材料工程与机械制造

空天结构保形设计: 从几何特征到能量疏导

  • 朱继宏 ,
  • 张亦飞 ,
  • 张亚辉 ,
  • 侯杰 ,
  • 张卫红
展开
  • 西北工业大学 机电学院,西安 710072
.E-mail: zhangwh@nwpu.edu.cn

收稿日期: 2025-01-21

  修回日期: 2025-02-17

  录用日期: 2025-02-28

  网络出版日期: 2025-03-12

基金资助

国家重点研发计划(2022YFB3402200);国家自然科学基金重点基金(92271205)

Shape preserving design of aerospace structure: From geometric feature to energy channeling

  • Jihong ZHU ,
  • Yifei ZHANG ,
  • Yahui ZHANG ,
  • Jie HOU ,
  • Weihong ZHANG
Expand
  • School of Mechanical Engineering,Northwestern Polytechnical University,Xi’an 710072,China

Received date: 2025-01-21

  Revised date: 2025-02-17

  Accepted date: 2025-02-28

  Online published: 2025-03-12

Supported by

National Basic Research Program of China(2022YFB3402200);National Natural Science Foundation of China(92271205)

摘要

新一代航空航天飞行器的快速发展对结构件超强承载、超高精度、极致轻量化等方面提出了更加严苛的要求。面对复杂空天载荷环境,如何在保证结构承载性能的前提下,通过结构设计有效保持关键区域几何和功能形状,是一个典型的保形设计难题。首先,系统综述了基于拓扑优化方法的保形设计相关研究进展,围绕保形思想的产生及其在空天结构设计中的应用展开讨论。随后,深入总结了近年来保形思想在静力学、动力学及多物理场耦合领域的应用,阐明了保形设计的核心在于结构内部能量的协调与疏导。在此基础上,进一步归纳了保形思想在航空航天复杂结构、光机系统结构以及多组件布局优化设计中的实践成果,强调保形思想在系统功能性设计中的重要价值。最后,展望了能量疏导保形思想在跨尺度结构设计、鲁棒性优化设计及复杂空天系统设计等领域的发展与应用前景,为未来相关研究与空天装备研发提供理论参考与技术支持。

本文引用格式

朱继宏 , 张亦飞 , 张亚辉 , 侯杰 , 张卫红 . 空天结构保形设计: 从几何特征到能量疏导[J]. 航空学报, 2025 , 46(6) : 531833 -531833 . DOI: 10.7527/S1000-6893.2025.31833

Abstract

The rapid development of next-generation aerospace vehicles has imposed more stringent requirements on structural components in terms of super-high load-bearing capacity, ultra-high precision, and extreme lightweight design. How to effectively maintain the geometry and functionality of key areas through structural design while ensuring the load-bearing performance under harsh aerospace load environments is a typical shape preserving design problem. Firstly, this paper systematically reviews the research progress related to shape preserving design based on topology optimization method, discussing the origins of the shape preserving concept and its applications in aerospace structural design. Subsequently, the recent applications of shape-preserving concepts in the fields of statics, dynamics, and multi-physics coupling are summarized in depth, clarifying that the core of shape preserving design lies in energy regulation and channeling within the structure. On this basis, the paper further summarizes the practical achievements of shape preserving methods in the optimization design of complex aerospace structures, optical-mechanical systems, and multi-component layouts, emphasizing the significant value of shape preserving ideas in functional system design. Finally, it explores the development and application prospects of shape preserving through energy channeling concepts in fields such as multi-scale structural design, robust optimization, and complex aerospace system design, providing theoretical references and technical support for future related research and equipment development.

参考文献

1 MICHELL A G M. The limits of economy of material in frame structures[J]. Philosophical Magazine1904(47): 589-597.
2 CHENG K T, OLHOFF N. An investigation concerning optimal design of solid elastic plates?[J]. International Journal of Solids and Structures198117(3): 305-323.
3 BENDS?E M P, KIKUCHI N. Generating optimal topologies in structural design using a homogenization method?[J]. Computer Methods in Applied Mechanics and Engineering198871(2): 197-224.
4 BENDS?E M P. Optimal shape design as a material distribution problem?[J]. Structural Optimization19891(4): 193-202.
5 BENDS?E M P, SIGMUND O. Material interpolation schemes in topology optimization[J]. Archive of Applied Mechanics199969(9): 635-654.
6 STOLPE M, SVANBERG K. An alternative interpolation scheme for minimum compliance topology optimization?[J]. Structural and Multidisciplinary Optimization200122(2): 116-124.
7 BENDS?E M P, SIGMUND O. Topology optimization[M]. Berlin: Springer Berlin Heidelberg, 2004: 9-12.
8 XIE Y M, STEVEN G P. A simple evolutionary procedure for structural optimization[J]. Computers & Structures199349(5): 885-896.
9 XIA L, XIA Q, HUANG X, et al. Bi-directional evolutionary structural optimization on advanced structures and materials: A comprehensive review[J]. Archives of Computational Methods in Engineering201825?(2): 437-478.
10 WANG M Y, WANG X, GUO D. A level set method for structural topology optimization[J]. Computer Methods in Applied Mechanics and Engineering2003192(1): 227-246.
11 VAN DIJK N P, MAUTE K, LANGELAAR M, et al. Level-set methods for structural topology optimization: a review?[J]. Structural and Multidisciplinary Optimization201348(3): 437-472.
12 BOURDIN B, CHAMBOLLE A. Design-dependent loads in topology optimization[J]. ESAIM: Control, Optimization and Calculus of Variations20039?(9): 19-48.
13 ZHANG W S, LI D, YUAN J, et al. A new three-dimensional topology optimization method based on moving morphable components (MMCs)?[J]. Computational Mechanics201759(4): 647-665.
14 ZHOU Y, ZHANG W H, ZHU J H, et al. Feature-driven topology optimization method with signed distance function?[J]. Computer Methods in Applied Mechanics and Engineering2016310: 1-32.
15 ZHU J H, ZHANG W H, XIA L. Topology optimization in aircraft and aerospace structures design?[J]. Archives of Computational Methods in Engineering201623(4): 595-622.
16 DUNNING P D, STANFORD B K, KIM H A. Coupled aerostructural topology optimization using a level set method for 3D aircraft wings[J]. Structural and Multidisciplinary Optimization201551(5): 1113-1132.
17 范文杰, 范子杰, 苏瑞意. 汽车车架结构多目标拓扑优化方法研究[J]. 中国机械工程200812: 1505-1508.
  FAN W J, FAN Z J, SU R Y. Research on multi-objective topology optimization on bus chassis frame[J]. China Mechanical Engineering200812: 1505-1508 (in Chinese).
18 FIEDLER K, ROLFE B F, SOUZA T D, et al. Integrated shape and topology optimization-applications in automotive design and manufacturing[J]. SAE International Journal of Materials and Manufacturing201710(3): 385-394.
19 BEGHINI L L, BEGHINI A, KATZ N, et al. Connecting architecture and engineering through structural topology optimization[J]. Engineering Structures201459: 716-726.
20 DEATON J D, GRANDHI R V. A survey of structural and multidisciplinary continuum topology optimization: post 2000[J]. Structural and Multidisciplinary Optimization201449(1): 1-38.
21 ZHU J H, ZHOU H, WANG C, et al. A review of topology optimization for additive manufacturing: Status and challenges?[J]. Chinese Journal of Aeronautics202134(1): 91-110.
22 ZHU J H, BECKERS P, ZHANG W H. On the multi-component layout design with inertial force[J]. Journal of Computational and Applied Mathematics2010234(7): 2222-2230.
23 DíAZ A, SIGMUND O. Checkerboard patterns in layout optimization?[J]. Structural optimization199510(1): 40-45.
24 BOURDIN B. Filters in topology optimization[J]. International Journal for Numerical Methods in Engineering200150(9): 2143-2158.
25 ZHOU M, SHYY Y K, THOMAS H L. Checkerboard and minimum member size control in topology optimization?[J]. Structural and Multidisciplinary Optimization200121(2): 152-158.
26 ZHANG W H, DUYSINX P. Dual approach using a variant perimeter constraint and efficient sub-iteration scheme for topology optimization?[J]. Computers & Structures200381(22): 2173-2181.
27 BENDS?E M P. Optimization of Structural topology, shape, and material[M]. Berlin: Heidelberg: Springer, 1995: 109-112.
28 PETERSSON J, SIGMUND O. Slope constrained topology optimization[J]. International Journal for Numerical Methods in Engineering199841(8): 1417-1434.
29 BERKE L, KHOT N S. Structural optimization using optimality criteria[C]?∥Computer Aided Optimal Design: Structural and Mechanical Systems. Berlin: Springer Berlin Heidelberg, 1987: 271-311.
30 ROZVANY G I N, ZHOU M. The COC algorithm, part Ⅰ: Cross-section optimization or sizing[J]. Computer Methods in Applied Mechanics and Engineering199189(1): 281-308.
31 ZHOU M, ROZVANY G I N. The COC algorithm, Part Ⅱ: Topological, geometrical and generalized shape optimization[J]. Computer Methods in Applied Mechanics and Engineering199189(1): 309-336.
32 HASSANI B, HINTON E. Homogenization and structural topology optimization: Theory, practice and software[M]. London: Springer London, 2012: 72-99.
33 FLEURY C. CONLIN: An efficient dual optimizer based on convex approximation concepts?[J]. Structural Optimization19891(2): 81-89.
34 BOGGS P T, TOLLE J W. Sequential quadratic programming[J]. Acta Numerica19954: 1-51.
35 BRUYNEEL M, FLEURY C. Composite structures optimization using sequential convex programming[J]. Advances in Engineering Software200233(7): 697-711.
36 SVANBERG K. The method of moving asymptotes—a new method for structural optimization[J]. International Journal for Numerical Methods in Engineering198724(2): 359-373.
37 ZILLOBER C. A globally convergent version of the method of moving asymptotes?[J]. Structural Optimization19936(3): 166-174.
38 LIU J, GAYNOR A T, CHEN S, et al. Current and future trends in topology optimization for additive manufacturing[J]. Structural and Multidisciplinary Optimization201857(6): 2457-2483.
39 朱继宏, 周涵, 王创, 等. 面向增材制造的拓扑优化技术发展现状与未来[J]. 航空制造技术202063(10): 24-38.
  ZHU J H, ZHOU H, WANG C, et al. Status and future of topology optimization for additive manufacturing[J]. Aeronautical Manufacturing Technology202063(10): 24-38 (in Chinese).
40 陈小前, 赵勇, 霍森林, 等. 多尺度结构拓扑优化设计方法综述[J]. 航空学报202344(15): 528863.
  CHEN X Q, ZHAO Y, HUO S L, et al. A review of topology optimization design methods for multi-scale structures[J]. Acta Aeronautica et Astronautica Sinica202344(15): 528863 (in Chinese).
41 张卫红, 周涵, 李韶英, 等. 航天高性能薄壁构件的材料-结构一体化设计综述[J]. 航空学报202344(9): 627428.
  ZHANG W H, ZHOU H, LI S Y, et al. Material structure integrated design for high-performance aerospace thin-walled component[J]. Acta Aeronautica et Astronautica Sinica202344(9): 627428 (in Chinese).
42 高强, 王健, 张严, 等. 拓扑优化方法及其在运载工程中的应用与展望[J]. 机械工程学报202460(4): 369-390.
  GAO Q, WANG J, ZHANG Y, et al. Topology optimization approaches and its application and prospect in transportation engineering[J]. Journal of Mechanical Engineering202460(4): 369-390 (in Chinese).
43 ZHU J H, ZHANG W H. Integrated layout design of supports and structures[J]. Computer Methods in Applied Mechanics and Engineering2010199?(9): 557-569.
44 WU J, CLAUSEN A, SIGMUND O. Minimum compliance topology optimization of shell-infill composites for additive manufacturing?[J]. Computer Methods in Applied Mechanics and Engineering2017326: 358-375.
45 PICELLI R, VICENTE W M, PAVANELLO R, et al. Evolutionary topology optimization for natural frequency maximization problems considering acoustic-structure interaction[J]. Finite Elements in Analysis and Design2015106: 56-64.
46 ZARGHAM S, WARD T A, RAMLI R, et al. Topology optimization: a review for structural designs under vibration problems[J]. Structural and Multidisciplinary Optimization201653(6): 1157-1177.
47 GAO T, ZHANG W H, ZHU J H, et al. Topology optimization of heat conduction problem involving design-dependent heat load effect[J]. Finite Elements in Analysis and Design200844(14): 805-813.
48 YAN S, WANG F W, SIGMUND O. On the non-optimality of tree structures for heat conduction[J]. International Journal of Heat and Mass Transfer2018122: 660-680.
49 FANCELLO E A. Topology optimization for minimum mass design considering local failure constraints and contact boundary conditions?[J]. Structural and Multidisciplinary Optimization200632(3): 229-240.
50 吴志学. 基于整体-局部技术的结构形状优化策略[J]. 计算力学学报202138(5): 573-579.
  WU Z X. A strategy for structural shape optimization based on global-local technique[J]. Chinese Journal of Computational Mechanics202138(5): 573-579 (in Chinese).
51 BENDSOE M P, SIGMUND O. Topology optimization: theory, methods, and applications?[M]. Berlin: Springer Berlin Heidelberg, 2013: 1-8.
52 QIAN Z Y, ANANTHASURESH G K. Optimal embedding of rigid objects in the topology design of structures[J]. Mechanics Based Design of Structures and Machines200432(2): 165-193.
53 CLAUSEN A, AAGE N, SIGMUND O. Topology optimization with flexible void area[J]. Structural and Multidisciplinary Optimization201450(6): 927-943.
54 HA S H, GUEST J K. Optimizing inclusion shapes and patterns in periodic materials using discrete object projection?[J]. Structural and Multidisciplinary Optimization201450(1): 65-80.
55 GUEST J K. Optimizing the layout of discrete objects in structures and materials: A projection-based topology optimization approach?[J]. Computer Methods in Applied Mechanics and Engineering2015283: 330-351.
56 LI Q, STEVEN G P, XIE Y M. Displacement minimization of thermoelastic structures by evolutionary thickness design[J]. Computer Methods in Applied Mechanics and Engineering1999179(3): 361-378.
57 MAUTE K, ALLEN M. Conceptual design of aeroelastic structures by topology optimization[J]. Structural and Multidisciplinary Optimization200427(1): 27-42.
58 SAKATA S, ASHIDA F. Perturbation-based successive approximate topology optimization for a displacement minimization problem[J]. Computer Methods in Applied Mechanics and Engineering2009199(1): 148-157.
59 HUANG X, XIE Y M. Evolutionary topology optimization of continuum structures with an additional displacement constraint[J]. Structural and Multidisciplinary Optimization201040(1): 409-416.
60 RONG J H, YI J H. A structural topological optimization method for multi-displacement constraints and any initial topology configuration[J]. Acta Mechanica Sinica201026(5): 735-744.
61 QIAO H T, LIU S T. Topology optimization by minimizing the geometric average displacement[J]. Engineering Optimization201345(1): 1-18.
62 ZUO Z H, XIE Y M. Evolutionary topology optimization of continuum structures with a global displacement control[J]. Computer-Aided Design201456: 58-67.
63 ROZVANY G I N. Difficulties in truss topology optimization with stress, local buckling and system stability constraints[J]. Structural optimization199611(3): 213-217.
64 OHSAKI M, IKEDA K. Stability and optimization of structures: generalized sensitivity analysis?[M]. New York: Springer New York, 2007: 101-114.
65 DUYSINX P, BENDS?E M P. Topology optimization of continuum structures with local stress constraints[J]. International Journal for Numerical Methods in Engineering199843(8): 1453-1478.
66 CHENG G D, GUO X. ε-relaxed approach in structural topology optimization?[J]. Structural Optimization199713(4): 258-266.
67 BRUGGI M. On an alternative approach to stress constraints relaxation in topology optimization[J]. Structural and Multidisciplinary Optimization200836(2): 125-141.
68 BRUGGI M, VENINI P. A mixed FEM approach to stress-constrained topology optimization?[J]. International Journal for Numerical Methods in Engineering200873(12): 1693-1714.
69 XIA L, ZHANG L, XIA Q, et al. Stress-based topology optimization using bi-directional evolutionary structural optimization method[J]. Computer Methods in Applied Mechanics and Engineering2018333: 356-370.
70 YANG R J, CHEN C J. Stress-based topology optimization[J]. Structural Optimization199612(2): 98-105.
71 DUYSINX P, SIGMUND O. New developments in handling stress constraints in optimal material distribution[J]. Engineering Materials Science199898: 4906.
72 隋允康, 彭细荣, 叶红玲. 应力约束全局化处理的连续体结构ICM拓扑优化方法[J]. 工程力学2006(7): 1-7.
  SUI Y K, PENG X R, YE H L. ICM Topology optimization of continuum structure with globalization of stress constraints by ICM method[J]. Engineering Mechanics2006(7): 1-7 (in Chinese).
73 PARíS J, NAVARRINA F, COLOMINAS I, et al. Block aggregation of stress constraints in topology optimization of structures?[J]. Advances in Engineering Software201041(3): 433-441.
74 LE C, NORATO J, BRUNS T, et al. Stress-based topology optimization for continua[J]. Structural and Multidisciplinary Optimization201041(4): 605-620.
75 SURESH K, TAKALLOOZADEH M. Stress-constrained topology optimization: a topological level-set approach[J]. Structural and Multidisciplinary Optimization201348(2): 295-309.
76 SENHORA F V, GIRALDO O, MENEZES I F M, et al. Topology optimization with local stress constraints: a stress aggregation-free approach[J]. Structural and Multidisciplinary Optimization202062(4): 1639-1668.
77 FERRARI F, SIGMUND O. Revisiting topology optimization with buckling constraints[J]. Structural and Multidisciplinary Optimization201959(5): 1401-1415.
78 SEYRANIAN A P, LUND E, OLHOFF N. Multiple eigenvalues in structural optimization problems[J]. Structural Optimization19948(4): 207-227.
79 LEE K, AHN K, YOO J. A novel P-norm correction method for lightweight topology optimization under maximum stress constraints?[J]. Computers & Structures2016171: 18-30.
80 NEVES M M, SIGMUND O, BENDS?E M P. Topology optimization of periodic microstructures with a penalization of highly localized buckling modes?[J]. International Journal for Numerical Methods in Engineering200254(6): 809-834.
81 BRUYNEEL M, COLSON B, REMOUCHAMPS A. Discussion on some convergence problems in buckling optimisation[J]. Structural and Multidisciplinary Optimization200835(2): 181-186.
82 DUNNING P D, OVTCHINNIKOV E, SCOTT J, et al. Level-set topology optimization with many linear buckling constraints using an efficient and robust eigensolver[J]. International Journal for Numerical Methods in Engineering2016107(12): 1029-1053.
83 SIGMUND O. On the design of compliant mechanisms using topology optimization[J]. Mechanics of Structures and Machines199725(4): 493-524.
84 PEDERSEN C B W, BUHL T, SIGMUND O. Topology synthesis of large-displacement compliant mechanisms[J]. International Journal for Numerical Methods in Engineering200150(12): 2683-2705.
85 WANG M Y, CHEN S, WANG X, et al. Design of multimaterial compliant mechanisms using level-set methods[J]. Journal of Mechanical Design2005127(5): 941-956.
86 STANFORD B, BERAN P. Optimal compliant flapping mechanism topologies with multiple load cases[J]. Journal of Mechanical Design2012134: 051007-051017.
87 XIA S H, WANG N F, CHEN B C, et al. Topology optimization of compliant mechanisms including links, supports and material distribution[J]. Computers & Structures2024291: 107210.
88 ZHU B L, ZHANG X M. A new level set method for topology optimization of distributed compliant mechanisms[J]. International Journal for Numerical Methods in Engineering201291(8): 843-871.
89 FRECKER M, ANANTHASURESH G, NISHIWAKI S, et al. Topological synthesis of compliant mechanisms using multi-criteria optimization[J]. Journal of Mechanical Design1997119(2): 238-245.
90 NISHIWAKI S, MIN S, YOO J, et al. Optimal structural design considering flexibility?[J]. Computer Methods in Applied Mechanics and Engineering2001190(34): 4457-4504.
91 ZHU B L, ZHANG X M, FATIKOW S. A multi-objective method of hinge-free compliant mechanism optimization?[J]. Structural and Multidisciplinary Optimization201449(3): 431-440.
92 DU Y X, CHEN L P, LUO Z. Topology synthesis of geometrically nonlinear compliant mechanisms using meshless methods?[J]. Acta Mechanica Solida Sinica200821(1): 51-61.
93 LIU L Y, XING J, YANG Q W, et al. Design of large-displacement compliant mechanisms by topology optimization incorporating modified additive hyper-elasticity technique?[J]. Mathematical Problems in Engineering2017(1): 4679746-11.
94 WANG M Y. Mechanical and geometric advantages in compliant mechanism optimization?[J]. Frontiers of Mechanical Engineering in China20094(3): 229-241.
95 LAU G K, DU H, LIM M K. Use of functional specifications as objective functions in topological optimization of compliant mechanism[J]. Computer Methods in Applied Mechanics and Engineering2001190(34): 4421-4433.
96 ZHU B L, ZHANG X M, ZHANG H C, et al. Design of compliant mechanisms using continuum topology optimization: A review?[J]. Mechanism and Machine Theory2020143: 103622.
97 JUN NAM S, JANG G W, KIM Y Y. The spring-connected rigid block model based automatic synthesis of planar linkage mechanisms: Numerical issues and remedies[J]. Journal of Mechanical Design2012134(5): 051002.
98 KIM S I, KIM Y Y. Topology optimization of planar linkage mechanisms[J]. International Journal for Numerical Methods in Engineering201498(4): 265-286.
99 牛飞, 王博, 程耿东. 基于拓扑优化技术的集中力扩散结构设计[J]. 力学学报201244(3): 528-536.
  NIU F, WANG B, CHENG G D. Optimum topology design of structural part force concentration force transmission[J]. Chinese Journal of Theoretical and Applied Mechanics201244(3): 528-536 (in Chinese).
100 NIU C, ZHANG W H, GAO T. Topology optimization of continuum structures for the uniformity of contact pressures[J]. Structural and Multidisciplinary Optimization201960(1): 185-210.
101 吴曼乔, 朱继宏, 杨开科, 等. 面向压电智能结构精确变形的协同优化设计方法[J]. 力学学报201749(2): 380-389.
  WU M Q, ZHU J H, YANG K K, et al. Integrated layout and topology optimization design of piezoelectric smart structure in accurate shape control[J]. Chinese Journal of Theoretical and Applied Mechanics201749(2): 380-389 (in Chinese).
102 TSAI T D, CHENG C C. Structural design for desired eigenfrequencies and mode shapes using topology optimization[J]. Structural and Multidisciplinary Optimization201347(5): 673-686.
103 ZHU J H, HOU J, ZHANG W H, et al. Structural topology optimization with constraints on multi-fastener joint loads[J]. Structural and Multidisciplinary Optimization201450(4): 561-571.
104 JAMES K A, WAISMAN H. Layout design of a bi-stable cardiovascular stent using topology optimization[J]. Computer Methods in Applied Mechanics and Engineering2016305: 869-890.
105 CAO Y F, ZHU J H, GUO W J, et al. Structure topology optimization method for output loads precise control[J]. SCIENTIA SINICA Physica, Mechanica & Astronomica, 201748: 014606.
106 GAO T, QIU L B, ZHANG W H. Topology optimization of continuum structures subjected to the variance constraint of reaction forces?[J]. Structural and Multidisciplinary Optimization201756(4): 755-765.
107 LIU H, ZHANG W, GAO T. A comparative study of dynamic analysis methods for structural topology optimization under harmonic force excitations?[J]. Structural and Multidisciplinary Optimization201551(6): 1321-1333.
108 PARK K S, CHANG S Y, YOUN S K. Topology optimization of the primary mirror of a multi-spectral camera[J]. Structural and Multidisciplinary Optimization200325(1): 46-53.
109 DüHRING M B, JENSEN J S, SIGMUND O. Acoustic design by topology optimization[J]. Journal of Sound and Vibration2008317(3): 557-575.
110 CHOI J S, YOO J. Simultaneous structural topology optimization of electromagnetic sources and ferromagnetic materials[J]. Computer Methods in Applied Mechanics and Engineering2009198(27): 2111-2121.
111 左孔天, 陈立平, 张云清, 等. 用拓扑优化方法进行热传导散热体的结构优化设计[J]. 机械工程学报200541(4): 13-16.
  ZUO K T, CHEN L P, ZHANG Y Q, et al. Structural optimal design of heat conductive body with topology optimization method[J]. Journal of Mechanical Engineering200541(4): 13-16 (in Chinese).
112 ZHU J H, ZHANG W H, BECKERS P. Integrated layout design of multi-component system[J]. International Journal for Numerical Methods in Engineering200978(6): 631-651.
113 刘涛. 动载荷下组件结构系统的整体优化设计[D]. 西安: 西北工业大学, 2020.
  LIU T. Integrated layout and topology optimization design of multi-component systems under dynamic excitations?[D]. Xi’ an: Northwestern Polytechnical University, 2020 (in Chinese).
114 LING Z, RONGLU X, YI W, et al. Topology optimization of constrained layer damping on plates using Method of Moving Asymptote (MMA) approach[J]. Shock and Vibration201118(1-2): 830793.
115 KIM S Y, MECHEFSKE C K, KIM I Y. Optimal damping layout in a shell structure using topology optimization[J]. Journal of Sound and Vibration2013332(12): 2873-2883.
116 LIU H, ZHANG W H, GAO T. A comparative study of dynamic analysis methods for structural topology optimization under harmonic force excitations?[J]. Structural and Multidisciplinary Optimization201551(6): 1321-1333.
117 TAKEZAWA A, DAIFUKU M, NAKANO Y, et al. Topology optimization of damping material for reducing resonance response based on complex dynamic compliance?[J]. Journal of Sound and Vibration2016365: 230-243.
118 ZHANG J, CHEN Y, ZHAI J, et al. Topological optimization design on constrained layer damping treatment for vibration suppression of aircraft panel via improved Evolutionary Structural Optimization[J]. Aerospace Science and Technology2021112: 106619.
119 MENG F W, ZHU J H, HOU J, et al. Prediction for antiresonant and extremum response frequencies of undamped structures?[J]. AIAA Journal202361(9): 4126-4139.
120 MENG F W, MENG L, WANG J T, et al. Topology optimization for minimum dynamic compliance using an antiresonant frequency constraint[J]. Structural and Multidisciplinary Optimization202467(9): 161.
121 SUN C, WANG W, TIAN X W, et al. Thermal design of composite cold plates by topology optimization[J]. International Journal of Mechanical Sciences2023259: 108594.
122 DBOUK T. A review about the engineering design of optimal heat transfer systems using topology optimization[J]. Applied Thermal Engineering2017112: 841-854.
123 SHA W, XIAO M, WANG Y H, et al. Topology optimization methods for thermal metamaterials: A review[J]. International Journal of Heat and Mass Transfer2024227: 125588.
124 DE KRUIJF N, ZHOU S, LI Q, et al. Topological design of structures and composite materials with multi-objectives[J]. International Journal of Solids and Structures200744(22): 7092-7109.
125 LONG K, WANG X, GU X G. Concurrent topology optimization for minimization of total mass considering load-carrying capabilities and thermal insulation simultaneously[J]. Acta Mechanica Sinica201834(2): 315-326.
126 YANG Q, MENG S H, XIE W H, et al. Effective mitigation of the thermal short and expansion mismatch effects of an integrated thermal protection system through topology optimization[J]. Composites Part B: Engineering2017118: 149-157.
127 YANG Q, GAO B, XU Z Y, et al. Topology optimizations for integrated thermal protection systems considering thermo-mechanical constraints[J]. Applied Thermal Engineering2019150: 995-1001.
128 李帅, 张永存, 刘书田. 考虑瞬态温度和应力约束的承载隔热多功能结构拓扑优化[J]. 力学学报202355(6): 1288-1307.
  LI S, ZHANG Y C, LIU S T. Topology optimization method for integrated thermal protection structure considering transient temperature and stress constraints[J]. Chinese Journal of Theoretical and Applied Mechanics202355(6): 1288-1307 (in Chinese).
129 JOO Y, LEE I, KIM S J. Efficient three-dimensional topology optimization of heat sinks in natural convection using the shape-dependent convection model[J]. International Journal of Heat and Mass Transfer2018127: 32-40.
130 LV Y, LIU S. Topology optimization and heat dissipation performance analysis of a micro-channel heat sink[J]. Meccanica201853(15): 3693-3708.
131 WU S H, ZHANG Y C, LIU S T. Transient thermal dissipation efficiency based method for topology optimization of transient heat conduction structures[J]. International Journal of Heat and Mass Transfer2021170: 121004.
132 TAKEZAWA A, KOBASHI M. Design methodology for porous composites with tunable thermal expansion produced by multi-material topology optimization and additive manufacturing[J]. Composites Part B: Engineering2017131: 21-29.
133 SHA W, HU R, XIAO M, et al. Topology-optimized thermal metamaterials traversing full-parameter anisotropic space?[J]. NPJ Computational Materials20228(1): 1-10.
134 ZHOU H, ZHU J H, WANG C, et al. Optimization design for 3D-braided composite structure under thermo-mechanical load[J]. Structural and Multidisciplinary Optimization202366(8): 193.
135 FAWAZ A, HUA Y, LE Corre S, et al. Topology optimization of heat exchangers: A review[J]. Energy2022252: 124053.
136 JIANG T, CHIREHDAST M. A systems approach to structural topology optimization: Designing optimal connections?[J]. Journal of Mechanical Design1997119(1): 40-47.
137 朱继宏, 张卫红. 多组件系统的综合布局优化设计[C]∥中国力学学会学术大会论文文集. 郑州: 中国力学学会, 2009: 1, 312.
  ZHU J H, ZHANG W H. Integrated comprehensive layout design of multi-component system[C]∥Conference of the Chinese Society of Theoretical and Applied Mechanics. Zhengzhou: Chinese Society of Theoretical and Applied Mechanics, 2009: 1, 312(in Chinese).
138 XIA L, ZHU J H, ZHANG W H, et al. Integrated optimal design of complex multi-component system in three-dimension?[J]. Materials Science Forum2012697-698: 608-613.
139 ZHANG Q, ZHANG W H, ZHU J H, et al. Layout optimization of multi-component structures under static loads and random excitations?[J]. Engineering Structures201243: 120-128.
140 朱继宏, 高欢欢, 张卫红, 等. 航天器整体式多组件结构拓扑优化设计与应用[J]. 航空制造技术2014(14): 26-29.
  ZHU J H, GAO H H, ZHANG W H, et al. Design and applications of topology optimization techniques in aerospace multi-component structures[J]. Aeronautical Manufacturing Technology2014(14): 26-29 (in Chinese).
141 张桥, 张卫红. 有限包络圆族的快速生成方法及其在二维布局优化中的应用[J]. 计算机辅助设计与图形学学报200921(5): 617-625.
  ZHANG Q, ZHANG W H. Efficient construction algorithms of finite circles and their applications to 2D layout optimization[J]. Journal of Computer-Aided Design & Computer Graphics200921(5): 617-625 (in Chinese).
142 张维声, 孙国, 郭旭, 等. 基于水平集描述的结构拓扑与构件布局联合优化新方法[J]. 工程力学201330(7): 22-27.
  ZHANG W S, SUN G, GUO X, et al. A level set-based approach for simultaneous optimization of the structural topology and the layout of embedding structural components[J]. Engineering Mechanics201330(7): 22-27 (in Chinese).
143 ZHANG W S, ZHONG W L, GUO X. Explicit layout control in optimal design of structural systems with multiple embedding components?[J]. Computer Methods in Applied Mechanics and Engineering2015290: 290-313.
144 GAO H H, ZHU J H, ZHANG W H, et al. An improved adaptive constraint aggregation for integrated layout and topology optimization[J]. Computer Methods in Applied Mechanics and Engineering2015289: 387-408.
145 朱继宏, 郭文杰, 张卫红, 等. 多组件结构系统布局拓扑优化中处理组件干涉约束的惩罚函数方法[J]. 航空学报201637(12): 3721-3733.
  ZHU J H, GUO W J, ZHANG W H, et al. A penalty function based method for dealing with overlap constraints in integrated layout and topology optimization design of multi-component systems?[J]. Acta Aeronautica et Astronautica Sinica201637(12): 3721-3733 (in Chinese).
146 ZHU J H, GAO H H, ZHANG W H, et al. A multi-point constraints based integrated layout and topology optimization design of multi-component systems[J]. Structural and Multidisciplinary Optimization201551(2): 397-407.
147 张卫红, 郭文杰, 朱继宏. 部件级多组件结构系统的整体式拓扑布局优化[J]. 航空学报201536(8): 2662-2669.
  ZHANG W H, GUO W J, ZHU J H, et al. Integrated layout and topology optimization design of multi-component systems with assembly units[J]. Acta Aeronautica et Astronautica Sinica201536(8): 2662-2669 (in Chinese).
148 ZHU J H, GUO W J, ZHANG W H, et al. Integrated layout and topology optimization design of multi-frame and multi-component fuselage structure systems?[J]. Structural and Multidisciplinary Optimization201756(1): 21-45.
149 ZHU J H, LI Y, ZHANG W H. Topology optimization with shape preserving design[C]∥The 5th International Conference on Computational Methods. Cambridge: University of Oxford, 2014.
150 ZHU J H, LI Y, ZHANG W H, et al. Shape preserving design with structural topology optimization[J]. Structural and Multidisciplinary Optimization201653(4): 893-906.
151 李昱. 结构保形拓扑优化设计理论与方法研究[D]. 西安: 西北工业大学, 2020.
  LI Y. Shape preserving design theory and method with structural topology optimization[D]. Xi’an: Northwestern Polytechnical University, 2020 (in Chinese).
152 朱继宏, 李昱, 张卫红, 等. 考虑多点保形的结构拓扑优化设计方法[J]. 航空学报201536(2): 518-526.
  ZHU J H, LI Y, ZHANG W H, et al. Structure topology optimization with multi-point shape-preserving constrain[J]. Acta Aeronautica et Astronautica Sinica201536(2): 518-526 (in Chinese).
153 YOON K H, HEO S P, SONG K N, et al. Dynamic impact analysis of the grid structure using multi-point constraint (MPC) equation under the lateral impact load[J]. Computers & Structures200482(23): 2221-2228.
154 AINSWORTH M. Essential boundary conditions and multi-point constraints in finite element analysis[J]. Computer Methods in Applied Mechanics and Engineering2001190(48): 6323-6339.
155 JENDELE L, CERVENKA J. On the solution of multi-point constraints-Application to FE analysis of reinforced concrete structures[J]. Computers & Structures200987(15-16): 970-980.
156 朱继宏, 王林, 李昱, 等. 基于多点自由度约束的方向性保形拓扑优化设计方法[J]. 应用数学和力学201637(10): 999-1012.
  ZHU J H, WANG L, LI Y, et al. A directional shape-preserving topology optimization method with multi-point constraints[J]. Applied Mathematics and Mechanics201637(10): 999-1012 (in Chinese).
157 LI Y, ZHU J H, ZHANG W H, et al. Structural topology optimization for directional deformation behavior design with the orthotropic artificial weak element method[J]. Structural and Multidisciplinary Optimization201857(3): 1251-1266.
158 LI Y, ZHU J H, WANG F W, et al. Shape preserving design of geometrically nonlinear structures using topology optimization[J]. Structural and Multidisciplinary Optimization201959(4): 1033-1051.
159 BUHL T, PEDERSEN C B W, SIGMUND O. Stiffness design of geometrically nonlinear structures using topology optimization[J]. Structural and Multidisciplinary Optimization200019(2): 93-104.
160 LUO Y, WANG M Y, KANG Z. Topology optimization of geometrically nonlinear structures based on an additive hyperelasticity technique[J]. Computer Methods in Applied Mechanics and Engineering2015286: 422-441.
161 WALLIN M, IVARSSON N, TORTORELLI D. Stiffness optimization of non-linear elastic structures?[J]. Computer Methods in Applied Mechanics and Engineering2018330: 292-307.
162 WANG F W, LAZAROV B S, SIGMUND O, et al. Interpolation scheme for fictitious domain techniques and topology optimization of finite strain elastic problems[J]. Computer Methods in Applied Mechanics and Engineering2014276: 453-472.
163 MA Z D, KIKUCHI N, HAGIWARA I. Structural topology and shape optimization for a frequency response problem[J]. Computational Mechanics199313(3): 157-174.
164 PEDERSEN N L. Maximization of eigenvalues using topology optimization?[J]. Structural and Multidisciplinary Optimization200020(1): 2-11.
165 DU J B, OLHOFF N. Topological design of freely vibrating continuum structures for maximum values of simple and multiple eigenfrequencies and frequency gaps[J]. Structural and Multidisciplinary Optimization200734(2): 91-110.
166 OLHOFF N, DU J B. Structural topology optimization with respect to eigenfrequencies of vibration[M]∥Topology Optimization in Structural and Continuum Mechanics. Vienna: Springer, 2014: 275-297.
167 ANDREASSEN E, FERRARI F, SIGMUND O, et al. Frequency response as a surrogate eigenvalue problem in topology optimization[J]. International Journal for Numerical Methods in Engineering2018113(8): 1214-1229.
168 YANG X W, LI Y M. Structural topology optimization on dynamic compliance at resonance frequency in thermal environments?[J]. Structural and Multidisciplinary Optimization201449(1): 81-91.
169 FANG Z P, ZHENG L. Topology optimization for minimizing the resonant response of plates with constrained layer damping treatment[J]. Shock and Vibration20152015(1): 376854.
170 NIU B, HE X M, SHAN Y, et al. On objective functions of minimizing the vibration response of continuum structures subjected to external harmonic excitation[J]. Structural and Multidisciplinary Optimization201857(6): 2291-2307.
171 CASTRO M S, SILVA O M, LENZI A, et al. Shape preserving design of vibrating structures using topology optimization[J]. Structural and Multidisciplinary Optimization201858(3): 1109-1119.
172 OLHOFF N, DU J B. Introductory notes on topological design optimization of vibrating continuum structures[M]?∥Topology Optimization in Structural and Continuum Mechanics. Vienna: Springer, 2014: 259-273.
173 WANG Y L, ZHU J H, LI Y, et al. Shape preserving design with topology optimization for structures under harmonic resonance responses[J]. Structural and Multidisciplinary Optimization202265(5): 145.
174 SILVA O M, NEVES M M, LENZI A. A critical analysis of using the dynamic compliance as objective function in topology optimization of one-material structures considering steady-state forced vibration problems[J]. Journal of Sound and Vibration2019444: 1-20.
175 SILVA O M, NEVES M M, LENZI A. On the use of active and reactive input power in topology optimization of one-material structures considering steady-state forced vibration problems[J]. Journal of Sound and Vibration2020464: 114989.
176 SILVA O M, VALENTINI F, CARDOSO E L. Shape and position preserving design of vibrating structures by controlling local energies through topology optimization[J]. Journal of Sound and Vibration2021515: 116478.
177 NOISEUX D U. Measurement of power flow in uniform beams and plates[J]. The Journal of the Acoustical Society of America197047: 238-247.
178 严济宽. 振动功率流的一般表达式及其测量方法[J]. 噪声与振动控制1987(1): 24-29.
  YAN J K. General expression of vibration power flow and its measurement method[J]. Noise and Vibration Control1987(1): 24-29 (in Chinese).
179 李凯. 基于声强可视化的船舶结构声振能量特性研究[D]. 大连: 大连理工大学, 2011.
  LI K. Study on vibro-acoustic energy flow of ship structure by vibration intensity visualization technique[D]. Dalian: Dalian University of Technology, 2011 (in Chinese).
180 ZHU J H, LI Y, WANG F W, et al. Shape preserving design of thermo-elastic structures considering geometrical nonlinearity[J]. Structural and Multidisciplinary Optimization202061(5): 1787-1804.
181 SIGMUND O. Design of multiphysics actuators using topology optimization-Part I: One-material structures[J]. Computer Methods in Applied Mechanics and Engineering2001190(49): 6577-6604.
182 BRUNS T E, SIGMUND O. Toward the topology design of mechanisms that exhibit snap-through behavior[J]. Computer Methods in Applied Mechanics and Engineering2004193(36): 3973-4000.
183 CHUNG H, AMIR O, KIM H A. Level-set topology optimization considering nonlinear thermoelasticity?[J]. Computer Methods in Applied Mechanics and Engineering2020361: 112735.
184 VON HOERNER S. Design of large steerable antennas[J]. The Astronomical Journal196772: 35.
185 陈树勋, 叶尚辉. 天线结构的严格保型优化设计[J]. 固体力学学报1986(3): 189-197.
  CHEN S X, YE S H. The accurate homologous design and optimization of antenna structure[J]. Chinese Journal of Solid Mechanics1986(3): 189-197 (in Chinese).
186 段宝岩. 天线结构分析、优化与测量[M]. 西安: 西安电子科技大学出版社, 2017: 260-303.
  DUAN B Y. Antenna structure analysis, optimization and measurement[M]. Xi’an: Xidian University Press, 2017: 260-303 (in Chinese).
187 FENG S F, WANG C S, DUAN B Y, et al. Design of tipping structure for 110 m high-precision radio telescope[J]. Acta Astronautica2017141: 50-56.
188 冯树飞. 大型全可动反射面天线结构保型及创新设计研究[D]. 西安: 西安电子科技大学, 2019.
  FENG S F. Study on structural homologous and innovation design for large steerable antennas[D]. Xi’an: Xidian University, 2019 (in Chinese).
189 SHINTANI K, KAWAMURA H, KIMURA T, et al. Multimaterial homologous topology optimization of large telescope structure under multiple elevation conditions[J]. Structural and Multidisciplinary Optimization202467(4): 64.
190 冯树飞, 班友, 连培园, 等. 大型全可动射电望远镜结构设计进展与挑战[J]. 机械工程学报202460(13): 330-344.
  FENG S F, BAN Y, LIAN P Y, et al. Progress and challenges in the structural design of large fully-steerable radio telescopes[J]. Journal of Mechanical Engineering202460(13): 330-344 (in Chinese).
191 CHEN F, ZHU J H, DU X X, et al. Shape preserving topology optimization for structural radar cross section control[J]. Chinese Journal of Aeronautics202235(6): 198-210.
192 王天枢, 林鹏, 董芳, 等. 空间激光通信技术发展现状及展望[J]. 中国工程科学202022(3): 92-99.
  WANG T S, LIN P, DONG F, et al. Progress and prospect of space laser communication technology[J]. Strategic Study of CAE202022(3): 92-99 (in Chinese).
193 刘书田, 胡瑞, 周平, 等. 基于筋板式基结构的大口径空间反射镜构型设计的拓扑优化方法[J]. 光学精密工程201321(7): 1803-1810.
  LIU S T, H R, ZHOU P, et al. Topologic optimization for configuration design of web-skin-type ground structure based large-aperture space mirror[J]. Optics and Precision Engineering201321(7): 1803-1810 (in Chinese).
194 CHEN Y C, HUANG B K, YOU Z T, et al. Optimization of lightweight structure and supporting bipod flexure for a space mirror[J]. Applied Optics201655(36): 10382-10391.
195 HU R, CHEN W J, LI Q H, et al. Design optimization method for additive manufacturing of the primary mirror of a large-aperture space telescope[J]. Journal of Aerospace Engineering201730(3): 04016093.
196 LIU S T, HU R, LI Q H, et al. Topology optimization-based lightweight primary mirror design of a large-aperture space telescope?[J]. Applied Optics201453(35): 8318-8325.
197 KOPPEN S, VAN DER KOLK M, VAN KEMPEN F C M, et al. Topology optimization of multicomponent optomechanical systems for improved optical performance[J]. Structural and Multidisciplinary Optimization201858(3): 885-901.
198 王伟, 王祖铧, 顾原冰, 等. 变形双反射面天线的机电耦合分析方法[J]. 中国科学:物理学 力学 天文学202454(1): 102-111.
  WANG W, WANG Z H, GU Y B, et al. Electromechanical coupling analysis method of deformed dual-reflector antennas[J]. SCIENTIA SINICA Physica, Mechanica & Astronomica, 202454(1): 102-111 (in Chinese).
199 LI Y, XIN X M, KIKUCHI N, et al. Optimal shape and location of piezoelectric materials for topology optimization of flextensional actuators[C]∥Proceedings of the 3rd Annual Conference on Genetic and Evolutionary Computation. 2001: 1085-1090.
200 LI Q, STEVEN G P, XIE Y M. Evolutionary structural optimization for connection topology design of multi‐component systems?[J]. Engineering Computations200118(3/4): 460-479.
201 MA Z D, KIKUCHI N, PIERRE C, et al. Multidomain topology optimization for structural and material designs[J]. Journal of Applied Mechanics200673(4): 565-573.
202 SHAPIRO V. Theory of R-functions and applications: a primer[D]. Cornell: Cornell University, 1991.
203 KANG Z, WANG Y Q. Integrated topology optimization with embedded movable holes based on combined description by material density and level sets[J]. Computer Methods in Applied Mechanics and Engineering2013255: 1-13.
204 XIA L, ZHU J H, ZHANG W H, et al. An implicit model for the integrated optimization of component layout and structure topology[J]. Computer Methods in Applied Mechanics and Engineering2013257: 87-102.
205 ZHU J H, ZHANG W H, BECKERS P, et al. Simultaneous design of components layout and supporting structures using coupled shape and topology optimization technique[J]. Structural and Multidisciplinary Optimization200836(1): 29-41.
206 ZHANG W H, ZHANG Q. Finite-circle method for component approximation and packing design optimization[J]. Engineering Optimization200941(10): 971-987.
207 WANG Y Q, LUO Z, ZHANG X P, et al. Topological design of compliant smart structures with embedded movable actuators[J]. Smart Materials and Structures201423(4): 045024.
208 KANG Z, WANG Y G, WANG Y Q. Structural topology optimization with minimum distance control of multiphase embedded components by level set method?[J]. Computer Methods in Applied Mechanics and Engineering2016306: 299-318.
209 郭文杰, 朱继宏, 罗利龙, 等. 考虑组件保形约束的多组件结构系统布局优化[J]. 航空学报202243(5): 284-298.
  GUO W J, ZHU J H, LUO L L, et al. Integrated layout and topology optimization of multi-component structural systems considering component shape-preserving design constraints[J]. Acta Aeronautica et Astronautica Sinica202243(5): 284-298 (in Chinese).
210 张卫红, 章胜冬, 高彤. 薄壁结构的加筋布局优化设计[J]. 航空学报200930(11): 2126-2131.
  ZHANG W H, ZHANG S D, GAO T. Stiffener layout optimization of thin walled structures?[J]. Acta Aeronautica et Astronautica Sinica200930(11): 2126-2131 (in Chinese).
211 刘磊, 刘杨, 刘书田. 基于拓扑优化的曲面薄壁结构加筋布局与高度协同优化设计方法[J]. 计算力学学报2024: 1-7(优先出版).
  LIU L, LIU C, LIU S T. Topology optimization based method for simultaneous optimal design of stiffener’s and heights of curved thin-wall stiffened structures[J]. Chinese Journal of Computational Mechanics2024: 1-7 (in press) (in Chinese).
212 LI Y, GAO T, ZHOU Q Y, et al. Layout design of thin-walled structures with lattices and stiffeners using multi-material topology optimization[J]. Chinese Journal of Aeronautics202336(4): 496-509.
213 王正焕. 考虑局部保形约束的薄壁加筋结构拓扑优化方法[D]. 大连: 大连理工大学, 2021.
  WANG Z H. Topological optimization of thin-walled stiffened structure considering local shape preserving constraint[D]. Dalian: Dalian University of Technology, 2021 (in Chinese).
214 XIA L, BREITKOPF P. Concurrent topology optimization design of material and structure within FE2 nonlinear multiscale analysis framework[J]. Computer Methods in Applied Mechanics and Engineering2014278: 524-542.
215 WANG Y G, KANG Z. Concurrent two-scale topological design of multiple unit cells and structure using combined velocity field level set and density model[J]. Computer Methods in Applied Mechanics and Engineering2019347: 340-364.
216 WANG C, ZHU J H, ZHANG W H, et al. Concurrent topology optimization design of structures and non-uniform parameterized lattice microstructures[J]. Structural and Multidisciplinary Optimization201858(1): 35-50.
217 WANG C, GU X J, ZHU J H, et al. Concurrent design of hierarchical structures with three-dimensional parameterized lattice microstructures for additive manufacturing[J]. Structural and Multidisciplinary Optimization202061(3): 869-894.
218 YAN J, HU W B, WANG Z H, et al. Size effect of lattice material and minimum weight design[J]. Acta Mechanica Sinica201430(2): 191-197.
219 ZHOU H, ZHU J H, WANG C, et al. Hierarchical structure optimization with parameterized lattice and multiscale finite element method[J]. Structural and Multidisciplinary Optimization202265(1): 39.
220 NAKAZAWA Y, KOGISO N, YAMADA T, et al. Robust topology optimization of thin plate structure under concentrated load with uncertain load position[J]. Journal of Advanced Mechanical Design, Systems, and Manufacturing201610(4): 0057-0057.
221 占金青, 杨新峰, 周程灵, 等. 考虑材料不确定性的多自由度柔顺机构稳健性拓扑优化设计[J/OL]. 计算机辅助设计与图形学学报, (2024-08-21)[2025-02-28]. .
  ZHAN J Q, YANG X F, ZHOU C L, et al. Robust topology optimization design of compliant mechanisms with multiple degrees of freedom considering material uncertainties[J]. Journal of Computer-Aided Design & Computer Graphics, (2024-08-21 [2025-02-28]. (in Chinese).
222 JANSEN M, LOMBAERT G, SCHEVENELS M. Robust topology optimization of structures with imperfect geometry based on geometric nonlinear analysis[J]. Computer Methods in Applied Mechanics and Engineering2015285: 452-467.
223 BAI S, KANG Z. Robust topology optimization for structures under bounded random loads and material uncertainties[J]. Computers & Structures2021252: 106569.
224 杜剑明, 杜宗亮, 刘畅, 等. 基于结构可置信性鲁棒优化算法的离散优化问题研究[J]. 计算力学学报202138(4): 538-548.
  DU J M, DU Z L, LIU C, et al. A study on discrete optimization problem based on confidence structural robust optimization algorithm[J]. Chinese Journal of Computational Mechanics202138(4): 538-548 (in Chinese).
225 YANG B, CHENG C Z, WANG X, et al. Robust reliability-based topology optimization for stress-constrained continuum structures using polynomial chaos expansion[J]. Structural and Multidisciplinary Optimization202366(4): 88.
226 THILLAITHEVAN D, BRUCE P, SANTER M. Robust multiscale optimization accounting for spatially-varying material uncertainties[J]. Structural and Multidisciplinary Optimization202265(2): 40.
文章导航

/