Accuracy optimisation for mould surface profile milling

被引:16
作者
Lin, JC [1 ]
Tai, CC [1 ]
机构
[1] Tatung Inst Technol, Dept Mech Engn, Taipei, Taiwan
关键词
feed speed; SA; spindle speed;
D O I
10.1007/s001700050034
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the profile milling process for mould surfaces, for any type of curve combination, when implementing the milling process on a CNC machine, the surface can be produced from straight lines or curves in. a piecewise or continuous milling process. This work employs the features of a CNC machine: 1. To divide the various sizes of curve at different slopes. 2. To use with different milling spindle speeds. 3. To use cutting feeds for actual milling experimentation. The results of the profile dimension accuracy and profile surface roughness from these experiments are then used in a neural network to establish ar an experiment result and a model for the milling variables. The neural network is composed of a number of functional nodes. Once the milling parameters (spindle speed, feed speed and milling angle) are given, the milling processing performance (the surface roughness, the surface profile-error) can be accurately predicted by the network developed The optimal milling processing parameters can be searched for by a simulation annealing (SA) optimisation algorithm with a performance index to obtain a satisfactory mould surface. The experiment is then used to show that improved conditions for mould profile processing can indeed be obtained.
引用
收藏
页码:15 / 25
页数:11
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