Abstract
Structural light weighting is vital for increasing energy efficiency and reducing CO2 emissions. Furthermore, for many applications, high heat conductivity is necessary to attain efficient energy transfer while increasing the product stiffness and reducing the weight. In recent years, with the development of 3D printing technology, attention has been directed toward porous materials that greatly contribute to weight reduction. As such, this educational research is aiming toward introducing the methodology of concurrent multiscale topology optimization attaining designs of lightweight, high heat conductive, and stiff porous structures utilizing multi-objective optimization method. The normalized multi-objective function is used in this research to maximize heat conductivity and stiffness. Therefore, the objective criteria are consisting of heat and mechanical compliance minimization. Utilizing the SIMP method, the multiscale sensitivity analysis, and optimization formulation were driven theoretically using adjoint method to reduce the computational cost and presented in a MATLAB code. 2D cases were studied, and a proper Pareto front was attained. The results showed good coupling of the macro and microscale design. The MATLAB code is explained and included in the appendix and it is intended for educational purposes.
References
Abass RS, Ali M Al, Ali M Al (2019) Shape And Topology Optimization Design For Total Hip Joint Implant. In: Proceedings of the World Congress on Engineering
Ajdari A, Nayeb-Hashemi H, Canavan P, Warner G (2008) Effect of defects on elastic–plastic behavior of cellular materials. Mater Sci Eng A 487:558–567
Al Ali M, Shimoda M (2022) Investigation of concurrent multiscale topology optimization for designing lightweight macrostructure with high thermal conductivity. Int J Therm Sci 179:107653. https://doi.org/10.1016/j.ijthermalsci.2022.107653
Allaire G, Jouve F, Toader A-M (2002) A level-set method for shape optimization. Comptes Rendus Math 334:1125–1130
Andreassen E, Andreasen CS (2014) How to determine composite material properties using numerical homogenization. Comput Mater Sci 83:488–495
Andreassen E, Clausen A, Schevenels M (2011) Efficient topology optimization in MATLAB using 88 lines of code. Struct Multidisc Optim 43:1–16
Bartel DL (1969) Optimum design of spatial structures
Bejan A (1997) Constructal-theory network of conducting paths for cooling a heat generating volume. Int J Heat Mass Transf 40:799–816
Benaissa B, Hocine NA, Khatir S (2021) YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification. J Comput Sci 55:101451
Bendsøe MP (1989) Optimal shape design as a material distribution problem. Struct Optim 1:193–202
Bendsoe MP, Guedes JM, Haber RB (1994) An analytical model to predict optimal material properties in the context of optimal structural design
Bendsøe MP, Kikuchi N (1988) Generating optimal topologies in structural design using a homogenization method. Comput Methods Appl Mech Eng 71:197–224
Bourdin B, Chambolle A (2006) The phase-field method in optimal design. In: IUTAM Symposium on Topological Design Optimization of Structures, Machines and Materials. pp 207–215
Burger M, Stainko R (2006) Phase-field relaxation of topology optimization with local stress constraints. SIAM J Control Optim 45:1447–1466
Carpinelli G, Caramia P, Mottola F, Proto D (2014) Exponential weighted method and a compromise programming method for multi-objective operation of plug-in vehicle aggregators in microgrids. Int J Electr Power & Energy Syst 56:374–384
Cenni R, Groth C, Biancolini ME (2015) Structural optimisation using advanced Radial Basis Functions mesh morphing. AIAS 503:2015
Challis VJ (2010) A discrete level-set topology optimization code written in Matlab. Struct Multidisc Optim 41:453–464
Challis VJ, Guest JK, Grotowski JF, Roberts AP (2012) Computationally generated cross-property bounds for stiffness and fluid permeability using topology optimization. Int J Solids Struct 49:3397–3408
Chan ASL (1960) The design of Michell optimum structures
Charrett DE, Rozvany GIN (1972) Extensions of the Prager-Shield theory of optimal plastic design. Int J Non Linear Mech 7:51–64
Chen L, Lu C, Lian H (2020) Acoustic topology optimization of sound absorbing materials directly from subdivision surfaces with isogeometric boundary element methods. Comput Methods Appl Mech Eng 362:112806
Cheng K-T, Olhoff N (1981) An investigation concerning optimal design of solid elastic plates. Int J Solids Struct 17:305–323
Drucker DC, Shield RT (1956) Design for minimum weight.
Duan X-B, Ma Y-C, Zhang R (2008) Shape-topology optimization for Navier-Stokes problem using variational level set method. J Comput Appl Math 222:487–499
Farin G, Hoschek J, Kim M-S (2002) Handbook of computer aided geometric design. Elsevier
Ferrari F, Sigmund O (2020) A new generation 99 line Matlab code for compliance topology optimization and its extension to 3D. Struct Multidisc Optim 62:2211–2228
Fujioka M, Shimoda M, Al Ali M (2021) Shape optimization of periodic-microstructures for stiffness maximization of a macrostructure. Compos Struct 113873
Gersborg-Hansen A, Bendsøe MP, Sigmund O (2006) Topology optimization of heat conduction problems using the finite volume method. Struct Multidisc Optim 31:251–259
Gibson LJ (1989) Modelling the mechanical behavior of cellular materials. Mater Sci Eng A 110:1–36
Gibson LJ, Ashby MF, Schajer GS, Robertson CI (1982) The mechanics of two-dimensional cellular materials. Proc R Soc London A Math Phys Sci 382:25–42
Haftka RT (1981) Techniques for thermal sensitivity analysis. Int J Numer Methods Eng 17:71–80
Hassani B, Hinton E (1998) A review of homogenization and topology optimization I—homogenization theory for media with periodic structure. Comput \& Struct 69:707–717
Hegemier GA, Prager W (1969) On michell trusses. Int J Mech Sci 11:209–215
Hill R (1965) Continuum micro-mechanics of elastoplastic polycrystals. J Mech Phys Solids 13:89–101
Hollister SJ, Kikuchi N (1992) A comparison of homogenization and standard mechanics analyses for periodic porous composites. Comput Mech 10:73–95
Jabbar H, Naguib A (2020) Effect of Unsteady Separation on the Wall Heat Transfer During Interaction of an Axisymmetric Vortex Ring with a Heated Wall. In: APS Division of Fluid Dynamics Meeting Abstracts. pp Y09--007
Jabbar HH, Naguib AM (2019) A computational study of vortex rings interacting with a constant-temperature heated wall. Int J Heat Fluid Flow 76:197–214
Jeyakumar V, Lee GM, Li G (2010) Global optimality conditions for classes of non-convex multi-objective quadratic optimization problems. In: Variational Analysis and Generalized Differentiation in Optimization and Control. Springer, pp 177–186
Juvinall RC (1967) Engineering considerations of stress, strain, and strength. McGraw-hill New York
Kashfi F, Hatami S, Pedram M (2011) Multi-objective optimization techniques for VLSI circuits. In: 2011 12th International Symposium on Quality Electronic Design. pp 1–8
Kim JE, Kim DS, Ma PS, Kim YY (2010) Multi-physics interpolation for the topology optimization of piezoelectric systems. Comput Methods Appl Mech Eng 199:3153–3168
Koski J, Silvennoinen R (1987) Norm methods and partial weighting in multicriterion optimization of structures. Int J Numer Methods Eng 24:1101–1121
Lazarov BS, Sigmund O, Meyer KE, Alexandersen J (2018) Experimental validation of additively manufactured optimized shapes for passive cooling. Appl Energy 226:330–339
Lee BY (1993) Shape sensitivity formulation for axisymmetric thermal conducting solids. Proc Inst Mech Eng Part C J Mech Eng Sci 207:209–216
Li Q, Steven GP, Querin OM, Xie YM (1999) Shape and topology design for heat conduction by evolutionary structural optimization. Int J Heat Mass Transf 42:3361–3371
Li Q, Steven GP, Xie YM, Querin OM (2004) Evolutionary topology optimization for temperature reduction of heat conducting fields. Int J Heat Mass Transf 47:5071–5083
Li Q, Xu R, Liu J (2019) Topology optimization design of multi-scale structures with alterable microstructural length-width ratios. Compos Struct 230:111454. https://doi.org/10.1016/j.compstruct.2019.111454
Lin H, Xu A, Misra A, Zhao R (2020) An ANSYS APDL code for topology optimization of structures with multi-constraints using the BESO method with dynamic evolution rate (DER-BESO). Struct Multidisc Optim 62:2229–2254
Liu L, Yan J, Cheng G (2008) Optimum structure with homogeneous optimum truss-like material. Comput \& Struct 86:1417–1425
Liu P, Kang Z, Luo Y (2020) Two-scale concurrent topology optimization of lattice structures with connectable microstructures. Addit Manuf 36:101427. https://doi.org/10.1016/j.addma.2020.101427
Liu Y, Shimoda M (2014) Parameter-free optimum design method of stiffeners on thin-walled structures. Struct Multidisc Optim 49:39–47
Luo Z, Chen L-P, Yang J, Zhang Y-Q (2006) Multiple stiffness topology optimizations of continuum structures. Int J Adv Manuf Technol 30:203–214
Maxwell JC (1890) The Scientific Papers of James Clerk Maxwell.. University Press
Michell AGM (1904) LVIII. The limits of economy of material in frame-structures. London, Edinburgh, Dublin Philos Mag J Sci 8:589–597
Otomori M, Yamada T, Izui K, Nishiwaki S (2015) Matlab code for a level set-based topology optimization method using a reaction diffusion equation. Struct Multidisc Optim 51:1159–1172
Pardalos PM, Žilinskas A, Žilinskas J (2017) Non-convex multi-objective optimization. Springer
Pélissou C, Baccou J, Monerie Y, Perales F (2009) Determination of the size of the representative volume element for random quasi-brittle composites. Int J Solids Struct 46:2842–2855
Qin Q-H, Yang Q-S (2008) Macro-micro theory on multifield coupling behavior of heterogeneous materials. Springer, Berlin, Germany
Ramos MA, Boix M, Montastruc L, Domenech S (2014) Multiobjective optimization using goal programming for industrial water network design. Ind \& Eng Chem Res 53:17722–17735
Rao GV, Narayanaswami R (1978) Optimization of a conducting cooling fin with a heat sink using optimality criterion. Int J Solids Struct 14:787–793
Rao SS, Freiheit TI (1991) A modified game theory approach to multiobjective optimization
Ringertz UT (1993) On finding the optimal distribution of material properties. Struct Optim 5:265–267
Rodrigues H, Guedes JM, Bendsoe MP (2002) Hierarchical optimization of material and structure. Struct Multidisc Optim 24:1–10
Rozvany GIN, Prager W (1976) Optimal design of partially discretized grillages. J Mech Phys Solids 24:125–136
Sab K, Nedjar B (2005) Periodization of random media and representative volume element size for linear composites. Comptes Rendus Mécanique 333:187–195
Saigal S, Chandra A (1991) Shape sensitivities and optimal configurations for heat diffusion problems: a BEM approach
Shimoda M, Azegami H, Sakurai T (1996) Multiobjective shape optimization of linear elastic structures considering multiple loading conditions: Dealing with mean compliance minimization problems. JSME Int Journal Ser a, Mech Mater Eng 39:407–414
Shimoda M, Azegami H, Sakurai T (1995) Multiobjective shape optimization of linear elastic structures considering multiple loading conditions (dealing with mean compliance minimization problems). Trans Japan Soc Mech Eng Ser A 61:359–366. https://doi.org/10.1299/kikaia.61.359
Sigmund O (2001) A 99 line topology optimization code written in Matlab. Struct Multidisc Optim 21:120–127
Sigmund O (2000) A new class of extremal composites. J Mech Phys Solids 48:397–428
Stampfl J, Fouad H, Seidler S (2004) Fabrication and moulding of cellular materials by rapid prototyping. Int J Mater Prod Technol 21:285–296
Wang C, Zhu JH, Zhang WH (2018) Concurrent topology optimization design of structures and non-uniform parameterized lattice microstructures. Struct Multidisc Optim 58:35–50. https://doi.org/10.1007/s00158-018-2009-0
Wei P, Li Z, Li X, Wang MY (2018) An 88-line MATLAB code for the parameterized level set method based topology optimization using radial basis functions. Struct Multidisc Optim 58:831–849
Wu F, Wang Z, Han J, Pei G (2019) Research on multiobjective topology optimization of diesel engine cylinder block based on analytic hierarchy process. Math Probl Eng 2019:
Wu J, Sigmund O, Groen JP (2021) Topology optimization of multi-scale structures: a review. Struct Multidisc Optim 1–26
Xu B, Xie YM (2015) Concurrent design of composite macrostructure and cellular microstructure under random excitations. Compos Struct 123:65–77
Yan J, Cheng G (2020) Multiscale Optimization and Materials Design. World Scientific
Yan X, Huang X, Sun G, Xie YM (2015) Two-scale optimal design of structures with thermal insulation materials. Compos Struct 120:358–365
Yoon GH, Choi H, Hur S (2018) Multiphysics topology optimization for piezoelectric acoustic focuser. Comput Methods Appl Mech Eng 332:600–623
Yu M, Ruan S, Wang X (2019) Topology optimization of thermal–fluid problem using the MMC-based approach. Struct Multidisc Optim 60:151–165
Yun YB, Nakayama H, Tanino T, Arakawa M (2001) Generation of efficient frontiers in multi-objective optimization problems by generalized data envelopment analysis. Eur J Oper Res 129:586–595
Yvonnet J (2019) Computational Homogenization of Heterogeneous Materials with Finite Elements. Springer
Zhou M, Alexandersen J, Sigmund O, Pedersen CBW (2016) Industrial application of topology optimization for combined conductive and convective heat transfer problems. Struct Multidisc Optim 54:1045–1060
Zhu L, Li N, Childs PRN (2018) Light-weighting in aerospace component and system design. Propuls Power Res 7:103–119
Acknowledgements
A part of this work was supported by a Grant-in-Aid for Scientific Research awarded by the Japan Society for the Promotion of Science (JSPS), KAKEN of Grant Number JP21K03757.
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The concurrent multiscale optimization program consists of code written with MATLAB is included in this manuscript. The main findings of this research can be reproduced by utilizing the relevant formulations and choosing the similar design parameter as used in this work.
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Ali, M.A., Shimoda, M. Toward multiphysics multiscale concurrent topology optimization for lightweight structures with high heat conductivity and high stiffness using MATLAB. Struct Multidisc Optim 65, 207 (2022). https://doi.org/10.1007/s00158-022-03291-0
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DOI: https://doi.org/10.1007/s00158-022-03291-0