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Posture adjustment of workpiece based on stepwise matching by self-adaptive differential evolution algorithm

机译:自适应微分进化算法基于逐步匹配的工件姿态调整

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The workpiece contour errors from previous process affect current and subsequent process. In order to improve the uniformity of workpiece allowance distribution, a stepwise workpiece matching adjustment method with contact inspection is developed. This method includes two stepwise registration processes. At first, some pairs of measured points on the theoretical and actual surfaces are selected to build the corresponding local coordinate systems, and then the rough matching matrixes are obtained by the coordinate systems alignment. During the fine matching process, the objective function based on the least square method is established by the measured point sets adjusted through the rough matching. The fine matching matrixes can be obtained by self-adaptive differential evolution algorithm. The posture adjustment can be realized by transforming coordinate systems of 5?axis machine tool, of which adjusted values can be calculated by the matching matrixes and the machine tool topology. At last, some experiments were presented to demonstrate the performance of the method.
机译:先前工艺的工件轮廓误差会影响当前工艺和后续工艺。为了提高工件余量分配的均匀性,开发了一种带有接触检查的逐步工件匹配调整方法。此方法包括两个逐步注册过程。首先,选择理论和实际表面上的几对测量点以建立相应的局部坐标系,然后通过坐标系对齐获得粗略匹配矩阵。在精细匹配过程中,基于最小二乘法的目标函数由通过粗匹配调整的测量点集建立。精细匹配矩阵可以通过自适应差分进化算法获得。可以通过变换5轴机床坐标系来实现姿态调整,其中坐标值可以通过匹配矩阵和机床拓扑来计算。最后,提出了一些实验来证明该方法的性能。

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