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Erschienen in: Structural and Multidisciplinary Optimization 5/2016

15.12.2015 | RESEARCH PAPER

A level-set method for steady-state and transient natural convection problems

verfasst von: Peter Coffin, Kurt Maute

Erschienen in: Structural and Multidisciplinary Optimization | Ausgabe 5/2016

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Abstract

This paper introduces a topology optimization method for 2D and 3D, steady-state and transient heat transfer problems that are dominated by natural convection in the fluid phase and diffusion in the solid phase. The geometry of the fluid-solid interface is described by an explicit level set method which allows for both shape and topological changes in the optimization process. The heat transfer in the fluid is modeled by an advection-diffusion equation. The fluid velocity is described by the incompressible Navier-Stokes equations augmented by a Boussinesq approximation of the buoyancy forces. The temperature field in the solid is predicted by a linear diffusion model. The governing equations in both the fluid and solid phases are discretized in space by a generalized formulation of the extended finite element method which preserves the crisp geometry definition of the level set method. The interface conditions at the fluid-solid boundary are enforced by Nitsche’s method. The proposed method is studied for problems optimizing the geometry of cooling devices. The numerical results demonstrate the applicability of the proposed method for a wide spectrum of problems. As the flow may exhibit dynamic instabilities, transient phenomena need to be considered when optimizing the geometry. However, the computational burden increases significantly when the time evolution of the flow fields needs to be resolved.

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Literatur
Zurück zum Zitat Alexandersen J (2011) Topology optimization for convection problems. Bachelor thesis. DTU Mekanik Alexandersen J (2011) Topology optimization for convection problems. Bachelor thesis. DTU Mekanik
Zurück zum Zitat Alexandersen J (2015) Topology optimisation of passive coolers for light-emitting diode lamps. In: Proceedings of the 11th World Congress of Structural and Multidisciplinary Optimisation Alexandersen J (2015) Topology optimisation of passive coolers for light-emitting diode lamps. In: Proceedings of the 11th World Congress of Structural and Multidisciplinary Optimisation
Zurück zum Zitat Alexandersen J, Aage N, Andreasen CS, Sigmund O (2014) Topology optimisation for natural convection problems. Int J Numer Methods Fluids 76(10):699–721MathSciNetCrossRef Alexandersen J, Aage N, Andreasen CS, Sigmund O (2014) Topology optimisation for natural convection problems. Int J Numer Methods Fluids 76(10):699–721MathSciNetCrossRef
Zurück zum Zitat Allaire G, Jouve F, Toader A (2002) A level-set method for shape optimization. Comptes Rendus Mathematique 334(12):1125–1130MathSciNetCrossRefMATH Allaire G, Jouve F, Toader A (2002) A level-set method for shape optimization. Comptes Rendus Mathematique 334(12):1125–1130MathSciNetCrossRefMATH
Zurück zum Zitat Allaire G, Jouve F, Toader AM (2004) Structural optimization using sensitivity analysis and a level-set method. J Comput Phys 194(1):363–393MathSciNetCrossRefMATH Allaire G, Jouve F, Toader AM (2004) Structural optimization using sensitivity analysis and a level-set method. J Comput Phys 194(1):363–393MathSciNetCrossRefMATH
Zurück zum Zitat Amestoy P, Duff I, LExcellent J (1998) MUMPS multifrontal massively parallel solver. Tech. rep., Version 2.0. Technical Report TR/PA/98/02. CERFACS, 42 Ave G. Coriolis, 31057 Toulouse Cedex, France Amestoy P, Duff I, LExcellent J (1998) MUMPS multifrontal massively parallel solver. Tech. rep., Version 2.0. Technical Report TR/PA/98/02. CERFACS, 42 Ave G. Coriolis, 31057 Toulouse Cedex, France
Zurück zum Zitat Bahadur R, Bar-Cohen A (2005) Thermal design and optimization of natural convection polymer pin fin heat sinks. IEEE Trans Compon Packag Technol 28(2):238–246CrossRef Bahadur R, Bar-Cohen A (2005) Thermal design and optimization of natural convection polymer pin fin heat sinks. IEEE Trans Compon Packag Technol 28(2):238–246CrossRef
Zurück zum Zitat Baïri A, Zarco-Pernia E, de María JMG (2014) A review on natural convection in enclosures for engineering applications. The particular case of the parallelogrammic diode cavity. Appl Therm Eng 63(1):304–322CrossRef Baïri A, Zarco-Pernia E, de María JMG (2014) A review on natural convection in enclosures for engineering applications. The particular case of the parallelogrammic diode cavity. Appl Therm Eng 63(1):304–322CrossRef
Zurück zum Zitat Bruns T (2007) Topology optimization of convection-dominated, steady-state heat transfer problems. Int J Heat Mass Transf 50(15–16):2859–2873CrossRefMATH Bruns T (2007) Topology optimization of convection-dominated, steady-state heat transfer problems. Int J Heat Mass Transf 50(15–16):2859–2873CrossRefMATH
Zurück zum Zitat Burger M, Osher SJ (2005) A survey in mathematics for industry a survey on level set methods for inverse problems and optimal design. Euro Jnl of Applied Mathematics 16:263–301MathSciNetCrossRefMATH Burger M, Osher SJ (2005) A survey in mathematics for industry a survey on level set methods for inverse problems and optimal design. Euro Jnl of Applied Mathematics 16:263–301MathSciNetCrossRefMATH
Zurück zum Zitat Coffin P, Maute K (2015) Level set topology optimization of cooling and heating devices using a simplified convection model. Under review in Structural and Multidisciplinary Optimization Coffin P, Maute K (2015) Level set topology optimization of cooling and heating devices using a simplified convection model. Under review in Structural and Multidisciplinary Optimization
Zurück zum Zitat Davis TA (2004) Algorithm 832: Umfpack v4. 3—an unsymmetric-pattern multifrontal method. ACM Trans Math Softw (TOMS) 30(2):196–199MathSciNetCrossRefMATH Davis TA (2004) Algorithm 832: Umfpack v4. 3—an unsymmetric-pattern multifrontal method. ACM Trans Math Softw (TOMS) 30(2):196–199MathSciNetCrossRefMATH
Zurück zum Zitat Deaton JD, Grandhi RV (2014) A survey of structural and multidisciplinary continuum topology optimization: post 2000. Struct Multidiscip Optim 49(1):1–38MathSciNetCrossRef Deaton JD, Grandhi RV (2014) A survey of structural and multidisciplinary continuum topology optimization: post 2000. Struct Multidiscip Optim 49(1):1–38MathSciNetCrossRef
Zurück zum Zitat Dolbow J, Harari I (2009) An efficient finite element method for embedded interface problems. Int J Numer Meth Engng 78:229–252MathSciNetCrossRefMATH Dolbow J, Harari I (2009) An efficient finite element method for embedded interface problems. Int J Numer Meth Engng 78:229–252MathSciNetCrossRefMATH
Zurück zum Zitat Franca LP, Frey SL, Hughes TJ (1992) Stabilized finite element methods: I. application to the advective-diffusive model. Comput Methods Appl Mech Eng 95(2):253–276MathSciNetCrossRefMATH Franca LP, Frey SL, Hughes TJ (1992) Stabilized finite element methods: I. application to the advective-diffusive model. Comput Methods Appl Mech Eng 95(2):253–276MathSciNetCrossRefMATH
Zurück zum Zitat Fries TP, Belytschko T (2006) The intrinsic XFEM: A method for arbitrary discontinuities without additional unkowns. Int J Numer Methods Eng 68:1358–1385CrossRefMATH Fries TP, Belytschko T (2006) The intrinsic XFEM: A method for arbitrary discontinuities without additional unkowns. Int J Numer Methods Eng 68:1358–1385CrossRefMATH
Zurück zum Zitat Fries T, Belytschko T (2010) The extended/generalized finite element method: an overview of the method and its applications. Int J Numer Methods Eng 84(3):253–304MathSciNetMATH Fries T, Belytschko T (2010) The extended/generalized finite element method: an overview of the method and its applications. Int J Numer Methods Eng 84(3):253–304MathSciNetMATH
Zurück zum Zitat Golmon S, Maute K, Dunn ML (2012) Multiscale design optimization of lithium ion batteries using adjoint sensitivity analysis. Int J Numer Methods Eng 92(5):475–494MathSciNetCrossRef Golmon S, Maute K, Dunn ML (2012) Multiscale design optimization of lithium ion batteries using adjoint sensitivity analysis. Int J Numer Methods Eng 92(5):475–494MathSciNetCrossRef
Zurück zum Zitat Iga A, Nishiwaki S, Izui K, Yoshimura M (2009) Topology optimization for thermal conductors considering design-dependent effects, including heat conduction and convection. Int J Heat Mass Transf 52(11–12):2721–2732CrossRefMATH Iga A, Nishiwaki S, Izui K, Yoshimura M (2009) Topology optimization for thermal conductors considering design-dependent effects, including heat conduction and convection. Int J Heat Mass Transf 52(11–12):2721–2732CrossRefMATH
Zurück zum Zitat Khoei AR (2015) Extended finite element method: theory and applications. Wiley Khoei AR (2015) Extended finite element method: theory and applications. Wiley
Zurück zum Zitat Koga AA, Lopes ECC, Villa Nova HF, Lima CRd, Silva ECN (2013) Development of heat sink device by using topology optimization. Int J Heat Mass Transf 64:759–772CrossRef Koga AA, Lopes ECC, Villa Nova HF, Lima CRd, Silva ECN (2013) Development of heat sink device by using topology optimization. Int J Heat Mass Transf 64:759–772CrossRef
Zurück zum Zitat Kontoleontos E, Papoutsis-Kiachagias E, Zymaris A, Papadimitriou D, Giannakoglou K (2013) Adjoint-based constrained topology optimization for viscous flows, including heat transfer. Eng Optim 45(8):941–961MathSciNetCrossRef Kontoleontos E, Papoutsis-Kiachagias E, Zymaris A, Papadimitriou D, Giannakoglou K (2013) Adjoint-based constrained topology optimization for viscous flows, including heat transfer. Eng Optim 45(8):941–961MathSciNetCrossRef
Zurück zum Zitat Kreisselmeier G, Steinhauser R (1979) Systematic control design by optimizing a vector performance index. In: International Federation of Active Contrals Symposium on Computer Aided Design of Control Systems, Zurich, Switzerland Kreisselmeier G, Steinhauser R (1979) Systematic control design by optimizing a vector performance index. In: International Federation of Active Contrals Symposium on Computer Aided Design of Control Systems, Zurich, Switzerland
Zurück zum Zitat Kreissl S, Maute K (2011) Topology optimization for unsteady flow. Int J Numer Methods Eng 87:1229–1253MathSciNetMATH Kreissl S, Maute K (2011) Topology optimization for unsteady flow. Int J Numer Methods Eng 87:1229–1253MathSciNetMATH
Zurück zum Zitat Kreissl S, Maute K (2012) Levelset based fluid topology optimization using the extended finite element method. Struct Multidiscip Optim 46(3):311–326MathSciNetCrossRefMATH Kreissl S, Maute K (2012) Levelset based fluid topology optimization using the extended finite element method. Struct Multidiscip Optim 46(3):311–326MathSciNetCrossRefMATH
Zurück zum Zitat Lang C, Makhija D, Doostan A, Maute K (2014) A simple and efficient preconditioning scheme for heaviside enriched XFEM. Comput Mech 54(5):1357–1374MathSciNetCrossRefMATH Lang C, Makhija D, Doostan A, Maute K (2014) A simple and efficient preconditioning scheme for heaviside enriched XFEM. Comput Mech 54(5):1357–1374MathSciNetCrossRefMATH
Zurück zum Zitat Lee K (2012) Topology optimization of convective cooling system designs. PhD thesis, The University of Michigan Lee K (2012) Topology optimization of convective cooling system designs. PhD thesis, The University of Michigan
Zurück zum Zitat Luo Z, Tong L, Wang MY, Wang S (2007) Shape and topology optimization of compliant mechanisms using a parameterization level set method. J Comput Phys 227(1):680–705MathSciNetCrossRefMATH Luo Z, Tong L, Wang MY, Wang S (2007) Shape and topology optimization of compliant mechanisms using a parameterization level set method. J Comput Phys 227(1):680–705MathSciNetCrossRefMATH
Zurück zum Zitat Makhija D, Maute K (2014) Numerical instabilities in level set topology optimization with the extended finite element method. Struct Multidiscip Optim 49(2):185–197MathSciNetCrossRef Makhija D, Maute K (2014) Numerical instabilities in level set topology optimization with the extended finite element method. Struct Multidiscip Optim 49(2):185–197MathSciNetCrossRef
Zurück zum Zitat Makhija D, Maute K (2015) Level set topology optimization of scalar transport problems. Struct Multidiscip Optim 51(2):267–285MathSciNetCrossRef Makhija D, Maute K (2015) Level set topology optimization of scalar transport problems. Struct Multidiscip Optim 51(2):267–285MathSciNetCrossRef
Zurück zum Zitat Marck G, Nemer M, Harion JL (2013) Topology optimization of heat and mass transfer problems: laminar flow. Numerical Heat Transfer, Part B: Fundamentals 63(6):508–539CrossRefMATH Marck G, Nemer M, Harion JL (2013) Topology optimization of heat and mass transfer problems: laminar flow. Numerical Heat Transfer, Part B: Fundamentals 63(6):508–539CrossRefMATH
Zurück zum Zitat Matsumori T, Kondoh T, Kawamoto A, Nomura T (2013) Topology optimization for fluid–thermal interaction problems under constant input power. Struct Multidiscip Optim 47(4):571–581CrossRefMATH Matsumori T, Kondoh T, Kawamoto A, Nomura T (2013) Topology optimization for fluid–thermal interaction problems under constant input power. Struct Multidiscip Optim 47(4):571–581CrossRefMATH
Zurück zum Zitat McConnell C, Pingen G (2012) Multi-layer, pseudo 3d thermal topology optimization of heat sinks. In: ASME 2012 International Mechanical Engineering Congress and Exposition, American Society of Mechanical Engineers, pp 2381–2392 McConnell C, Pingen G (2012) Multi-layer, pseudo 3d thermal topology optimization of heat sinks. In: ASME 2012 International Mechanical Engineering Congress and Exposition, American Society of Mechanical Engineers, pp 2381–2392
Zurück zum Zitat Moon H, Kim C, Wang S (2004) Reliability-based topology optimization of thermal systems considering convection heat transfer. In: Proceedings of the 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, August 30-September 1, Albany, NY Moon H, Kim C, Wang S (2004) Reliability-based topology optimization of thermal systems considering convection heat transfer. In: Proceedings of the 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, August 30-September 1, Albany, NY
Zurück zum Zitat Morrison AT (1992) Optimization of heat sink fin geometries for heat sinks in natural convection. In: InterSociety Conference on Thermal Phenomena in Electronic Systems, 1992. I-THERM III. IEEE, pp 145–148 Morrison AT (1992) Optimization of heat sink fin geometries for heat sinks in natural convection. In: InterSociety Conference on Thermal Phenomena in Electronic Systems, 1992. I-THERM III. IEEE, pp 145–148
Zurück zum Zitat Nitsche J (1975) Uber ein Variationsprinzip zur Loesung von Dirichlet-Problemen bei Verwendung von Teilraeumen, die keinen Randbedingungen unterworfen sind. Abhandlungen aus dem Mathematischen Seminar der Universitaet Hamburg 36:9–15MathSciNetCrossRef Nitsche J (1975) Uber ein Variationsprinzip zur Loesung von Dirichlet-Problemen bei Verwendung von Teilraeumen, die keinen Randbedingungen unterworfen sind. Abhandlungen aus dem Mathematischen Seminar der Universitaet Hamburg 36:9–15MathSciNetCrossRef
Zurück zum Zitat Pingen G, Waidmann M, Evgrafov A, Maute K (2010) A parametric level-set approach for topology optimization of flow domains. Struct Multidiscip Optim 41(1):117–131MathSciNetCrossRefMATH Pingen G, Waidmann M, Evgrafov A, Maute K (2010) A parametric level-set approach for topology optimization of flow domains. Struct Multidiscip Optim 41(1):117–131MathSciNetCrossRefMATH
Zurück zum Zitat Schott B, Rasthofer U, Gravemeier V, Wall W (2014) A face-oriented stabilized Nitsche-type extended variational multiscale method for incompressible two-phase flow. Int J Numer Methods Eng. doi:10.1002/nme.4789 MathSciNet Schott B, Rasthofer U, Gravemeier V, Wall W (2014) A face-oriented stabilized Nitsche-type extended variational multiscale method for incompressible two-phase flow. Int J Numer Methods Eng. doi:10.​1002/​nme.​4789 MathSciNet
Zurück zum Zitat Seo JH (2009) Optimal design of material microstructure for convective heat transfer in a solid-fluid mixture. PhD thesis, University of Michigan at Ann Arbor Seo JH (2009) Optimal design of material microstructure for convective heat transfer in a solid-fluid mixture. PhD thesis, University of Michigan at Ann Arbor
Zurück zum Zitat Sigmund O, Maute K (2013) Topology optimization approaches: a comparative review. Struct Multidiscip Optim 48(6):1031–1055MathSciNetCrossRef Sigmund O, Maute K (2013) Topology optimization approaches: a comparative review. Struct Multidiscip Optim 48(6):1031–1055MathSciNetCrossRef
Zurück zum Zitat Svanberg K (2002) A class of globally convergent optimization methods based on conservative convex separable approximations. SIAM J Optim 12(2):555–573MathSciNetCrossRefMATH Svanberg K (2002) A class of globally convergent optimization methods based on conservative convex separable approximations. SIAM J Optim 12(2):555–573MathSciNetCrossRefMATH
Zurück zum Zitat Terada K, Asai M, Yamagishi M (2003) Finite cover method for linear and non-linear analyses of heterogeneous solids. Int J Numer Methods Eng 58(9):1321–1346CrossRefMATH Terada K, Asai M, Yamagishi M (2003) Finite cover method for linear and non-linear analyses of heterogeneous solids. Int J Numer Methods Eng 58(9):1321–1346CrossRefMATH
Zurück zum Zitat Tezduyar TE, Mittal S, Ray SE, Shih R (1992) Incompressible flow computations with stabilized bilinear and linear equal-order-interpolation velocity-pressure elements. Comput Methods Appl Mech Eng 95:221–242CrossRefMATH Tezduyar TE, Mittal S, Ray SE, Shih R (1992) Incompressible flow computations with stabilized bilinear and linear equal-order-interpolation velocity-pressure elements. Comput Methods Appl Mech Eng 95:221–242CrossRefMATH
Zurück zum Zitat Touihri R, Hadid HB, Henry D (1999) On the onset of convective instabilities in cylindrical cavities heated from below. i. pure thermal case. Phys Fluids (1994-present) 11(8):2078–2088MathSciNetCrossRefMATH Touihri R, Hadid HB, Henry D (1999) On the onset of convective instabilities in cylindrical cavities heated from below. i. pure thermal case. Phys Fluids (1994-present) 11(8):2078–2088MathSciNetCrossRefMATH
Zurück zum Zitat Tran AB, Yvonnet J, He QC, Toulemonde C, Sanahuja J (2011) A multiple level set approach to prevent numerical artefacts in complex microstructures with nearby inclusions within xfem. Int J Numer Methods Eng 85(11):1436–1459CrossRefMATH Tran AB, Yvonnet J, He QC, Toulemonde C, Sanahuja J (2011) A multiple level set approach to prevent numerical artefacts in complex microstructures with nearby inclusions within xfem. Int J Numer Methods Eng 85(11):1436–1459CrossRefMATH
Zurück zum Zitat van Dijk N, Maute K, Langelaar M, Keulen F (2013) Level-set methods for structural topology optimization: a review. Struct Multidiscip Optim 48(3):437–472MathSciNetCrossRef van Dijk N, Maute K, Langelaar M, Keulen F (2013) Level-set methods for structural topology optimization: a review. Struct Multidiscip Optim 48(3):437–472MathSciNetCrossRef
Zurück zum Zitat Wang MY, Wang X, Guo D (2003) A level set method for structural topology optimization. Comput Methods Appl Mech Eng 192(1–2):227–246MathSciNetCrossRefMATH Wang MY, Wang X, Guo D (2003) A level set method for structural topology optimization. Comput Methods Appl Mech Eng 192(1–2):227–246MathSciNetCrossRefMATH
Zurück zum Zitat Wang S, Wang M (2006) Radial basis functions and level set method for structural topology optimization. Int J Numer Methods Eng 65(12):2060–2090MathSciNetCrossRefMATH Wang S, Wang M (2006) Radial basis functions and level set method for structural topology optimization. Int J Numer Methods Eng 65(12):2060–2090MathSciNetCrossRefMATH
Zurück zum Zitat 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– 888CrossRef 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– 888CrossRef
Zurück zum Zitat Yamada T, Izui K, Nishiwaki S (2011) A level set-based topology optimization method for maximizing thermal diffusivity in problems including design-dependent effects. J Mech Des 133 (3):031,011CrossRef Yamada T, Izui K, Nishiwaki S (2011) A level set-based topology optimization method for maximizing thermal diffusivity in problems including design-dependent effects. J Mech Des 133 (3):031,011CrossRef
Zurück zum Zitat Yin L, Ananthasuresh G (2002) A novel topology design scheme for the multi-physics problems of electro-thermally actuated compliant micromechanisms. Sensors and Actuators A: Physical 97:599–609CrossRef Yin L, Ananthasuresh G (2002) A novel topology design scheme for the multi-physics problems of electro-thermally actuated compliant micromechanisms. Sensors and Actuators A: Physical 97:599–609CrossRef
Zurück zum Zitat Yoon G, Kim Y (2005) The element connectivity parameterization formulation for the topology design optimization of multiphysics systems. Int J Numer Methods Eng 64(12):1649–1677MathSciNetCrossRefMATH Yoon G, Kim Y (2005) The element connectivity parameterization formulation for the topology design optimization of multiphysics systems. Int J Numer Methods Eng 64(12):1649–1677MathSciNetCrossRefMATH
Zurück zum Zitat Yoon GH (2010) Topological design of heat dissipating structure with forced convective heat transfer. J Mech Sci Technol 24:1225–1233CrossRef Yoon GH (2010) Topological design of heat dissipating structure with forced convective heat transfer. J Mech Sci Technol 24:1225–1233CrossRef
Metadaten
Titel
A level-set method for steady-state and transient natural convection problems
verfasst von
Peter Coffin
Kurt Maute
Publikationsdatum
15.12.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Structural and Multidisciplinary Optimization / Ausgabe 5/2016
Print ISSN: 1615-147X
Elektronische ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-015-1377-y

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