基于三维形状检索的电极成组分类算法研究与应用

中国机械工程 ›› 2012, Vol. 23 ›› Issue (24): 2942-2946.

基于三维形状检索的电极成组分类算法研究与应用

王华昌;李建军;李志刚

华中科技大学材料成形与模具技术国家重点实验室,武汉,430074

出版日期:2012-12-25 发布日期:2013-01-06
基金资助:
国家科技支撑计划资助项目（2012BAH34F04）
The National Key Technology R&D Program（No. 2012BAH34F04）

#br# Study on Classification Algorithm of Electrode Grouping Based on 3D Model Retrieval and Its Applications

Wang Huachang;Li Jianjun;Li Zhigang

State Key Laboratory of Materials Processing and Die & Mould Technology,Huazhong University of Science and Technology,Wuhan,430074

Online:2012-12-25 Published:2013-01-06
Supported by:
The National Key Technology R&D Program（No. 2012BAH34F04）

摘要/Abstract

摘要：

针对型腔模具电火花成形加工生产中电极数控编程历史知识和经验的重用问题，根据成组技术的原理，提出了基于三维形状检索的电极分类和检索解决方法。其原理是基于电极的三维模型，通过建立在三维极半径曲面矩上的形状特征提取算法，获取电极的形状特征向量，定义闵可夫斯基距离相似性度量算子，自动进行电极类别的划分，进而获取电极标准加工工艺模板。采用形状检索技术来进行电极数控加工工艺分类和检索，可避免人的主观性和片面性，计算速度快，并可获得较高的分类质量和准确的检索结果。


关键词: 电极分类, 三维形状检索, 成组技术, 数控编程

Abstract:

Regarding the problem of reusing the knowledge and experience about electrode NC programming, a resolution method of classification and retrieval of electrode was presented based on 3D model retrieval according to principles of group technology.The main idea was to construct an algorithm for recognizing the form features of
3D model of electrodes by calculating 3D polar radius surface matrix and to acquire a vector of form features, then to define similarity operator of Minkowski distance and to divide
electrodes into different classifications automatically, finally to gain the standard templates of electrode NC processes. The adopted method has several advantages such as avoiding human errors and having a fast speed and gaining high quality of classification and accurate retrieval result.

Key words: electrode classification, 3D model retrieval, group technology, CNC programming

中图分类号:

TH164

王华昌, 李建军, 李志刚. 基于三维形状检索的电极成组分类算法研究与应用[J]. 中国机械工程, 2012, 23(24): 2942-2946.

WANG Hua-Chang, LI Jian-Jun, LI Zhi-Gang. #br# Study on Classification Algorithm of Electrode Grouping Based on 3D Model Retrieval and Its Applications[J]. China Mechanical Engineering, 2012, 23(24): 2942-2946.

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参考文献

[1]刘志东,高长水.电火花加工工艺及应用[M].北京:国防工业出版社,2011:4.
[2]陶建华[1],朱明英[1],张斐[1],刘晓初[1],杨晓琴[1].基于成组技术和可重用技术的模具电极数控编程方法研究[J].机床与液压,2011,39(21):94-97.
[3]宋满仓,王敏杰.基于成组技术的注塑模具标准化体系的研究[J].中国机械工程,2002,13(24):2118-2120.
[4]韩文非,罗党,宁宣熙.成组技术中零件分类的一种新方法[J].成组技术与现代化,2003,20(3):46-48.
[5]Pu Jiantao, Liu Yi, Xin Guyu, et al. 3D Model Re- trieval Based on 2D Slice Similarity Measurements [C]//Proceedings o[ the 2nd International Symposiumon 3D Data Processing, Visualization, and Transmis- sion ( 3DPVT ' 04 ). Thessaloniki, Greece, 2004 : 95 - 101.
[6]Liu Yi, Pu Jiantao, Zha Histogram and Statistical Honghin, et al. Thickness Harmonic Representation :[or 3D Model Retrieval[C]//Proceedings of the 2nd International Symposium on 3D Data Processing, Visualization, and Transmission ( 3DPVT 04 ). Thessaloniki, Greece, 2004 : 896-903.
[7]Vranic D V, Saupe D. Description of 3D--shape Using a Complex Function on the Sphere [C]// Proc. IEEE International Conference on Multimedia and Expo (ICME 2002). Lusanne, Switzerland, 2002 : 177-180.
[8]Novotni M, Klein R. Shaperetrieval Using 3DZernike Descriptors[J]. Computer-- Aided Design, 2004,36 (11) 1047-1062.
[9]李宗民[1,2,3],于广斌[1],刘玉杰[1,2,3],李华[2].三维极半径矩及其在三维模型检索中的应用[J].模式识别与人工智能,2006,19(3):362-367.
[10]吕竹清.基于SVM和形状特征的电极三维模型分类检索的研究[D].华中科技大学,2011:
[11]马丽鹃.基于形状检索的电极分类方法的研究[D].武汉:华中科技大学,2009.
[12]杨淑莹.模式识别与智能计算[M].北京:电子工业出版社,2008.