[1]王建涛,顾立志,杜伟文,等.采用欧几里得贴近度的精密车削误差源模糊诊断方法[J].华侨大学学报(自然科学版),2015,36(预先出版):0.
　WAGN Jian-tao,GU Li-zhi,DU Wei-wen,et al.Fuzzy Diagnosis Method of Precision Turning Error Sources Based on the Euclidean Closeness[J].Journal of Huaqiao University(Natural Science),2015,36(预先出版):0.
点击复制

采用欧几里得贴近度的精密车削误差源模糊诊断方法
分享到：

《华侨大学学报（自然科学版）》[ISSN:1000-5013/CN:35-1079/N]

卷:
第36卷
期数:
2015年预先出版
页码:
0
栏目:
出版日期:
2027-07-30

文章信息/Info

Title:
Fuzzy Diagnosis Method of Precision Turning Error Sources Based on the Euclidean Closeness
作者:
王建涛;  顾立志;  杜伟文;  黄燕华;  瞿少魁
华侨大学 机电与自动化学院, 福建 厦门 361021
Author(s):
WAGN Jian-tao;  GU Li-zhi;  DU Wei-wen;  HUANG Yan-hua;  QU Shao-kui
College of Mechanical Engineering and Automation, Huaqiao University, Xiamen 361021, China
关键词:
欧几里得贴近度;  模糊数学;  误差源;  误差建模;  模糊诊断
Keywords:
euclidean closeness;  fuzzy mathematics;  error sources;  error modeling;  fuzzy diagnosis
分类号:
TG502.13
文献标志码:
A
摘要:
提出基于模糊数学原理,采用欧几里得(Euclid)贴近度判别和确定工件加工误差源的方法.加工误差利用模糊子集描述,加工误差源采用语言模糊矢量描述,用7个语言值表达加工误差和加工误差源语言模糊矢量的隶属度;构建加工误差源知识库,得到模糊语言隶属函数的数值表达式,进而得到模糊矩阵;建立加工误差与误差源之间关系的数学模型;计算欧几里得模糊贴近度,结合阈值原则和反向推理,实现加工误差源诊断.以一阶梯轴的加工为例的实验研究表明,该方法对机械加工过程中误差源的诊断准确、快捷.
Abstract:
Based on fuzzy mathematics principle, the method of the Euclidean closeness is put forward to discriminate and determine the machining error sources. The machining errors is described with fuzzy subset and machining error sources are described by language fuzzy vector, and the membership is expressed with seven language value. The knowledge base of machining error sources is constructed, attaining the numeric expression of fuzzy language membership functions, and then fuzzy matrix is obtained. Mathematical model of the relation between machining errors and error sources is established. Then Euclidean fuzzy closeness is calculated to realize the machining error sources diagnosis, combining threshold principle and backward reasoning. An example study of a stepped shaft shows that this method is accurate and fast to machining error sources diagnosis.

参考文献/References:

[1] 龚雯.机械加工误差源模糊智能诊断系统建模研究[J].机械设计与制造,2003(5):36-38
[2] 王帅强.基于进化计算的行为模型自动精化和排序学习方法的研究[D].济南:山东大学,2009:3-13
[3] 任伟建,王重云,康朝海,等.基于神经网络和专家系统的故障诊断技术[J].电器应用,2013,32(15):66-71.
[4] FU Xiao-jin.Novelty analysis and diagnosis system of error sources in machining based on expert system[J].The Chinese Society of Mechanical of Engineers,2007,28(2):225-232.
[5] 卞玉涛,李志华.基于专家系统的故障诊断方法的研究与改进[J].电子设计工程,2013,21(16):83-87.
[6] 朱芳.复杂零件加工过程质量控制理论与方法研究[D].武汉:武汉理工大学,2011:3-21.
[7] 龚雯.用于机械加工误差源诊断的模糊专家系统设计[J].现代制造工程,2005(5):97-100.
[8] 吴常坤.基于SVM和模糊专家系统的机械加工工序质量诊断[J].科技信息,2012(36):433-434.
[9] 谢季坚,刘承平.模糊数学方法及其应用[M].武汉:华中科技大学出版社,2004.
[10] CHEN De-gang,KWONG S,He Qiang.Geometrical interpretation and applications of membership functions with fuzzy rough sets[J]. Fuzzy Sets and Systems,2012,193(16):122-135.
[11] 陈水利,李敬功,王向公.模糊集理论及其应用[J].北京:科学出版社,2009:15-21.
[12] ZENG Li,JIN Nong,ZHOU Shi-yu.Multiple fault signature integration and enhancing for variation source identification in manufacturing processes[J].IIE Transactions,2008,40(10):919-930.
[13] 王秀艳.机械加工误差及提高加工精度分析[J].中国新技术新产品,2012(4):111.
[14] 杜世昌,王猛,奚立峰.多工序加工系统产品尺寸误差传递建模[J].机械工程学报,2011,47(16):143-149.
[15] 刘道玉,江平宇.基于误差传递网络的工序流波动分析[J].机械工程学报,2010,46(2):14-21.
[16] JIAO Yi-bo Jiao,DJURDJANOVIC D.Compensability of errors in product quality in multistage manufacturing processes[J].Journal of Manufacturing Systems,2011,30(4):204-213.
[17] 严子深.基于误差流理论(SOV)的机械加工误差诊断系统研究[D].唐山:河北理工大学,2005:32-36.
[18] 孙惠娟,殷国富,方辉,等.五轴数控机床综合误差建模评价方法研究[J].四川大学学报:工程科学版,2012,44(6):197-202.
[19] LOOSE J P,ZHOU Shi-yu,CEGLAREK D.Variation source identification in manufacturing processes based on relational measurements of key product characteristics[J].Manufacturing Science and Engineering-Transactions of the ASME,2008,130(3):031007(1-11)(doi.org/10.1115/1.2844591).
[20] 龚雯.基于模糊理论的机械加工误差源智能诊断方法研究[J].组合机床与自动化加工技术,2003(9):33-35.

相似文献/References:

[1]洪国彬,吕松林,麦远邦.啤酒质量分析与全面质量管理方法[J].华侨大学学报(自然科学版),1993,14(3):396.[doi:10.11830/ISSN.1000-5013.1993.03.0396]
　Hong Guobin,Lu Songlin,Mai Yuanbang.Quality Analysis of Beer and Total Quality Control of Its Production[J].Journal of Huaqiao University(Natural Science),1993,14(预先出版):396.[doi:10.11830/ISSN.1000-5013.1993.03.0396]
[2]郭玉翠,王励成,钮心忻.一个用于多个实体信任度评估的模糊数学模型[J].华侨大学学报(自然科学版),2009,30(6):637.[doi:10.11830/ISSN.1000-5013.2009.06.0637]
　GUO Yu-cui,WANG Li-cheng,NIU Xin-xin.A Fuzzy Mathematical Model for Trust Evaluation to More Entities[J].Journal of Huaqiao University(Natural Science),2009,30(预先出版):637.[doi:10.11830/ISSN.1000-5013.2009.06.0637]
[3]王建涛,顾立志,杜伟文,等.采用欧几里得贴近度的精密车削误差源模糊诊断方法[J].华侨大学学报(自然科学版),2014,35(4):367.[doi:10.11830/ISSN.1000-5013.2014.04.0367]
　WANG Jian-tao,GU Li-zhi,DU Wei-wen,et al.Fuzzy Diagnosis Method of Precision Turning Error Sources Using the Euclidean Closeness[J].Journal of Huaqiao University(Natural Science),2014,35(预先出版):367.[doi:10.11830/ISSN.1000-5013.2014.04.0367]

备注/Memo

备注/Memo:
收稿日期: 2013-12-19
通信作者: 顾立志(1956-),男,教授,主要从事先进切削加工技术,数字化设计与制造技术的研究.E-mail:gulizhi888@163.com.
基金项目: 教育部博士点科研基金资助项目(20103501110001); 福建省科技计划重点项目(2012H0034); 黑龙江省自然科学基金资助项目(41408721-4-12006/E0511)
更新日期/Last Update: 1900-01-01