1. 太原理工大学 机械与运载工程学院,太原,030024
2. 精密加工山西省重点实验室,太原,030024
[ "张学乾, 硕士研究生," ]
[ "刘佳, 副教授, 博士," ]
纸质出版:2025
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张学乾, 琚春, 梅杰, 等. 叶片重构模型的自由曲面变形修正方法[J]. 机械科学与技术, 2025,44(10):1738-1745.
张学乾, 琚春, 梅杰, et al. Free Surface Deformation Modification Method of Blade Reconstruction Model[J]. Mechanical Science and Technology for Aerospace Engineering, 2025, 44(10): 1738-1745.
张学乾, 琚春, 梅杰, 等. 叶片重构模型的自由曲面变形修正方法[J]. 机械科学与技术, 2025,44(10):1738-1745. DOI: 10.13433/j.cnki.1003-8728.20230353.
张学乾, 琚春, 梅杰, et al. Free Surface Deformation Modification Method of Blade Reconstruction Model[J]. Mechanical Science and Technology for Aerospace Engineering, 2025, 44(10): 1738-1745. DOI: 10.13433/j.cnki.1003-8728.20230353.
针对叶片前后缘曲率变化快,叶片脱模后可能存在弯扭变形,导致整个叶片在抛磨时的加工误差主要集中在前后缘处这一问题,本文提出了一种自由曲面变形的叶片重构模型修正方法。首先,利用PCA方法实现叶片快速粗配准;其次,将配准结果作为ICP算法的初值进行迭代计算,得到优化后的精配准模型;再次,通过自由曲面变形算法得到叶片重构模型和叶片理论模型之间的坐标变换参数;最后,将优化后的参数再次作为ICP算法的初值进行精确配准。数值分析结果表明,本文所提算法相比较传统PCA和ICP二次配准算法,配准最大误差绝对值由2.76 mm降低到0.2 mm,将该配准结果用于优化叶片表面加工余量分布,实验结果表明,抛磨后叶片前后缘粗糙度小于0.4 μm,轮廓度误差小于0.08 mm,验证了所提方法的有效性和可行性。
Aiming at curvature change fast of blade at leading and trailing edges and the possible bending and twisting deformation after demoulding
the machining errors in the polishing of the whole blade are mainly concentrated at leading and trailing edges. A method of blade reconstruction model modification with free-form surface deformation is proposed. Firstly
the PCA method is used to achieve fast coarse alignment of the blade. Secondly; the alignment result is used as the initial value of the ICP algorithm for iterative calculation to obtain the optimized fine alignment model. Thirdly
the coordinate transformation parameters between the blade reconstruction model and the blade theoretical model are obtained by using the free-form surface deformation algorithm. Finally
the optimal parameters are used again as the initial value of the ICP algorithm for precise alignment. The results of numerical analysis show that the present algorithm reduces the absolute value of alignment error from 2.76 mm to 0.2 mm comparing with the traditional PCA and ICP secondary alignment algorithms
and the experimental results show that the roughness of the leading and trailing edges of the blade after polishing is below 0.4 μm and the contour error is below 0.08 mm
which verifies the effectiveness and feasibility of the present method.
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