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RBF Interpolation Algorithm for FTS Tool Path Generation

机译:FTS工具路径生成的RBF插值算法

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Freeform optics are defined as nonrotational symmetric optical surfaces in the manufacturing industry. Freeform optics are extensively applied to many areas in order to improve system performance. Fast tool servo (FTS) assisting single-point diamond turning technology has high application prospects in freeform optics machining. This paper discusses the interpolation algorithm for tool path generation of FTS through the application of a radial basis function (RBF) algorithm. For this purpose, a positive definite RBF with compact support was employed as the interpolant. The existence is mathematically proven. Numerical simulations were performed to compare the performances of the RBF algorithm and commonly used algorithms for satisfying the requirements of existence, smoothness, and accuracy. Machining experiments were also conducted to validate the applicability of the algorithm. The simulation results showed that the RBF interpolation algorithm outperformed other algorithms in terms of smoothness. The RBF algorithm also provided the highest interpolation accuracy. Furthermore, the RBF interpolation algorithm exhibited the highest accuracy for error distribution, with large errors distributed mainly in transition areas. The machining results were also in general agreement with the simulation results although obvious practical errors were observed. Overall, RBF interpolation can provide higher accuracy and better smoothness in the tool path generation of FTS.
机译:FreeForm光学器件被定义为制造业中的非整理对称光学表面。自由形式光学器件广泛应用于许多领域,以提高系统性能。快速工具伺服(FTS)辅助单点钻石车削技术在FreeForm光学加工中具有高应用前景。本文通过应用径向基函数(RBF)算法来讨论FTS的工具路径生成的插值算法。为此目的,采用具有紧凑载体的正定RBF作为嵌段。存在在数学上被证明。进行数值模拟以比较RBF算法的性能和常用算法,以满足存在,平滑度和准确性的要求。还进行了加工实验以验证算法的适用性。仿真结果表明,RBF插值算法在平滑度方面优于其他算法。 RBF算法还提供了最高的内插精度。此外,RBF插值算法表现出误差分布的最高精度,主要误差主要在过渡区域分布。加工结果也与模拟结果一般一致,尽管观察到明显的实际误差。总的来说,RBF插值可以在FTS的工具路径生成中提供更高的准确性和更好的光滑度。

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