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Optimization of Tool Path Planning in 5-Axis Flank Milling of Ruled Surfaces with Improved PSO

机译:改进PSO 5轴侧面铣削工具路径规划的优化

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Previous studies have shown that machining error in 5-axis flank milling can be systematically reduced by optimization of tool path planning. However, the solution quality of the optimization methods adopted by those studies was not satisfactory, due to the constraint that the cutter must contact the boundary curves of the ruled surface to be machined This work proposes an improved tool path planning method based on Particle Swarm Optimization (PSO) algorithms without this constraint. The method enlarges the feasible region in the optimization by allowing cutter location to deviate the boundary curves along the normal, tangent, and bi-normal directions. Design of experiment techniques are applied to determine better parameter setting in the PSO. A new objective function is formulated as the weighted sum of the errors induced by overcut and undercut. We can choose to minimize the total machining error, the overcut, or the undercut by properly adjusting the weight value. Compared to previous methods, the improved path planning method produces smaller machining error and offers better planning flexibility.
机译:以前的研究表明,通过优化工具路径规划,可以系统地减少5轴侧面铣削的加工误差。然而,这些研究采用的优化方法的解决方案质量并不令人满意,因为切割器必须接触要加工的裁定表面的边界曲线,这项工作提出了一种基于粒子群优化的刀路路径规划方法(PSO)没有这种约束的算法。该方法通过允许刀具位置沿正常,切线和双正常方向偏离边界曲线来扩大可行区域。应用实验技术的设计来确定PSO中的更好参数设置。新的客观函数被制定为过度和底切诱导的误差的加权和。我们可以选择通过适当调整权重值来最小化总加工误差,过度或底切。与以前的方法相比,改进的路径规划方法产生较小的加工误差并提供更好的规划灵活性。

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