机械工程学报 ›› 2024, Vol. 60 ›› Issue (13): 71-80.doi: 10.3901/JME.2024.13.071
肖蜜, 李奇石, 高亮, 沙伟, 黄明喆
收稿日期:2023-10-09
修回日期:2024-03-05
出版日期:2024-07-05
发布日期:2024-08-24
作者简介:肖蜜,男,1987年出生,博士,教授,博士研究生导师。主要研究方向为结构跨尺度拓扑优化设计、力学/热学超材料设计等。E-mail:xiaomi@hust.edu.cn;高亮(通信作者),男,1974年出生,博士,教授,博士研究生导师。主要研究方向为智能优化与机器学习方法在设计制造中的应用等。E-mail:gaoliang@mail.hust.edu.cn
基金资助:XIAO Mi, LI Qishi, GAO Liang, SHA Wei, HUANG Mingzhe
Received:2023-10-09
Revised:2024-03-05
Online:2024-07-05
Published:2024-08-24
摘要: 点阵结构凭借其轻质、快速散热等特点,广泛应用于信息电子、航空航天等领域,提出了一种基于各向异性材料插值的点阵散热结构跨尺度拓扑优化方法。在微观尺度上,设计了添加连接壁的十字型点阵单胞,保证了相邻单胞的连接性,通过旋转单胞使其呈现各向异性的热学属性,并改变其体分比进一步扩大设计空间;在宏观尺度上,以最小化散热柔度为目标、高导热材料体积分数为约束,构建了点阵散热结构拓扑优化模型,基于各向异性材料插值函数快速计算单胞的宏观等效热学属性,同时优化点阵单胞在宏观设计域的分布、点阵单胞的几何参数与旋转角度。最后,结合算例实现了不同边界条件下的点阵散热结构跨尺度拓扑优化。进一步考虑最小化平均温度、最小化温差、最小化最高温度等三类典型热学性能目标,开展跨尺度拓扑优化设计,结果表明提出方法设计的点阵结构具有良好的热学性能。
中图分类号:
肖蜜, 李奇石, 高亮, 沙伟, 黄明喆. 基于各向异性材料插值的点阵散热结构跨尺度拓扑优化[J]. 机械工程学报, 2024, 60(13): 71-80.
XIAO Mi, LI Qishi, GAO Liang, SHA Wei, HUANG Mingzhe. Multiscale Topology Optimization of Lattice Thermal Dissipation Structures Based on Anisotropic Material Interpolation[J]. Journal of Mechanical Engineering, 2024, 60(13): 71-80.
| [1] SIGMUND O. A 99 line topology optimization code written in Matlab[J]. Structural and Multidisciplinary Optimization, 2001, 21:120-127. [2] 付君健, 舒正涛, 田启华, 等. 功能梯度多孔结构拓扑优化的混合水平集方法[J]. 机械工程学报, 2022, 58(17):249-260. FU Junjian, SHU Zhengtao, TIAN Qihua, et al. A hybrid level set method for topology optimization of functionally graded cellular structures[J]. Journal of Mechanical Engineering, 2022, 58(17):249-260. [3] 许洁, 高杰, 肖蜜, 等. 基于等几何拓扑优化的柔性机构设计[J]. 机械工程学报, 2024, 60(1):137-148. XU Jie, GAO Jie, XIAO Mi, et al. Design of compliant mechanisms by topology optimization based on isogeometric analysis[J]. Journal of Mechanical Engineering, 2024, 60(1):137-148. [4] 江和昕, 何智成, 周恩临. 面向增材制造各向异性的结构拓扑与打印方向协同优化[J]. 机械工程学报, 2023, 59(17):220-231. JIANG Hexin, HE Zhicheng, ZHOU Enlin. Simultaneous optimization of structural topology and print direction for additive manufacturing anisotropy[J]. Journal of Mechanical Engineering, 2023, 59(17):220-231. [5] 石岩, 张恒. 面向选区激光熔化增材制造的多孔结构设计与力学性能分析[J]. 机械工程学报, 2023, 59(18):175-185. SHI Yan, ZHANG Heng. Design and mechanical properties analysis of additive manufactured porous structures by selective laser melting[J]. Journal of Mechanical Engineering, 2023, 59(18):175-185. [6] 陈拥平, 高亮, 肖蜜. 基于变密度法的散热结构拓扑优化设计[J]. 计算机集成制造系统, 2018, 24(1): 117-126. CHEN Yongping, GAO Liang, XIAO Mi. Topology optimization design of heat dissipation structures based on variable density method[J]. Computer Integrated Manufacturing Systems, 2018, 24(1):117-126. [7] YU M, RUAN S, WANG X, et al. Topology optimization of thermal-fluid problem using the MMC- based approach[J]. Structural and Multidisciplinary Optimization, 2019, 60(1): 151-165. [8] 杜义贤, 张跃, 付君健, 等. 承载散热一体化的功能梯度多孔结构拓扑优化设计[J]. 计算机辅助设计与图形学学报, 2021, 33(7):1141-1150. DU Yixian, ZHANG Yue, FU Junjian, et al. Topology optimization design of functionally graded cellular structure with integrated load bearing and heat dissipation[J]. Journal of Computer-Aided Design & Computer Graphics, 2021, 33(7):1141-1150. [9] SHA W, XIAO M, ZHANG J, et al. Robustly printable freeform thermal metamaterials[J]. Nature Communications, 2021, 12(1):7228. [10] GROENWOLD A, ETMAN L. A simple heuristic for gray-scale suppression in optimality criterion-based topology optimization[J]. Structural and Multidisciplinary Optimization, 2009, 39(2):217-225. [11] 刘书田, 贺丹. 渐进密度AESO方法及其在热传导结构拓扑优化中的应用[J]. 计算力学学报, 2009, 26(2):151-156. LIU Shutian, HE Dan. Progressive AESO algorithm and application in topology optimization of heat conduction structures[J]. Chinese Journal of Computational Mechanics, 2009, 26(2):151-156. [12] YAN S, WANG F, SIGMUND O. On the non-optimality of tree structures for heat conduction[J]. International Journal of Heat and Mass Transfer, 2018, 122:660-680. [13] TAVAKOLI R, MOHSENI S. Alternating active-phase algorithm for multimaterial topology optimization problems:a 115-line MATLAB implementation[J]. Structural and Multidisciplinary Optimization, 2014, 49(4):621-642. [14] 赵清海, 张洪信, 蒋荣超, 等. 考虑拓扑相关热载荷的散热结构多相材料拓扑优化设计[J]. 中国机械工程, 2020, 31(20):2403-2411. ZHAO Qinghai, ZHANG Hongxin, JIANG Rongchao, et al. Multi-phase material topology optimization design of heat dissipation structures considering topology- dependent heat sources[J]. China Mechanical Engineering, 2020, 31(20):2403-2411. [15] LOHAN D, DEDE E, ALLISON J. A study on practical objectives and constraints for heat conduction topology optimization[J]. Structural and Multidisciplinary Optimization, 2020, 61(2):475-489. [16] ALI M, SHIMODA M. Investigation of concurrent multiscale topology optimization for designing lightweight macrostructure with high thermal conductivity[J]. International Journal of Thermal Sciences, 2022, 179:107653. [17] 黄明喆, 肖蜜, 刘喜亮, 等. 面向散热性能的多孔结构多尺度等几何拓扑优化[J]. 机械工程学报, 2024, 60(1):54-64. HUANG Mingzhe, XIAO Mi, LIU Xiliang, et al. Multiscale isogeometric topology optimization of cellular structures for heat dissipation[J]. Journal of Mechanical Engineering, 2024, 60(1):54-64. [18] DEDE E. Simulation and optimization of heat flow via anisotropic material thermal conductivity[J]. Computational Materials Science, 2010, 50(2):510-515. [19] DEDE E, NOMURA T, LEE J. Thermal-composite design optimization for heat flux shielding, focusing, and reversal[J]. Structural and Multidisciplinary Optimization, 2014, 49(1):59-68. [20] MIN K, OH M, KIM C, et al. Topological design of thermal conductors using functionally graded materials[J]. Finite Elements in Analysis and Design, 2023, 220:103947. [21] LEE J, YOO J, MIN S, et al. Topology optimization of anisotropic magnetic composites in actuators using homogenization design method[J]. Structural and Multidisciplinary Optimization, 2019, 60:1423-1436. [22] KIM D, LEE J, NOMURA T, et al. Topology optimization of functionally graded anisotropic composite structures using homogenization design method[J]. Computer Methods in Applied Mechanics and Engineering, 2020, 369:113220. [23] ANDREASSEN E, ANDREASEN C. How to determine composite material properties using numerical homogenization[J]. Computational Materials Science, 2014, 83:488-495. [24] GROEN J, SIGMUND O. Homogenization-based topology optimization for high-resolution manufacturable microstructures[J]. International Journal for Numerical Methods in Engineering, 2018, 113(8):1148-1163. [25] 杜义贤, 尹鹏, 李荣, 等. 兼具吸能和承载特性的梯度结构宏细观跨尺度拓扑优化设计[J]. 机械工程学报, 2020, 56(7):171-180. DU Yixian, YIN Peng, LI Rong, et al. Macro and micro trans-scale topological optimization design of gradient structure with both energy absorption and load-bearing characteristics[J]. Journal of Mechanical Engineering, 2020, 56(7):171-180. [26] SVANBERG K. The method of moving asymptotes-a new method for structural optimization[J]. International Journal for Numerical Methods in Engineering, 2010, 24(2):359-373. [27] ZUO T, WANG C, HAN H, et al. Explicit 2D topological control using SIMP and MMA in structural topology optimization[J]. Structural and Multidisciplinary Optimization, 2022, 65(10):293. [28] BENDSØE M, SIGMUND O. Topology optimization: Theory, methods, and applications[M]. Springer Science & Business Media, 2003. [29] XIAO M, LIU X, ZHANG Y, et al. Design of graded lattice sandwich structures by multiscale topology optimization[J]. Computer Methods in Applied Mechanics and Engineering, 2021, 384:113949. |
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