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Multi-pass progressive tool path planning in five-axis flank milling by particle swarm optimisation

机译:基于粒子群算法的五轴侧面铣削多道次刀具路径规划

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摘要

This article proposes a novel planning method of multi-pass tool path in five-axis flank machining of ruled surfaces. The path planning task is first transformed into an optimal curve matching problem. The objective in the optimisation is represented as a weighted sum of the errors induced by overcut and undercut, respectively. Particle swarm optimisation algorithms are then applied to search for the optimal solutions and the corresponding tool paths. Running the algorithms multiple times generates a multi-pass tool path that progressively reduces machining errors. Different optimised results can be obtained for each pass by properly adjusting the weights in the objective. Numerical results indicate that the proposed method produces smaller machining errors compared to traditional planning of a single tool path. It offers a planning flexibility that has never been realised by previous studies.
机译:本文提出了一种新的规划直纹表面五轴侧面加工多道次刀具路径的方法。首先将路径规划任务转换为最佳曲线匹配问题。优化中的目标分别表示为由过切和欠切引起的误差的加权和。然后将粒子群优化算法应用于搜索最优解和相应的刀具路径。多次运行算法会生成多道次刀具路径,从而逐步减少加工错误。通过适当调整物镜的权重,可以为每次通过获得不同的优化结果。数值结果表明,与传统的单一刀具路径规划相比,该方法产生的加工误差较小。它提供了以前的研究从未实现的规划灵活性。

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