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复合加工机床立柱动态特性分析及优化
引用本文:孙晓俊,黄筱调,于春建,丁爽. 复合加工机床立柱动态特性分析及优化[J]. 机床与液压, 2017, 45(19): 157-161. DOI: 10.3969/j.issn.1001-3881.2017.19.033
作者姓名:孙晓俊  黄筱调  于春建  丁爽
作者单位:南京工业大学机械与动力工程学院,江苏南京,210009
基金项目:"高档数控机床与基础制造装备" 国家科技重大专项
摘    要:在采用UG对机床立柱进行参数化建模的基础上,使用ANSYS的Workbench模块对立柱进行模态分析,发现立柱一阶模态频率较低。然后通过对立柱尺寸参数进行灵敏度分析,得到对立柱一阶模态频率和质量影响较大的尺寸参数,并通过改变这些参数获得不同尺寸下立柱的特性。以此建立神经网络模型,得到立柱尺寸与其一阶模态频率和质量的对应关系。再使用遗传算法以不同的优化目标进行优化,并比较结果。最后得到合适的优化方案。

关 键 词:立柱  模态分析  神经网络  多目标优化

Dynamic Properties Analysis and Optimization of Complex Machining Machine Tool Stand Column
SUN Xiaojun,HUANG Xiaotiao,YU Chunjian,DING Shuang. Dynamic Properties Analysis and Optimization of Complex Machining Machine Tool Stand Column[J]. Machine Tool & Hydraulics, 2017, 45(19): 157-161. DOI: 10.3969/j.issn.1001-3881.2017.19.033
Authors:SUN Xiaojun  HUANG Xiaotiao  YU Chunjian  DING Shuang
Abstract:The ANSYS Workbench module is used to analyze the modal of the machine tool stand column based on a parametric modeling of the column conducted by UG .The first modal frequency was found to be relatively low .The dimensional parameters which have greater impact on the first modal frequency and mass of the column were found out by using sensitivity analysis on dimensional pa -rameters of column .Accordingly , a basement about the changing dimension and the corresponding column properties was established . On this account , a neural network model was built to obtain corresponding relationship between the dimensional parameters of column with the first modal frequency and mass .The genetic algorithms were worked with different optimization target .Finally, an appropriate optimization scheme emerges by comparing the results .
Keywords:Stand column  Modal analysis  Neural network  Multi-objective optimization
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