基于元模型的复杂产品虚拟样机建模方法研究

doi:10.12305/j.issn.1001-506X.2022.05.22

Abstract

Abstract:

With the increasing requirements of digital design quality for complex products in the new technology environment, it is necessary to further improve the modeling efficiency and modeling quality of virtual prototype, and solve the integrated information integration problem of the multidisciplinary model of complex product virtual prototype, so as to realize the design and optimization of complex product system. Taking the complex products widely existing in the aerospace manufacturing field as the object, the meta model, modeling method and multidisciplinary modeling process are studied and analyzed. The multidisciplinary optimization design method and the meta model modeling method are combined, and the virtual prototyping meta model of complex products is established. Then the transformation relationship between the meta model and the disciplinary meta model is constructed, and the multidisciplinary optimization design scheme of virtual prototype is also established.

Key words: complex product, meta model, virtual prototyping, multidisciplinary optimization, modelling

CLC Number:

TP391.9

Luying REN, Qingguo WANG, Qian MA, Haifeng ZHANG, Weiwei XU. Modeling method study for virtual prototyping of complex products based on meta model[J]. Systems Engineering and Electronics, 2022, 44(5): 1609-1614.

Figures/Tables 6

References 26

1	张化照, 陈向东, 牛欣, 等. 基于模块体系的航空航天产品研发流程管理研究[J]. 技术经济, 2010, 29 (10): 1- 5.
	ZHANG H Z , CHEN X D , NIU X , et al. Research on the R&D process management of aerospace products based on module system[J]. Technical Economy, 2010, 29 (10): 1- 5.
2	李伯虎, 柴旭东, 朱文海. 复杂产品协同制造支撑环境技术的研究[J]. 计算机集成制造系统, 2003, 9 (8): 691- 697. doi: 10.3969/j.issn.1006-5911.2003.08.016
	LI B H , CHAI X D , ZHU W H , et al. Research on support environmental technology for collaborative manufacturing of complex products[J]. Computer Integrated Manufacturing Systems, 2003, 9 (8): 691- 697. doi: 10.3969/j.issn.1006-5911.2003.08.016
3	张玲, 王新龙, 肖田元, 等. 虚拟制造中的产品建模技术研究——基于产品定义单元和元建模的产品模型[J]. 机械科学与技术, 2000, 39 (6): 993- 997. doi: 10.3321/j.issn:1003-8728.2000.06.049
	ZHANG L , WANG X L , XIAO T Y , et al. Research on product modeling for VM—PDU & metamodeling centered product model[J]. Mechanical Science and Technology, 2000, 39 (6): 993- 997. doi: 10.3321/j.issn:1003-8728.2000.06.049
4	陈劲, 吴沧澜, 黄建樟, 等. 复杂产品系统开发网络组织及组织能力探索[J]. 研究与发展管理, 2005, 17 (1): 21- 27. doi: 10.3969/j.issn.1004-8308.2005.01.004
	CHEN J , WU C L , HUANG J Z , et al. Exploration of the organization and organizational ability of complex product system development[J]. Research and Development Management, 2005, 17 (1): 21- 27. doi: 10.3969/j.issn.1004-8308.2005.01.004
5	杜平安, 于德江, 岳萍. 虚拟样机技术的技术与方法体系研究[J]. 系统仿真学报, 2007, 19 (15): 3447- 3451. doi: 10.3969/j.issn.1004-731X.2007.15.021
	DU P A , YU D J , YUE P . Research on technology and methodology architecture of virtual prototyping technology[J]. Journal of System Simulation, 2007, 19 (15): 3447- 3451. doi: 10.3969/j.issn.1004-731X.2007.15.021
6	BOHM M R , STONE R B , SZYKMAN S . Enhancing virtual product representations for advanced design repository systems[J]. Journal of Computing and Information Science in Engineering, 2005, 5 (4): 360- 372. doi: 10.1115/1.1884618
7	闫雪锋, 段国林, 姚涛, 等. 复杂产品虚拟样机元建模[J]. 计算机集成制造系统, 2015, 21 (4): 934- 940.
	YAN X F , DUAN G L , YAO T , et al. Meta-modeling for virtual prototyping of complex product[J]. Computer Integrated Manufacturing Systems, 2015, 21 (4): 934- 940.
8	李潭, 李伯虎, 柴旭东, 等. 复杂产品多学科虚拟样机元建模框架[J]. 计算机集成制造系统, 2011, 17 (6): 1178- 1186.
	LI T , LI B H , CHAI X D , et al. Meta modeling framework for complex product multidiscipline virtual prototyping[J]. Computer Integrated Manufacturing Systems, 2011, 17 (6): 1178- 1186.
9	LI T, LIN T Y, CHAI X D, et al. A component-based meta modeling framework for complex product virtual prototype[C]//Proc. of the International Conference on Sustainable Construction Materials and Computer Engineering, 2011: 357-363.
10	李波, 张世英. 基于模糊类推推理的复杂系统定性建模[C]//中国系统工程学会第十一届学术年会, 2000: 362-368.
	LI B, ZHANG S Y. Qualitative modeling based on fuzzy analogical reasoning in complex system[C]//Proc. of the 11th Annual Conference of Systems Engineering Society of China, 2000: 362-368.
11	EYNARD B , GALLET T , NOWAK P , et al. UML based specifications of PDM product structure and workflow[J]. Computers in Industry, 2004, 55 (3): 301- 316. doi: 10.1016/j.compind.2004.08.006
12	王威, 范文慧, 肖田元. 复杂产品多学科协同设计优化建模方法[J]. 系统仿真学报, 2010, 22 (11): 2524- 2527.
	WANG W , FAN W H , XIAO T Y . Multidisciplinary collaborative design optimization modeling method of complex product[J]. Journal of System Simulation, 2010, 22 (11): 2524- 2527.
13	KIM K . A model-driven workflow fragmentation framework for collaborative workflow architectures and systems[J]. Journal of Network and Computer Applications, 2012, 35 (1): 97- 110. doi: 10.1016/j.jnca.2011.03.029
14	ZHANG H M , WANG H W , CHEN D , et al. A model-driven approach to ultidisciplinary collaborative simulation for virtual product development[J]. Advanced Engineering Informatics, 2010, 24 (2): 167- 179. doi: 10.1016/j.aei.2009.07.005
15	WU D L , ZHEN X J , FAN X M , et al. A virtual environment for complex products collaborative assembly operation simulation[J]. Journal of Intelligent Manufacturing, 2012, 23 (3): 821- 833. doi: 10.1007/s10845-010-0438-8
16	闫雪锋, 段国林, 许立新. 复杂产品虚拟样机学科模型的CAD/CAE一体化研究[J]. 计算机集成制造系统, 2017, 23 (10): 2081- 2090.
	YAN X F , DUAN G L , XU L X . CAD/CAE integrated research of discipline model for complex product virtual prototyping[J]. Computer Integrated Manufacturing Systems, 2017, 23 (10): 2081- 2090.
17	俞必强, 杨晓楠, 李威. 基于Isight的多学科随机搜索优化方法[J]. 计算机集成制造系统, 2019, 25 (3): 743- 751.
	YU B Q , YANG X N , LI W . Multidisciplinary stochastic search optimization method based on Isight[J]. Computer Integrated Manufacturing System, 2019, 25 (3): 743- 751.
18	闫喜强, 刘宗政, 杨毅晟. 复杂产品多学科概念设计建模方法研究[J]. 机械设计, 2021, 38 (S1): 104- 108.
	YAN X Q , LIU Z Z , YANG Y S . Research on conceptual design modeling for complex products[J]. Journal of Mechanical Design, 2021, 38 (S1): 104- 108.
19	毛媛, 刘杰, 李伯虎. 基于元模型的复杂系统建横方法研究[J]. 系统仿真学报, 2002, 14 (4): 411- 414. doi: 10.3969/j.issn.1004-731X.2002.04.001
	MAO Y , LIU J , LI B H . Metamodel-based modeling methodology research of complex system[J]. Journal of System Simulation, 2002, 14 (4): 411- 414. doi: 10.3969/j.issn.1004-731X.2002.04.001
20	XIE H . Research on meta-model based data modeling methodology of virtual prototyping[J]. Computer Engineering and Applications, 2006, 42 (6): 99- 101. doi: 10.1007/s10614-006-9021-y
21	WANG G G , SHAN S . Review of metamodeling techniques in support of engineering design optimization[J]. Journal of Mechanical Design, 2007, 129 (4): 415- 426.
22	ZHANG Z Y , LIU J , ZHANG X H . UML modeling for dynamic logistics system based on DEVS[J]. Telkomnika Indonesian Journal of Electrical Engineering, 2013, 11 (4): 2168- 2173.
23	刘钊, 凌闻元. 考虑不确定性的多学科设计优化方法研究综述[J]. 包装工程, 2021, 42 (2): 35- 42.
	LIU Z H , LING W Y . A review of multidisciplinary design optimization methods considering uncertainties[J]. Packaging Engineering, 2021, 42 (2): 35- 42.
24	龚春林. 多学科设计优化技术研究[D]. 西安: 西北工业大学, 2004.
	GONG C L. Research on multidisciplinary design optimization technology[D]. Xi'an: Northwestern University of Technology, 2004.
25	吴宝贵, 黄洪钟, 张旭. 复杂机械产品虚拟样机多学科设计优化研究[J]. 计算机集成制造统, 2006, 12 (11): 1729- 1735.
	WU B G , HUANG H Z , ZHANG X . Multidisciplinary design optimization of virtual prototype for complex mechanical product[J]. Computer Integrated Manufacturing Systems, 2006, 12 (11): 1729- 1735.
26	YAO W , CHEN X Q , LUO W C . Review of uncertainty based multidisciplinary design optimization methods for aerospace vehicles[J]. Progress in Aerospace Sciences, 2011, 47 (6): 450- 479. doi: 10.1016/j.paerosci.2011.05.001

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Modeling method study for virtual prototyping of complex products based on meta model

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