基于谱系聚类的数控机床模块划分系统
|
摘要
为研究开发有效的计算机辅助数控机床模块划分系统,利用AHP以及谱系聚类算法,结合卧式数控车床模块划分的实际,从功能出发阐述了模块划分过程.通过相关度矩阵得到距离矩阵,运用谱系聚类方法对距离矩阵进行聚合,得到划分结果,并在此基础上利用VB以及Matlab开发了数控机床模块划分系统.通过实例设计及结果分析证明该划分系统进行模块划分十分有效、准确且快捷.
Combining with practice of module division of CNC horizontal lathe,the correlation degree matrix w as gotten by computing the correlation degree of sub-functions. The hierarchical clustering method w as used to aggregate the distance matrix and the module division scheme w as obtained. On that basis,the module division system w as developed using the VB and Matlab softw ares. The example design and analysis results show that the division system is effective, rapid and accurate in the module division process.
Combining with practice of module division of CNC horizontal lathe,the correlation degree matrix w as gotten by computing the correlation degree of sub-functions. The hierarchical clustering method w as used to aggregate the distance matrix and the module division scheme w as obtained. On that basis,the module division system w as developed using the VB and Matlab softw ares. The example design and analysis results show that the division system is effective, rapid and accurate in the module division process.
引文
[1]Nevin K,Emin G.An application for modular capability-based ERP software selection using AHP method[J].International Journal of Advanced Manufacturing Technology,2009,42(9/10):1024-1025.
[2]王鹏家,刘永贤,张朝彪,等.基于AHP的数控机床模块划分评价系的研究[J].东北大学学报:自然科学版,2011,32(12):1761-1764.(Wang Peng-jia,Liu Yong-xian,Zhang Chao-biao,et al.Research on module partition evaluation system of the CNC machine tool based on AHP[J].Journal of Northeastern University:Natural Science,2011,32(12):1761-1764.)
[3]高飞,肖刚,潘双夏,等.产品功能模块划分方法[J].机械工程学报,2007,43(5):29-35.(Gao Fei,Xiao Gang,Pan Shuang-xia,et al.Method of product function module partition[J].Journal of Mechanical Engineering,2007,43(5):29-35.)
[4]高羡明,洪军,刘瑞萍,等.多准则数控机床模块谱系聚类的划分方法研究[J].西安交通大学学报,2011,45(5):130-136.(Gao Xian-ming,Hong Jun,Liu Rui-ping,et al.Numerical control machine tool module partition with multi-criteria pedigree clustering method[J].Journal of Xi'an Jiaotong University,2011,45(5):130-136.)
[5]Gershenson J K,Prasad G J,Zhang Y.Product modularity:measures and design methods[J].Journal of Engineering Design,2004,15(1):33-51.
[6]Lee W B,Lay H,Liu Z Z.A fuzzy analytic hierarchy process approach in modular product design[J].Expert Systems,2001,18(1):32-41.
[7]徐泽水.判断矩阵一致性修正的新方法[J].系统工程理论与实践,2000(4):86-89.(Xu Ze-shui.A new method for improving the consistency of judgement matrix[J].System Engineering Theory and Practice,2000(4):86-89.)
[8]Teng X Y,Kong F K,Zhang J T.An approach for module partition of product[J].Key Engineering Materials,2010,419(1):257-258.
[2]王鹏家,刘永贤,张朝彪,等.基于AHP的数控机床模块划分评价系的研究[J].东北大学学报:自然科学版,2011,32(12):1761-1764.(Wang Peng-jia,Liu Yong-xian,Zhang Chao-biao,et al.Research on module partition evaluation system of the CNC machine tool based on AHP[J].Journal of Northeastern University:Natural Science,2011,32(12):1761-1764.)
[3]高飞,肖刚,潘双夏,等.产品功能模块划分方法[J].机械工程学报,2007,43(5):29-35.(Gao Fei,Xiao Gang,Pan Shuang-xia,et al.Method of product function module partition[J].Journal of Mechanical Engineering,2007,43(5):29-35.)
[4]高羡明,洪军,刘瑞萍,等.多准则数控机床模块谱系聚类的划分方法研究[J].西安交通大学学报,2011,45(5):130-136.(Gao Xian-ming,Hong Jun,Liu Rui-ping,et al.Numerical control machine tool module partition with multi-criteria pedigree clustering method[J].Journal of Xi'an Jiaotong University,2011,45(5):130-136.)
[5]Gershenson J K,Prasad G J,Zhang Y.Product modularity:measures and design methods[J].Journal of Engineering Design,2004,15(1):33-51.
[6]Lee W B,Lay H,Liu Z Z.A fuzzy analytic hierarchy process approach in modular product design[J].Expert Systems,2001,18(1):32-41.
[7]徐泽水.判断矩阵一致性修正的新方法[J].系统工程理论与实践,2000(4):86-89.(Xu Ze-shui.A new method for improving the consistency of judgement matrix[J].System Engineering Theory and Practice,2000(4):86-89.)
[8]Teng X Y,Kong F K,Zhang J T.An approach for module partition of product[J].Key Engineering Materials,2010,419(1):257-258.