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Tool path generation via the multi-criteria optimisation for flat-end milling of sculptured surfaces

机译:通过多准则优化来生成刀具路径,以对雕刻表面进行平面铣削

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摘要

A method of generating optimal tool paths for sculptured surface machining with flat-end cutters is presented in this paper. The inclination and tilt angles, as well as the feed directions of the cutter at each cutter contact point on a machining path are optimised as a whole so that the machining width of the tool path can be as large as possible, and concerns such as smooth cutter motion, gouging avoidance, scallop height and machining widths overlap are also considered when calculating a path. A multi-criteria tool path optimisation model is introduced, and it is converted into a single objective optimisation with the weighted sum method. The Differential Evolution (DE) algorithm is suitable for solving this highly non-linear problem. However, the searching process of the DE algorithm may be trapped in local minima due to large number of design variables. Therefore, an algorithm combining the DE algorithm and the sequence linear programming algorithm is developed to solve this optimisation model. The proposed method is applied to two freeform surfaces to illustrate its effectiveness.
机译:本文提出了一种生成最佳刀具路径的方法,该刀具路径用于使用平头刀具进行雕刻表面加工。整体上优化了刀具在加工路径上每个刀具接触点处的倾斜角和倾斜角度以及刀具的进给方向,以使刀具路径的加工宽度尽可能大,并考虑了光滑度等问题。在计算路径时,还应考虑刀具运动,避免气刨,扇贝高度和加工宽度重叠。介绍了一种多准则的刀具路径优化模型,并通过加权求和法将其转化为单目标优化。差分进化(DE)算法适合解决这一高度非线性的问题。但是,由于大量的设计变量,DE算法的搜索过程可能会陷入局部最小值。因此,开发了一种结合DE算法和序列线性规划算法的算法来解决该优化模型。将该方法应用于两个自由曲面,以说明其有效性。

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