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浙江大学学报(工学版)
浙江大学学报(工学版)  2018, Vol. 52 Issue (3): 591-598    DOI: 10.3785/j.issn.1008-973X.2018.03.023
人工智能与图学     
基于模糊推理的飞机结构件平顶筋自动识别方法
周敏1, 郑国磊2, 郑祖杰2
1. 中国农业大学 工学院, 北京 100083;
2. 北京航空航天大学 机械工程及自动化学院, 北京 100191
Automatic recognition method based on fuzzy inference for planar-top rib in aircraft structural parts
ZHOU Min1, ZHENG Guo-lei2, ZHENG Zu-jie2
1. College of Engineering, China Agricultural University, Beijing 100083, China;
2. School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
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摘要：

分析平顶筋的几何、参数和工艺属性并给出平顶筋的表示模型；给出识别原理及识别方法的关键技术，包括：建立结构件模型的属性邻接图，计算结构件计算机辅助设计（CAD）模型中面和边的属性并对图中元素赋值；设计主面识别加权关联规则，运用模糊推理从属性邻接图中提取平顶筋主面；以平顶筋主面为种子面，搜索其他关联特征面；给出方法的实现流程并开发相应的算法，实现飞机结构件平顶筋的自动识别.实例测试及应用表明，该算法是正确且高效的，所识别出的平顶筋能直接映射到后续的加工操作中，用于筋特征数控加工的自动编程.
Abstract:

First, the geometric, parametric, and process attributes of planar-top rib were analyzed; the representation model of the planar-top rib was given. Second, the principle of recognition was introduced as well as the key technologies of the recognized method. The attribute adjacency graph of the structural part model was constructed; the attributes of the faces and edges of the computer-aided-design (CAD) model were calculated to assign the values to elements of the graph. The weighted relative rules for identifying the main face were designed; then the main face of planar-top rib was abstracted from the attribute adjacency graph by fuzzy reasoning method. Other relative feature faces were searched while the main face of planar-top rib was defined as seed face. Finally, the flow chat of this proposed technique was given and the algorithm was implemented to identify the planar-top rib in aircraft structural automatically. According to the test examples and application, the approached recognition method is correct and efficient. Meanwhile, the recognized rib feature by this approach can be applied directly into the successive machining operation for automatic numerical control programming.
收稿日期: 2017-06-15 出版日期: 2018-09-11
CLC:  TP391.7  
基金资助:

中央高校基本科研业务费专项资金资助项目（2017GX001，2017QC028）.
通讯作者: 郑国磊,男,教授.orcid.org/0000-0002-3887-6265.     E-mail: zhengguolei@buaa.edu.cn
作者简介: 周敏(1985-),女,讲师,博士,从事数字化设计与制造方向研究.orcid.org/0000-0002-8569-5846.E-mail:zhoumin2016@cau.edu.cn
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引用本文:

周敏, 郑国磊, 郑祖杰. 基于模糊推理的飞机结构件平顶筋自动识别方法[J]. 浙江大学学报(工学版), 2018, 52(3): 591-598.

ZHOU Min, ZHENG Guo-lei, ZHENG Zu-jie. Automatic recognition method based on fuzzy inference for planar-top rib in aircraft structural parts. JOURNAL OF ZHEJIANG UNIVERSITY (ENGINEERING SCIENCE), 2018, 52(3): 591-598.

链接本文:

http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2018.03.023    或    http://www.zjujournals.com/eng/CN/Y2018/V52/I3/591

[1] LI Y, WANG W, LIU X, et al. Definition and recognition of rib features in aircraft structural part[J].International Journal of Computer Integrated Manufacturing, 2014, 27(1):1-19.
[2] LI Y G,DING Y F,MOU W P, et al. Feature recognition technology for aircraft structural parts based on a holistic attribute adjacency graph[J]. Proceedings of the Institution of Mechanical Engineers,Part B:Journal of Engineering Manufacture,2010,224(2):271-278.
[3] GRAYER A R. The automatic production of machined components starting from a stored geometric description[M]. Cambridge:University of Cambridge, 1975.
[4] KYPRIANOU L K. Shape classification in computer-aided design[D]. Cambridge:University of Cambridge, 1980.
[5] SHEEN B T, YOU C F.Tool Path generation for arbitrary pockets with islands[J]. Journal of Intelligent Manufacturing, 2006, 17:275-283.
[6] MARCHETTA M G, FORRADELLAS R Q. An artificial intelligence planning approach to manufacturing feature recognition[J].Computer-Aided Design, 2010, 42(3):248-256.
[7] YU F F,DU B R,REN W J, et al. Slicing recognition of aircraft integral panel generalized pocket[J]. Chinese Journal of Aeronautics,2008,21(6):585-592.
[8] 于芳芳.飞机整体壁板快速数控加工编程系统关键技术研究与开发[D]. 北京:北京航空航天大学,2008. YU Fang-fang. Research and development of rapid NC machining programming system for aircraft integral panel[D]. Beijing:Beijing University of Aeronautics and Astronautics, 2008.
[9] 施建飞,李迎光,刘旭,等. 基于属性边点图的飞机结构件筋特征识别方法[J]. 计算机集成制造系统,2014,20(3):521-529. SHI Jian-fei, LI Ying-guang, LIU Xu, et al. Rib feature recognition method for aircraft structural parts based on vertex attributed adjacency graph[J].Computer Integrated Manufacturing System, 2014, 20(3):521-529.
[10] 周敏, 郑国磊, 罗智波, 等. 基于约束Delaunay三角剖分的筋特征识别与构建算法[J]. 北京航空航天大学学报, 2016,42(1):201-210. ZHOU Min, ZHENG Guo-lei, LUO Zhi-bo, et al. Algorithm for recognizing and constructing rib feature based on constrained Delaunay triangulation[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016,42(1):201-210.
[11] ZHU H, LIU Y. Abstraction of semantic mid-surface based on rib-feature recognition[C]//ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Boston:ASME, 2015:V01AT02A003.
[12] ZHU H, SHAO Y, LIU Y, et al. Automatic hierarchical mid-surface abstraction of thin-walled model based on rib decomposition[J].Advances in Engineering Software, 2016, 97:60-71.
[13] LAI J Y, WANG M H, SONG P P, et al. Recognition and decomposition of rib features in thin-shell plastic parts for finite element analysis[J].Computer-Aided Design and Applications, 2017:1-16.
[14] 麻芳兰. 智能设计关键技术的研究及其在甘蔗收获机械中的应用[D]. 重庆:重庆大学,2006. MA Fang-lan. Research on the key technologies of intelligent design and application of sugarcane harvester[D]. Chongqing:Chongqing University, 2006.
[15] 闫海兵, 李迎光, 韩雄. 飞机结构件拓扑不固定特征的自动识别[J]. 中国机械工程, 2010, 21(13):1567-1571. YAN Hai-bin, LI Ying-guang, HAN Xiong. Automatic recognition of features with variable topology for aircraft structural parts[J]. China Mechanical Engineering, 2010, 21(13):1567-1571.
[16] 范九伦2002. 加权模糊逻辑真值传播的计算方法[J]. 系统工程理论与实践, 2002,9:15-21. FAN Jiu-lun. A method to compute truth-value propagation in weighed fuzzy logic[J]. System Engineering Theory and Practice, 2002, 9:15-21.
[17] 蔡自兴, 徐光佑. 人工智能及其应用:第5版[M]. 北京:清华大学出版社, 2016:132-133.
[18] 周敏, 郑国磊, 陈树林. 二维图形最狭长包络矩形的求解原理及方法[J]. 图学学报, 2013, 34:46-53. ZHOU Min, ZHENG Guo-lei, CHEN Shu-lin. Thesolution to determine the bounding rectangle with maximum aspect ratio for 2D graphics[J]. Journal of Graphics, 2013, 34:46-53.
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[2] 成敏, 王国瑾. 有理Bézier曲线的多项式逼近新方法[J]. J4, 2009, 43(6): 1020-1025.
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