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首页> 外文期刊>The International Journal of Advanced Manufacturing Technology >Tool path length optimisation of contour parallel milling based on modified ant colony optimisation
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Tool path length optimisation of contour parallel milling based on modified ant colony optimisation

机译:基于改进蚁群优化的轮廓平行铣削刀具路径长度优化

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摘要

Reducing machining time in a milling process is one of the important criteria to improve the overall efficiency of the machining process. This paper presents a study on the reduction of machining time, focusing on contour parallel machining to increase the efficiency and performance during the machining process. One method to enhance the performance of contour parallel machining is by defining a tool path interval that is larger than the radius of the cutting tool in a roughing operation because of its capability of reducing the tool path length and machining time. However, this causes the occurrence of an uncut region at the corner and at the centre of a contour parallel. This uncut region can be removed through an additional tool path known as the clear tool path. Therefore, in this paper, a new method based on an optimisation technique is introduced to generate a clear tool path that removes the entire uncut region in contour parallel machining at minimum cutting time. Ant colony algorithm (ACO) is used to optimise the clear tool path length in contour parallel machining time by minimising the movement of cutting tool in removing the entire uncut regions. A new transition rule has been established from the conventional ACO, which adapted the uncut region occurring at the corner of the contour parallel. Then, to validate the optimisation result, a cutting experiment was carried out using computer numerical control (CNC) milling machine. It can be ascertained from this study that the optimisation of the clear tool path gives optimal tool path length whilst reducing the cutting time in the roughing process.
机译:减少铣削过程中的加工时间是提高加工过程总效率的重要标准之一。本文提出了对加工时间的减少的研究,重点是在加工过程中提高效率和性能的研究。一种增强轮廓并联加工性能的方法是通过定义粗加工操作中的切削工具半径的刀具路径间隔,因为其能够减少工具路径长度和加工时间。然而,这导致角落处的未切割区域和平行的中心的发生。可以通过称为清晰刀具路径的附加刀具路径来删除该未切割区域。因此,在本文中,引入了一种基于优化技术的新方法,以产生清晰的刀具路径,其在最小切割时间下去除轮廓并联加工中的整个未切割区域。蚁群算法(ACO)用于通过最小化切割工具移除整个未切割区域的切割工具的移动来优化轮廓并联加工时间中的清晰刀具路径长度。已经从传统的ACO建立了新的过渡规则,其适应了在轮廓拐角处发生的未切割区域。然后,为了验证优化结果,使用计算机数控(CNC)铣床进行切割实验。从该研究中可以确定,优化透明刀具路径的优化使得最佳刀具路径长度,同时在粗加工过程中减少切割时间。

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