基于三坐标的轴承同轴度误差测量及评定
Measurement and Evaluation of Bearing Coaxiality Error Based on Three Coordinates
摘要: 针对三坐标测量仪在测量轴承同轴度时的误差评定问题，研究了三坐标测量及误差评定原理，建立了轴承同轴度误差评定数学模型，进行了轴承内外圈同轴度测量实验，并采用改进后的粒子群优化算法进行误差评定。研究表明，采用优化后的不同维度测量点的布局方式，更全面地反映了轴承的表面特征。通过对粒子群算法中惯性权重和学习因子的数值优化提高了求解轴承同轴度误差搜索效率和精度。
Abstract: In view of the problem of large error in measuring bearing coaxiality by three-dimensional coordinate measuring machine, by studying the measurement method and calculation principle of three-dimensional coordinate measuring machine, the reasons for the large measurement error caused by three-dimensional coordinate measuring machine were analyzed. Based on this, a new mathematical model of bearing coaxiality error is established. In order to solve the problem of measurement error of bearing parts by using a three-dimensional coordinate measuring instrument, an improved particle swarm optimization algorithm was used to evaluate the model. The results show that the optimized layout of measuring points with different dimensions can reflect the bearing surface characteristics more comprehensively. Through the numerical optimization of inertia weight and learning factor in particle swarm optimization, the efficiency and accuracy of searching bearing coaxiality error are improved.
文章引用：庞冲冲, 徐旭松. 基于三坐标的轴承同轴度误差测量及评定[J]. 机械工程与技术, 2024, 13(6): 545-555. https://doi.org/10.12677/met.2024.136063

参考文献

[1] 杜晓宇, 钞仲凯, 张旭, 等. 新一代产品几何技术规范及其在我国轴承行业推广应用的必要性[J]. 轴承, 2019(5): 66-69.
[2] 刘军丽, 张旭, 李权洋, 等. 工程测量中三坐标测量机拟合算法的选择[J]. 微电机, 2023, 56(12): 60-62, 66.
[3] Roy, U. and Xu, Y. (1995) Form and Orientation Tolerance Analysis for Cylindrical Surfaces in Computer-Aided Inspection. Computers in Industry, 26, 127-134. [Google Scholar] [CrossRef] 
[4] 金波, 张立强. 基于优化粒子群算法的铰链孔系同轴度误差评定[J]. 智能计算机与应用, 2020,10(1): 109-112.
[5] Yingjie, Z. and Liling, G. (2020) A Novel Geometry Error Measurement Methodology for Coaxiality Evaluation. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 235, 627-639. [Google Scholar] [CrossRef] 
[6] 窦亚萍, 郑述, 杨治飞, 等. 基于三维点云的曲轴同轴度误差测量方法研究[J]. 制造技术与机床, 2024(1): 185-190.
[7] 糜兆强. 缸体平衡轴孔同轴度偏差问题分析及解决[J]. 制造技术与机床, 2024(3): 156-160.
[8] 唐力, 张琳娜. 基于新一代GPS的同轴度误差评定关键技术研究[J]. 制造技术与机床, 2008(12): 102-105.
[9] 许家赫, 陈岳坪. 布谷鸟算法在同轴度误差评定中的应用[J]. 机械设计与制造, 2022(3): 219-222.
[10] 翟旭军, 张小萍, 周圣铧. 基于改进粒子群算法的同轴度误差评定及其可视化[J]. 组合机床与自动化加工技术, 2012(12): 55-59.
[11] Wang, D., Tan, D. and Liu, L. (2017) Particle Swarm Optimization Algorithm: An Overview. Soft Computing, 22, 387-408. [Google Scholar] [CrossRef] 
[12] Liu, Y., Li, R., Sun, C., Mei, Y., Wang, X., Tan, J., et al. (2021) A Coaxiality Measurement Model Based on Multi-Systematic Errors Separation for Turbine Shaft. Measurement, 186, Article 109975. [Google Scholar] [CrossRef] 
[13] 亢国栋, 孙伟, 杨海群, 等. 基于改进粒子群优化算法的火电厂机组负荷分配[J]. 计算机测量与控制, 2015, 23(2): 593-596.
[14] 王文书. 三坐标测量机对同轴度误差测量方法的探索[J]. 制造技术与机床, 2010(11): 94-97.
[15] Solaguren-Beascoa Fernández, M. (2018) MATLAB Implementation for Evaluation of Measurements by the Generalized Method of Least Squares. Measurement, 114, 218-225. [Google Scholar] [CrossRef] 

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