李瑾岳1, 张鹏飞1(
), 郭跃成2, 徐茂程3, 赵罡1,3
收稿日期:2023-10-30
修回日期:2023-11-20
接受日期:2024-01-31
出版日期:2024-11-15
发布日期:2024-04-19
通讯作者:
张鹏飞
E-mail:ftd423@buaa.edu.cn
基金资助:
Jinyue LI1, Pengfei ZHANG1(
), Yuecheng GUO2, Maocheng XU3, Gang ZHAO1,3
Received:2023-10-30
Revised:2023-11-20
Accepted:2024-01-31
Online:2024-11-15
Published:2024-04-19
Contact:
Pengfei ZHANG
E-mail:ftd423@buaa.edu.cn
Supported by:摘要:
随着航空发动机零部件加工精度、质量稳定性的提升,装配精度逐渐成为影响产品精度的关键因素。目前已有基于数学模型的装配误差分析方法,能够实现配合界面形位偏差对产品最终装配偏差影响的预测。然而,这些方法受到建模方法的限制,对配合界面的几何物理信息进行了简化拟合,虽然能够提高计算分析的便捷性,但也导致其无法足够准确地表征表面形貌偏差特征,进而导致无法准确分析其对装配的影响。特别是面向航空发动机等精密机械产品,装配配合界面形貌的微小几何偏差会在大载荷条件下对产品质量、稳定性产生重要影响。因此,提出一种基于数字孪生的装配偏差分析方法。以数字孪生技术为框架,使用肤面模型作为特征表面的建模方法,结合实测数据驱动的多因素仿真模型,实现装配界面变动对装配精度影响的综合分析。开发了发动机装配界面试验件,并通过对比试验和模拟结果,验证了所提出数字孪生方法的有效性。
中图分类号:
李瑾岳, 张鹏飞, 郭跃成, 徐茂程, 赵罡. 基于数字孪生的航空发动机配合界面装配分析[J]. 航空学报, 2024, 45(21): 629800.
Jinyue LI, Pengfei ZHANG, Yuecheng GUO, Maocheng XU, Gang ZHAO. Assembly analysis of aero-engine mating interface based on digital twin[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(21): 629800.
| 1 | ZHU W H, HAN H, FANG M L, et al. Studies on visual scene process system of aircraft assembly[J]. Journal of Manufacturing Systems, 2013, 32(4): 580-597. |
| 2 | 郭德伦, 韩野, 张媛. 航空发动机的发展对制造技术的需求[J]. 航空制造技术, 2015, 22: 68-72. |
| GUO D L, HAN Y, ZHANG Y. Demand of aeroengine development for manufacturing technology[J]. Aeronautical Manufacturing Technology, 2015, 22: 68-72 (in Chinese). | |
| 3 | 刘检华, 孙清超, 程晖, 等. 产品装配技术的研究现状、技术内涵及发展趋势[J]. 机械工程学报, 2018, 54(11): 1-28. |
| LIU J H, SUN Q C, CHENG H, et al. The state-of-the-art, connotation and developing trends of the products assembly technology[J]. Journal of Mechanical Engineering, 2018, 54(11): 1-28 (in Chinese). | |
| 4 | 赵罡, 李瑾岳, 徐茂程, 等. 航空发动机关键装配技术综述与展望[J]. 航空学报, 2022, 43(10): 527484. |
| ZHAO G, LI J Y, XU M C, et al. Research status and prospect of key aero-engine assembly technology[J]. Acta Aeronautica et Astronautica Sinica, 2022, 43(10): 527484 (in Chinese). | |
| 5 | 张渝, 李琳, 陈津, 等. 航空发动机重要装配工艺分析及研发展望[J]. 航空制造技术, 2019, 62(15): 14-21. |
| ZHANG Y, LI L, CHEN J, et al. Research current status and prospect on aero-engine assembly process technology[J]. Aeronautical Manufacturing Technology, 2019, 62(15): 14-21 (in Chinese). | |
| 6 | 陈爽. 螺栓-止口连接的安装边制造误差对装配性能的影响研究[D]. 大连: 大连理工大学, 2021. |
| CHEN S. Research on the influence of manufacturing error of installation edge of bolt-stop connection on assembly performance[D].Dalian: Dalian University of Technology, 2021 (in Chinese). | |
| 7 | 刘亮. 基于机器学习的航发转子装配精度预测与优化[D]. 大连: 大连理工大学, 2021. |
| LIU L. Prediction and optimization of assembly accuracy of aeroengine rotor based on machine learning[D]. Dalian: Dalian University of Technology, 2021 (in Chinese). | |
| 8 | ZHENG B, YU H D, LAI X M. Assembly deformation prediction of riveted panels by using equivalent mechanical model of riveting process[J]. The International Journal of Advanced Manufacturing Technology, 2017, 92(5): 1955-1966. |
| 9 | 孙汕民, 周烁, 高鸽, 等. 航空发动机装配仿真的关键技术问题[J]. 航空制造技术, 2018, 61(22): 98-103. |
| SUN S M, ZHOU S, GAO G, et al. Key technical issues on aero-engine assembly simulation[J]. Aeronautical Manufacturing Technology, 2018, 61(22): 98-103 (in Chinese). | |
| 10 | 陶飞, 张贺, 戚庆林, 等. 数字孪生十问: 分析与思考[J]. 计算机集成制造系统, 2020, 26(1): 1-17. |
| TAO F, ZHANG H, QI Q L, et al. Ten questions towards digital twin: Analysis and thinking[J]. Computer Integrated Manufacturing Systems, 2020, 26(1): 1-17 (in Chinese). | |
| 11 | GRIEVES M. Virtually perfect: Driving innovative and lean products through product lifecycle management[M]. Merritt Island: Space Coast Press, 2011. |
| 12 | LIU S M, BAO J S, LU Y Q, et al. Digital twin modeling method based on biomimicry for machining aerospace components[J]. Journal of Manufacturing Systems, 2021, 58: 180-195. |
| 13 | 陶飞, 刘蔚然, 刘检华, 等. 数字孪生及其应用探索[J]. 计算机集成制造系统, 2018, 24(1): 1-18. |
| TAO F, LIU W R, LIU J H, et al. Digital twin and its potential application exploration[J]. Computer Integrated Manufacturing Systems, 2018, 24(1): 1-18 (in Chinese). | |
| 14 | 戴晟, 赵罡, 于勇, 等. 数字化产品定义发展趋势: 从样机到孪生[J]. 计算机辅助设计与图形学学报, 2018, 30(8): 1554-1562. |
| DAI S, ZHAO G, YU Y, et al. Trend of digital product definition: From mock-up to twin[J]. Journal of Computer-Aided Design & Computer Graphics, 2018, 30(8): 1554-1562 (in Chinese). | |
| 15 | 刘永泉, 黎旭, 任文成, 等. 数字孪生助力航空发动机跨越发展[J]. 航空动力, 2021(2): 24-29. |
| LIU Y Q, LI X, REN W C, et al. Digital Twin boosting leap-forward development of aero engine[J]. Aerospace Power, 2021(2): 24-29 (in Chinese). | |
| 16 | 孙惠斌, 颜建兴, 魏小红, 等. 数字孪生驱动的航空发动机装配技术[J]. 中国机械工程, 2020, 31(7): 833-841. |
| SUN H B, YAN J X, WEI X H, et al. Digital twin-driven aero-engine assembly technology[J]. China Mechanical Engineering, 2020, 31(7): 833-841 (in Chinese). | |
| 17 | BAO Q W, ZHAO G, YU Y, et al. Ontology-based modeling of part digital twin oriented to assembly[J]. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2022, 236(1-2): 16-28. |
| 18 | 汪祥, 王友涛, 唐彬, 等. 力矩-转角拧紧工艺在改进发动机机匣装配质量的应用研究[J]. 装备制造技术, 2021(3): 116-118, 142. |
| WANG X, WANG Y T, TANG B, et al. Improvement of torque angle tightening process the application research of the assembly quality of engine gearbox[J]. Equipment Manufacturing Technology, 2021(3): 116-118, 142 (in Chinese). | |
| 19 | 王方, 甘甜, 王煜栋, 等. 航空发动机燃烧室数字孪生体系关键技术[J]. 航空动力学报, 2023, 38(7): 1546-1560. |
| WANG F, GAN T, WANG Y D, et al. Key technology of digital twin system for aero-engine combustors[J]. Journal of Aerospace Power, 2023, 38(7): 1546-1560 (in Chinese). | |
| 20 | 刘美. 航空发动机气路系统数字孪生技术研究与开发[D]. 哈尔滨: 哈尔滨工业大学, 2020: 13-21. |
| LIU M. Research and development of digital twin technology for aero engine gas path system[D]. Harbin: Harbin Institute of Technology, 2020: 13-21 (in Chinese). | |
| 21 | 郭钢毅. 航发转子螺栓-止口连接界面均匀性分析及工艺调控研究[D]. 大连: 大连理工大学, 2022: 1-6. |
| GUO G Y. Research on the contact uniformity and process control of bolt-spigot connection structure of aero-engine rotor[D].Dalian: Dalian University of Technology, 2022: 1-6 (in Chinese). | |
| 22 | 颜诚, 王昱景, 董世煌, 等. 考虑接触状态和力学特性差异的圆弧端齿连接安装角度优化方法[J]. 航空动力学报, 2024, doi: 10.13224/j.cnki.jasp.20220971 . |
| YAN C, WANG Y J, DONG S H, et al. Assembly angle optimization of curvic couplings considering contact status and mechanical characteristics[J]. Journal of Aerospace Power, 2024, doi: 10.13224/j.cnki.jasp.20220971 (in Chinese). | |
| 23 | 李伦绪, 陈果, 杨默晗. 航空发动机套齿连接结构刚度特性仿真分析及试验研究[J]. 中国机械工程, 2022, 33(18): 2249-2257. |
| LI L X, CHEN G, YANG M H. Simulation analysis and experimental study of stiffness characteristics of aero-engine spline couplings[J]. China Mechanical Engineering, 2022, 33(18): 2249-2257 (in Chinese). | |
| 24 | 张譍之, 孙惠斌, 颜诚, 等. 短精密螺栓连接结构组合偏心预测及安装相位优化[J]. 航空动力学报, 2024, doi:10.13224/j.cnki.jasp.20220421 . |
| ZHANG Y Z, SUN H B, YAN C, et al. Prediction of assembly eccentricity and optimization of installation phase for short precision bolted structures[J]. Journal of Aerospace Power, 2024, doi: 10.13224/j.cnki.jasp.20220421 (in Chinese). | |
| 25 | ZHOU T Y, HU L, JIN X X, et al. Measuring point planning and fitting optimization of the flange and spigot structures of aeroengine rotors[J]. Machines, 2023, 11(8): 786. |
| 26 | ZHANG D Y, YANG C, HE T, et al. Modelling and stress analysis for double-row curvic couplings[J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2021, 235(19): 4231-4243. |
| 27 | QURESHI W, CURA F, MURA A. Prediction of fretting wear in aero-engine spline couplings made of 42CrMo4 [J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2017, 231(24): 4684-4692. |
| 28 | 王中宇, 孟浩, 付继华. 表面综合形貌误差的灰色分离方法[J]. 仪器仪表学报, 2008, 29(9): 1810-1815. |
| WANG Z Y, MENG H, FU J H. Separation method for surface comprehensive topography based on grey theory[J]. Chinese Journal of Scientific Instrument, 2008, 29(9): 1810-1815 (in Chinese). | |
| 29 | ZHANG H, LIU Q, CHEN X, et al. A digital twin-based approach for designing and multi-objective optimization of hollow glass production line[J]. IEEE Access, 2017, 5: 26901-26911. |
| 30 | 庄存波, 刘检华, 熊辉, 等. 产品数字孪生体的内涵、体系结构及其发展趋势[J]. 计算机集成制造系统, 2017, 23(4): 753-768. |
| ZHUANG C B, LIU J H, XIONG H, et al. Connotation, architecture and trends of product digital twin[J]. Computer Integrated Manufacturing Systems, 2017, 23(4): 753-768 (in Chinese). | |
| 31 | GRIEVES M W. Product lifecycle management: The new paradigm for enterprises[J]. International Journal of Product Development, 2005, 2(1-2): 71. |
| 32 | 陶飞, 刘蔚然, 张萌, 等. 数字孪生五维模型及十大领域应用[J]. 计算机集成制造系统, 2019, 25(1): 1-18. |
| TAO F, LIU W Y, R, ZHANG M, et al. Five-dimension digital twin model and its ten applications[J]. Computer Integrated Manufacturing Systems, 2019, 25(1): 1-18 (in Chinese). | |
| 33 | SCHLEICH B, ANWER N, MATHIEU L, et al. Skin Model Shapes: A new paradigm shift for geometric variations modelling in mechanical engineering[J]. Computer-Aided Design, 2014, 50: 1-15. |
| 34 | 刘婷. 基于肤面模型的装配误差分析方法研究[D]. 杭州: 浙江大学, 2019: 131. |
| LIU T. Study on the methods of assembly error analysis based on skin model[D]. Hangzhou: Zhejiang University, 2019: 131 (in Chinese). | |
| 35 | 国家质量监督检验检疫总局, 中国国家标准化管理委员会. 产品几何技术规范(GPS) 光滑工件尺寸的检验: [S]. 北京: 中国标准出版社, 2009. |
| General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China, Standardization Administration of the People’s Republic of China. Geometrical Product Specifications (GPS)—Inspection of plain workpiece sizes: [S]. Beijing: Standards Press of China, 2009 (in Chinese). | |
| 36 | 国家质量监督检验检疫总局, 中国国家标准化管理委员会. 产品几何技术规范(GPS) 表面结构 轮廓法 表面波纹度词汇: [S]. 北京: 中国标准出版社, 2009. |
| General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China, Standardization Administration of the People’s Republic of China. Geometrical product specification (GPS)—Surface texture: Profile method—Surface waviness terms: [S]. Beijing: Standards Press of China, 2009 (in Chinese). | |
| 37 | 宋寿鹏, 邵勇华, 堵莹. 采样方法研究综述[J]. 数据采集与处理, 2016, 31(3): 452-463. |
| SONG S P, SHAO Y H, DU Y. Survey of sampling methods[J]. Journal of Data Acquisition and Processing, 2016, 31(3): 452-463 (in Chinese). | |
| 38 | SUN Q C, ZHAO B B, LIU X, et al. Assembling deviation estimation based on the real mating status of assembly[J]. Computer-Aided Design, 2019, 115: 244-255. |
| 39 | MA S H, HU T L, XIONG Z Q. Precision assembly simulation of skin model shapes accounting for contact deformation and geometric deviations for statistical tolerance analysis method[J]. International Journal of Precision Engineering and Manufacturing, 2021, 22(6): 975-989. |
| 40 | DESROCHERS A. A CAD/CAM representation model applied to tolerance transfer methods[J]. Journal of Mechanical Design, 2003, 125(1): 14-22. |
| 41 | DESROCHERS A, RIVIÈRE A. A matrix approach to the representation of tolerance zones and clearances[J]. The International Journal of Advanced Manufacturing Technology, 1997, 13(9): 630-636. |
| 42 | GAO J S, CHASE K W, MAGLEBY S P. Generalized 3-D tolerance analysis of mechanical assemblies with small kinematic adjustments[J]. IIE Transactions, 1998, 30(4): 367-377. |
| 43 | DING S Y, JIN S, LI Z M, et al. Multistage rotational optimization using unified Jacobian-Torsor model in aero-engine assembly[J]. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2019, 233(1): 251-266. |
| 44 | 黄智, 李超, 李凯, 等. 航空叶片型面三坐标检测技术现状及发展趋势[J]. 航空制造技术, 2017, 21: 73-79. |
| HUANG Z, LI C, LI K, et al. Status and prospect of detection technology of coordinate measuring machine for blade surface of aeroengine[J]. Aeronautical Manufacturing Technology, 2017, 21: 73-79 (in Chinese). | |
| 45 | 孙贵青,吕玉红. 航空发动机先进装配工艺检测技术[C]∥2015年第二届中国航空科学技术大会. 北京: 中国航空学会, 2015: 7. |
| SUN G Q, LV Y H. The advanced detection methods of aero-engine assembly technology[C]∥The 2nd China Aeronautical Science and Technology Conference. Beijing: Chinese Society of Aeronautics and Astronautics, 2015: 7 (in Chinese). | |
| 46 | Model EAS 1000G Genspect system[EB/OL]. [2024-01-31]. . |
| 47 | Aerospect SPS stack prediction [EB/OL]. [2024-01-31].. |
| 48 | Integrated turbine rotor measurement and assembly platforms[EB/OL]. [2024-01-31]. . |
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