基于框架特征提取和时序特征优化的皮肤加工实时路径规划方法研究

IF 4.6 2区 工程技术 Q2 ENGINEERING, MANUFACTURING
Chang Liu, Xiaoyao Wang, Fuzhou Du
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引用次数: 0

摘要

蒙皮作为飞机的关键部件,需要沿机架边缘进行铣削,以确保安装精度。传统的蒙皮铣削采用目视测量和离线规划来生成与机架边缘整体形状相对应的加工路径。为了提高适应性和加工效率,我们提出了一种在线规划方法。然而,这种方法对算法的计算效率、精度和稳定性提出了更高的要求。本文提出了一种基于车架特征提取和时序特征优化的实时路径规划方法,用于铣削附着的车架表皮。该方法使用线激光扫描表皮和框架结构的表面特征,便于实时提取特征结构。根据时间序列对位置和姿态进行周期性计算,并采用非拟合方法生成平滑、高精度的加工轨迹。通过对飞机蒙皮原型的实验,验证了铣削模块实现实时路径规划的有效性。该算法的运行周期小于 8 毫秒,同时精度保持在 ±0.5 毫米以内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A study on real-time path planning method for skin machining based on frame feature extraction and chronological feature optimization

Skin, as the crucial component of aircraft, should be milled along the edges of the frame to ensure the mounting accuracy. Traditional skin milling uses visual measurement and offline planning to generate a machining path that corresponds to the overall shape of the frame edge. To enhance adaptability and processing efficiency, an online planning method is proposed. However, it imposes greater demands on the computational efficiency, accuracy, and stability of the algorithm. In this paper, a real-time path planning method based on frame feature extraction and chronological feature optimization is proposed for the milling of attached frame-skin. The method uses a line laser to scan the surface features of both skin and frame structures, facilitating real-time extraction of feature structures. Periodic calculations of position and posture are conducted based on the time series, and a non-fitting method is used to generate a smooth and high-precision machining trajectory. The efficacy in achieving real-time path planning for the milling module is verified by experiments on prototypes of aircraft skin. The algorithm exhibits a duration of less than 8 ms in a run cycle, while maintaining accuracy within ±0.5mm.

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来源期刊
CIRP Journal of Manufacturing Science and Technology
CIRP Journal of Manufacturing Science and Technology Engineering-Industrial and Manufacturing Engineering
CiteScore
9.10
自引率
6.20%
发文量
166
审稿时长
63 days
期刊介绍: The CIRP Journal of Manufacturing Science and Technology (CIRP-JMST) publishes fundamental papers on manufacturing processes, production equipment and automation, product design, manufacturing systems and production organisations up to the level of the production networks, including all the related technical, human and economic factors. Preference is given to contributions describing research results whose feasibility has been demonstrated either in a laboratory or in the industrial praxis. Case studies and review papers on specific issues in manufacturing science and technology are equally encouraged.
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