Research and implementation of ontology modeling and retrieval technology of MBD model
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摘要:
针对产品全三维数字化研制中产生的MBD历史建模数据重用性需求,提出了一种基于本体技术的MBD模型知识表达与管理方法,综合考虑几何信息与非几何信息进行检索应用。首先,根据MBD数据集规范性要求,以模型检索为目的,构建本体结构,分为几何信息层与非几何信息层进行具体阐述;其次,根据已构建本体结构,给出几何信息层与非几何信息层相似性对比方法;最终,综合几何信息与非几何信息,实现MBD模型检索。本文方法通过本体技术,将MBD模型数据进行结构化、语义化表达和存储,在此基础上,综合考虑几何信息相似度及非几何信息相似度,进行相似模型检索,实现MBD模型信息重用。
Abstract:An MBD model knowledge representation and management method based on ontology technique is proposed to meet the reuse requirement of MBD history model data designed in the product full three-dimensional digitalization development, and retrival test is done considering geometric and non-geometric information. First, we construct ontology structure based on the normative requirement of MBD dataset and the purpose of model retrieval, and divide it into geometry feature layer and engineering note layer in detail. Second, the similarity comparison method of two layers is given based on the ontology structure. Finally, MBD model retrieval is completed based on geometric and non-geometric information.The proposed method uses the ontology theory as its basis, achieving structural and semantic expression and storage of MBD dataset, and thus it is capable of achieving the reuse of MBD model information by similar model retrival based on both geometric and non-geometric information.
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Key words:
- MBD model /
- ontology /
- geometric /
- non-geometric /
- retrieval
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表 1 工程注释项
Table 1. Engineering note item
编码 标注内容 URL SN00074 产品成型后需经无损探伤,并提供测试报告 http://standards.web.boeing.com/hlgw.cgi?app=BAC & spec=BAC5969 表 2 单一几何信息MBD模型检索
Table 2. Only geometric information concerned MBD model retrieval examples
表 3 MBD模型检索实例
Table 3. MBD model retrieval examples
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[1] ALEMANNI M, DESTEFANIS F, VEZZETTI E.Model-based definition design in the product lifecycle management scenario[J].International Journal of Advanced Manufacturing Technology, 2011, 52(1-4):1-14. doi: 10.1007/s00170-010-2699-y [2] 王宏, 于勇, 印璞, 等.基于关联规则的MBD数据集定义研究与实现[J].北京航空航天大学学报, 2015, 41(12):2377-2383. http://bhxb.buaa.edu.cn/CN/abstract/abstract13656.shtmlWANG H, YU Y, YIN P, et al.Research and implementation of MBD dataset definition based on association rules[J].Journal of Beijing University of Aeronautics and Astronautics, 2015, 41(12):2377-2383(in Chinese). http://bhxb.buaa.edu.cn/CN/abstract/abstract13656.shtml [3] LI M, FUH J Y H, ZHANG Y F, et al.General and partial shape matching approaches on feature-based CAD models to support efficient part retrieval[C]//DETC 2008:Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Informational in Engineering Conference.New York:ASME, 2009:121-130. [4] ZEHTABAN L, ROLLER D.Beyond similarity comparison:Intelligent data retrieval for CAD/CAM designs[J].Computer Aided Design and Application, 2013, 10(5):789-802. doi: 10.3722/cadaps.2013.789-802 [5] 王洪申, 张树生, 白晓亮, 等.三维CAD模型局部结构检索属性图算法[J].计算机辅助设计与图形学学报, 2008, 20(3):316-320. http://www.cnki.com.cn/Article/CJFDTOTAL-JSJF200803008.htmWANG H S, ZHANG S S, BAI X L, et al.A partial retrieval algorithm of 3D CAD models based on attributed graphs[J].Journal of Computer-Aided Design & Computer Graphics, 2008, 20(3):316-320(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-JSJF200803008.htm [6] 张汝珍, 周雄辉.基于集成产品信息模型的设计资源检索算法[J].上海交通大学学报, 2007, 41(8):1248-1251. http://www.cnki.com.cn/Article/CJFDTOTAL-SHJT200708007.htmZHANG R Z, ZHOU X H.A design resource retrieval algorithm based on integrated product information model[J].Journal of Shanghai Jiaotong University, 2007, 41(8):1248-1251(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-SHJT200708007.htm [7] LU W L, QIN Y C, LIU X J, et al.Enriching the semantics of variational geometric constraint data with ontology[J].Computer-Aided Design, 2015, 63:72-85. doi: 10.1016/j.cad.2014.12.008 [8] HORROCKS I.Ontologies and the semantic web[J].Communications of the ACM, 2008, 51(12):58-67. doi: 10.1145/1409360 [9] 秦飞巍.基于语义的异构三维CAD模型检索[D].杭州:浙江大学, 2014:10-20.QIN F W.Semantic based retrieval for heterogeneous 3D CAD models[D].Hangzhou:Zhejiang University, 2014:10-20(in Chinese). [10] BARBAU R, KRIMA S, RACHURI S, et al.OntoSTEP:Enriching product model data using ontologies[J].Computer-Aided Design, 2012, 44(6):575-590. doi: 10.1016/j.cad.2012.01.008 [11] 范玉青.基于模型定义技术及其实施[J].航空制造技术, 2012(6):42-47. http://www.cnki.com.cn/Article/CJFDTOTAL-HKGJ201206008.htmFAN Y Q.Model based definition technology and its practices[J].Aeronautical Manufacturing Technology, 2012(6):42-47(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-HKGJ201206008.htm [12] OSADA R, FUNKHOUSER T, CHAZELLE B, et al.Shape distributions[J].ACM Transactions on Graphics, 2002, 21(4):807-832. doi: 10.1145/571647.571648 [13] LI Z, RASKIN V, RAMANI K.Developing engineering ontololgy for information retrieval[J].Journal of Computing and Information Science in Engineering, 2008, 8(1):011033. https://www.researchgate.net/publication/228611379_Developing_Engineering_Ontology_for_Information_Retrieval [14] TESSIER S, WANG Y.Ontology-based feature mapping and verification between CAD systems[J].Advanced Engineering Informatics, 2013, 27(1):76-92. doi: 10.1016/j.aei.2012.11.008 [15] 陶松桥, 王书亭, 郑坛光, 等.基于非精确图匹配的CAD模型搜索方法[J].计算机辅助设计与图形学学报, 2010, 22(3):545-552. http://www.cnki.com.cn/Article/CJFDTOTAL-JSJF201003029.htmTAO S Q, WANG S T, ZHENG T G, et al.CAD model retrieval based on inexact graph matching[J].Journal of Computer-Aided Design & Computer Graphics, 2010, 22(3):545-552(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-JSJF201003029.htm [16] 黄瑞, 张树生, 白晓亮, 等.融合制造语义的三维CAD模型检索方法[J].计算机集成制造系统, 2013, 19(6):1177-1185. http://www.cnki.com.cn/Article/CJFDTOTAL-JSJJ201306002.htmHUANG R, ZHANG S S, BAI X L, et al.Manufacturing semantics based 3D CAD model retrieval method[J].Computer Intergrated Manufacturing Systems, 2013, 19(6):1177-1185(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-JSJJ201306002.htm [17] 中国机械工业联合会.机械制造工艺基本术语:GB/T4863-2008[S].北京:中国标准出版社, 2009.China Machinery Industry Federation. General teminology of machine-building technology:GB/T 4863-2008[S].Beijing:China Standards Press, 2009(in Chinese).