Path optimization for open-contoured structures in Robotic Fibre Placement

Min Jiang, Baolin Wu, F. Li
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引用次数: 4

Abstract

Robotic Fibre Placement (RFP) is widely used in manufacturing composites and path planning is essential to produce high-quality composites during the process. However, there is a lack of evaluation of path accuracy before laying, thus it's hard to optimize path under theoretical guidance and the quality of composites cannot be theoretically guaranteed. To solve this problem, this article establishes a theoretical evaluation model of path based on its error and proposes a corresponding optimization method to improve the accuracy of path. By calculating the distance between the roller and the mould along the direction perpendicular to the path, a path error distribution model is acquired and its maximum, mean and variance are used to evaluate the path. Then, the orientation of the roller along path is optimized to minimizing the path error. Some simulation experiments are conducted and the optimization leads to a 63.4% and 69.0% reduction in the maximum and average path error respectively, which will improve the quality of composites.
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机器人纤维铺放中开口结构路径优化
机器人纤维放置(RFP)技术在复合材料制造中有着广泛的应用,而在制造过程中,路径规划是生产高质量复合材料的关键。但在铺设前缺乏对路径精度的评估,难以在理论指导下进行路径优化,也无法从理论上保证复合材料的质量。针对这一问题,本文建立了基于路径误差的理论评价模型,并提出了相应的优化方法,以提高路径的精度。通过计算与路径垂直方向上滚子与模具之间的距离,得到路径误差分布模型,并利用其最大值、平均值和方差对路径进行评价。然后,优化滚子沿路径的方向,使路径误差最小。仿真实验表明,优化后的最大路径误差和平均路径误差分别降低了63.4%和69.0%,提高了复合材料的质量。
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