematics and Its Applications, North- Holland Publishing Company, Amsterdam

  • Boomsma K, Poulikakos D, Zwick F (2003) Metal foams as compact high performance heat exchangers. Mech Mater 35(12):1161–1176

    Article  Google Scholar 

  • Borrvall T, Petersson J (2003) Topology optimization of fluids in Stokes flow. Int J Numer Methods Fluids 41(1):77–107

    Article  MathSciNet  Google Scholar 

  • Cheng K-T, Olhoff N (1981) An investigation concerning optimal design of solid elastic plates. Int J Solids Struct 17(3):305–323. https://doi.org/10.1016/0020-7683(81)90065-2

    Article  MathSciNet  MATH  Google Scholar 

  • Coelho PG, Fernandes P, Guedes JM, Rodrigues HC (2008) A hierarchical model for concurrent material and topology optimisation of three-dimensional structures. Struct Multidiscip Optim 35:107–115

    Article  Google Scholar 

  • Coffin P, Maute K (2016) Level set topology optimization of cooling and heating devices using a simplified convection model. Struct Multidiscip Optim 53(5):985–1003

    Article  Google Scholar 

  • Dbouk T (2017) A review about the engineering design of optimal heat transfer systems using topology optimization. Appl Therm Eng 112:841–854

    Article  Google Scholar 

  • Dias M, Guedes J, Flanagan C, Hollister S, Fernandes P (2014) Optimization of scaffold design for bone tissue engineering: a computational and experimental study. Med Eng Phys 36(4):448–457

    Article  Google Scholar 

  • Dilgen CB, Dilgen SB, Fuhrman DR, Sigmund O, Lazarov BS (2018) Topology optimization of turbulent flows. Comput Methods Appl Mech Eng 331:363–393. https://doi.org/10.1016/j.cma.2017.11.029

    Article  MathSciNet  MATH  Google Scholar 

  • Evgrafov A (2006) Topology optimization of slightly compressible fluids. ZAMM 86:46–62

    Article  MathSciNet  Google Scholar 

  • Fliege J, Vaz A (2016) A method for constrained multiobjective optimization based on SQP techniques. SIAM J Optim 26(4):2091–2119

    Article  MathSciNet  Google Scholar 

  • Guedes JM, Kikuchi N (1990) Preprocessing and postprocessing for materials based on the homogenization method with adaptive finite element methods. Comput Methods Appl Mech Eng 83:143–198

    Article  MathSciNet  Google Scholar 

  • Guest J, Prévost J (2006) Optimizing multifunctional materials: design of microstructures for maximized stiffness and fluid permeability. Int J Solids Struct 43(22–23):7028–7047

    Article  Google Scholar 

  • Guest J, Prévost J (2007) Design of maximum permeability material structures. Comput Methods Appl Mech Eng 196(4–6):2007

    MathSciNet  MATH  Google Scholar 

  • Haslinger J, Dvořák J (1995) Optimum composite material design. ESAIM: M2AN 29(6):657–686. Retrieved from. https://doi.org/10.1051/m2an/1995290606571

    Article  MathSciNet  MATH  Google Scholar 

  • Koga A, Lopes E, Villa Nova H, Lima C, Silva E (2013) Development of heat sink device by using topology optimization. Int J Heat Mass Transf 64:759–772

    Article  Google Scholar 

  • Kohn RV, Strang G (1986) Optimal design and relaxation of variational problems, I-II-III. Commun Pure Appl Math 39(1):113–137. https://doi.org/10.1002/cpa.3160390107

    Article  MATH  Google Scholar 

  • Kontoleontos E, Papoutsis-Kiachagias E, Zymaris A, Papadimitriou D, Giannakoglou K (2013) Adjoint-based constrained optimization for viscous flows, including heat transfer. Eng Optim 45(8):941–961

    Article  MathSciNet  Google Scholar 

  • Kreissl S (2012) Topology optimization of flow problems modeled by the incompressible Navier-stokes equations. University of Colorado: Ph.D. Dissertation

  • Kreissl S, Pingen G, Evgrafov A, Maute K (2010) Topology optimization of flexible micro-fluidic devices. Struct Multidiscip Optim 42:495–516

    Article  Google Scholar 

  • Kreissl S, Pingen G, Maute K (2011) Topology optimization for unsteady flow. Int J Numer Methods Eng 87:1229–1253

    Article  MathSciNet  Google Scholar 

  • Lee K (2012) Topology optimization of convective cooling system designs. University of Michigan: Ph.D. Dissertation

  • Marck G (2012) Topological optimization of heat and mass transfer (application to heat exchangers). École Nationale Ssupérieure des Mines de Paris, France: Ph.D. Dissertation

  • Marck GM, Nemer M, Harion JL (2013) Topology optimization of heat and mass transfer problems: laminar flow. Numerical Heat Transfer Part B-Fundamentals, 63(6)508–539

  • Marck G, Privat Y (2014) On some shape and topology optimization problems in conductive and convective heat transfers,. OPT-i 2014, an International Conference on Engineering and Applied Sciences Optimization. Kos Island, Greece

  • Mohammadi B, Pironneau O (2009) Applied shape optimization for fluids. https://doi.org/10.1093/acprof:oso/9780199546909.001.0001

  • Oevelen T, Baelmans M (2014) Application of topology optimization in a conjugate heat transfer problem. OPT-i 2014, an international conference on engineering and applied sciences optimization. Kos Island, Greece

  • Okkels F, Bruus H (2006) Scaling behavior of optimally structured catalytic microfluidic reactors. Phys Rev E 74(017301):1–4

    Google Scholar 

  • Olesen L, Okkels F, Bruus H (2006) A high-level programming-language implementation of topology optimization applied to steady-state Navier-Stokes flow. Int J Numer Methods Eng 65:975–1001

    Article  MathSciNet  Google Scholar 

  • Othmer C (2008) A continuous adjoint formulation for the computation of topological and surface sensitivities of ducted flows. Int J Numer Methods Fluids 58(8):861–877

    Article  MathSciNet  Google Scholar 

  • Othmer C, Volkswagen A (2006) CFD topology and shape optimization with adjoint methods. VDI Fahrzeugund Verkehrstechnik, 13th Internationaler Kongress. Wurzburg

  • Papanicolaou GC (1995) Diffusion in random media. Surveys Appl Math 1:205–253

    Article  MathSciNet  Google Scholar 

  • Pironneau O (1973) On optimum profiles in Stokes flow. J Fluid Mech 59:117–128

    Article  MathSciNet  Google Scholar 

  • Pironneau O (1974) On optimum design in fluid mechanics. J Fluid Mech 64:97–110

    Article  MathSciNet  Google Scholar 

  • Reddy JN (2004) An Introduction to Nonlinear Finite Element Analysis: with applications to heat transfer, fluid mechanics, and solid mechanics. Oxford University Press; 2 edition

  • Reddy J, Gartling D (2010) The finite element method in heat transfer and fluid dynamics (3rd ed.). CRC Press

  • Rubinstein J, Mauri R (1986) Dispersion and convection in porous media. SIAM J Appl Math 46:1018–1023

    Article  MathSciNet  Google Scholar 

  • Sanchez-Palencia E (1980) Non-homogeneous media and vibration theory. In B. springer (Ed.), Lecture Notes in Physics (Vol. 127)

  • Sigmund O (1994a) Design of material structures using topology optimization. Technical University of Denmark: Ph.D. Dissertation

  • Sigmund O (1994b) Materials with prescribed constitutive parameters: an inverse homogenization problem. Int J Solids Struct 31:2313–2329

    Article  MathSciNet  Google Scholar 

  • Sigmund O (1995) Tailoring materials with prescribed elastic properties. Mech Mater 20:351–368

    Article  Google Scholar 

  • Sigmund O (2007) Morphology-based black and white filters for topology optimization. Struct Multidiscip Optim 33:401–424

    Article  Google Scholar 

  • Sigmund O, Torquato S (1997) Design of materials with extreme thermal expansion using a three-phase topology optimization method. J Mech Phys Solids 45:1037–1067

    Article  MathSciNet  Google Scholar 

  • Sigmund O, Torquato S, Aksay IA (1998) On the design of 1–3 piezocomposites using topology optimization. J Mater Res 13:1038–1048

    Article  Google Scholar 

  • Spalart P, Allmaras S (1992) A one-equation turbulence model for aerodynamic flows. AIAA J 1:5–21

    Google Scholar 

  • Svanberg K (1987) The method of moving asymptotes - a new method for structural optimization. Int J Numer Methods Eng 24:359–373

    Article  MathSciNet  Google Scholar 

  • Svanberg K (2007) MMA and GCMMA - two methods for nonlinear optimization, versions September 2007. In Technical report, Optimization and Systems Theory. Sweden

  • Torquato S, Hyun S, Donev A (2002) Multifunctional composites: optimizing microstructures for simultaneous transport of heat and electricity. Phys Rev Lett, 89(26), 266601–1–266601–266604

  • Torquato S, Hyun S, Donev A (2003) Optimal design of manufacturable three-dimensional composites with multifunctional characteristics. J Appl Phys 94:5748–5755

    Article  Google Scholar 

  • Yaji K, Yamada T, Kubo S, Izui K, Nishiwaki S (2015) A topology optimization method for a coupled thermal–fluid problem using level set boundary expressions. Int J Heat Mass Transf 81:878–888

    Article  Google Scholar 

  • Yoon G (2010) Topological design of heat dissipating structure with forced convective heat transfer. J Mech Sci Technol 24(6):1225–1233

    Article  Google Scholar 

  • Yoon G (2012) Topological layout design of electro-fluid-thermal-compliant actuator. Comput Methods Appl Math 209:28–44

    Google Scholar 

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Replication of results

For the results in this paper to be reproduced, a detailed description of the numerical implementation was provided in each section. Furthermore, a derivation of design sensitivities considering the drift velocity was provided. The code can be downloaded at https://github.com/franciscopauloricardo/HomogTop

Funding

The support of the MIT Portugal Program and the funding from the Portuguese Foundation of Science and Technology under the doctoral Grant PD/BD/105932/2014 is gratefully acknowledged.

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Correspondence to Paulo Francisco.

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Francisco, P., Faria, L. & Simões, R. Multi-objective and multi-load topology optimization and experimental validation of homogenized coupled fluid flow and heat transfer and structural stiffness. Struct Multidisc Optim 62, 2571–2598 (2020). https://doi.org/10.1007/s00158-020-02625-0

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  • DOI: https://doi.org/10.1007/s00158-020-02625-0

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