Volume 49 Issue 3
Mar.  2023
Turn off MathJax
Article Contents
ZHU Y,XIAO S H,CHEN Z T. A registration algorithm with datum constraints and allowance constraints[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(3):580-587 (in Chinese) doi: 10.13700/j.bh.1001-5965.2021.0314
Citation: ZHU Y,XIAO S H,CHEN Z T. A registration algorithm with datum constraints and allowance constraints[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(3):580-587 (in Chinese) doi: 10.13700/j.bh.1001-5965.2021.0314

A registration algorithm with datum constraints and allowance constraints

doi: 10.13700/j.bh.1001-5965.2021.0314
Funds:  The Foundation of AVIC Manufacturing Technology Institute (KS912053115)
More Information
  • Corresponding author: E-mail:zhuyork@sina.com
  • Received Date: 08 Jun 2021
  • Accepted Date: 27 Aug 2021
  • Available Online: 02 Jun 2023
  • Publish Date: 16 Sep 2021
  • This paper presents a registration algorithm based on datum constraints and allowance constraints, which allows the surface to be machined with a uniform allowance and to maintain accurate position relations. First, a local coordinate system was introduced to compute the registration results. Then a conversion method would be employed to solve the corresponding results in the global coordinate system. The introduction of the local coordinate system reduced the degree of freedom of the point set during registration, thus decreasing the number of dimensions and improving the computational efficiency while the algorithm was solved. The results can satisfy both the datum constraints and the allowance constraints. The algorithm was applied on a simplified model of a typical aircraft part “flap track”. The computational results showed that the computing time used by this method was only 33.6 percent of that used by the registration method with the allowance constraints alone, the maximal error for measure points was less than 0.04 mm, and the fluctuating of the allowance was less than 0.03 mm. Therefore, the method is suitable for finishing the surface of similar aircraft parts adaptively.

     

  • loading
  • [1]
    王文理, 袁士平. 自适应加工技术在数控加工领域的分类与应用[J]. 航空制造技术, 2013(6): 26-29. doi: 10.3969/j.issn.1671-833X.2013.06.001

    WAGN W L, YUAN S P. Category and application of adaptive machining technology in NC machining field[J]. Aeronautical Manufacturing Technology, 2013(6): 26-29(in Chinese). doi: 10.3969/j.issn.1671-833X.2013.06.001
    [2]
    MAISELI B, GU Y, GAO H. Recent developments and trends in point set registration methods[J]. Journal of Visual Communication and Image Representation, 2017, 46: 95-106. doi: 10.1016/j.jvcir.2017.03.012
    [3]
    ZHU L, BARHAK J, SRIVATSAN V, et al. Efficient registration for precision inspection of free-form surface[J]. International Journal of Advanced Manufacturing Technology, 2007, 32(5): 505-515.
    [4]
    BÉARÉE R, DIEULOT J Y, RABATÉ P. An innovative subdivision-ICP registration method for tool-path correction applied to deformed aircraft parts machining[J]. International Journal of Advanced Manufacturing Technology, 2011, 53(5): 463-471.
    [5]
    SHI X Y, PENG J J, LI J P, et al. The iterative closest point registration algorithm based on the normal distribution transformation[J]. Procedia Computer Science, 2019, 147: 181-190. doi: 10.1016/j.procs.2019.01.219
    [6]
    BERGSTRÖM P, EDLUND O, SÖDERKVIST I. Repeated surface registration for on-line use[J]. International Journal of Advanced Manufacturing Technology, 2011, 54(5): 677-689.
    [7]
    ZHOU Y Q, XU S Y, JIN C C, et al. Multiple point sets registration based on expectation maximization algorithm[J]. Computers and Electrical Engineering, 2018, 70: 1-11. doi: 10.1016/j.compeleceng.2018.05.026
    [8]
    DU S Y, XU G L, ZHANG S R, et al. Robust rigid registration algorithm based on pointwise correspondence and correntropy[J]. Pattern Recognition Letters, 2020, 132: 91-98. doi: 10.1016/j.patrec.2018.06.028
    [9]
    郑德华, 岳东杰, 岳建平. 基于几何特征约束的建筑物点云配准算法[J]. 测绘学报, 2018, 31(4): 464-468.

    ZHENG D H, YUE D J, YUE J P. Geometric feature constraint based algorithm for building scanning point cloud registration[J]. Acta Geodaetica et Cartog Raphica Sinica, 2018, 31(4): 464-468(in Chinese).
    [10]
    俞慈君, 李江雄, 余锋杰, 等. 带工程约束的点匹配算法[J]. 机械工程学报, 2010, 46(5): 183-190. doi: 10.3901/JME.2010.05.183

    YU C J, LI J X, YU F J, et al. 3D points registration algorithm with engineering constraints[J]. Journal of Mechanical Engineering, 2010, 46(5): 183-190(in Chinese). doi: 10.3901/JME.2010.05.183
    [11]
    冯亚洲, 任军学, 梁永收, 等. 多目标约束的精锻叶片几何重构优化算法[J]. 航空学报, 2018, 39(7): 421844.

    FENG Y Z, REN J X, LIANG Y S, et al. Multi-objective optimization algorithm for geometric reconstruction of precision forged blade[J]. Acta Aeronautic et Astronautica Sinica, 2018, 39(7): 421844(in Chinese).
    [12]
    CHEN S Y, WU C C, XUE S, et al. Fast registration of 3D point clouds with offset surfaces in precision grinding of free-form surfaces[J]. The International Journal of Advanced Manufacturing Technology, 2018, 97(9): 3595-3606.
    [13]
    XIE S Q, CHENG D, WONG S. Three-dimensional object recognition system for enhancing the intelligence of a KUKA robot[J]. The International Journal of Advanced Manufacturing Technology, 2008, 38(7): 822-839.
    [14]
    HE W T, LI Z W, GUO Y Y, et al. A robust and accurate automated registration method for turbine blade precision metrology[J]. The International Journal of Advanced Manufacturing Technology, 2018, 97(9): 3711-3721.
    [15]
    FENG C, LIANG J, GONG C Y, et al. Repair volume extraction method for damaged parts in remanufacturing repair[J]. The International Journal of Advanced Manufacturing Technology, 2018, 98(5): 1523-1536.
    [16]
    张定华, 张莹, 吴宝海, 等. 自适应加工技术在整体叶盘制造中的应用[J]. 航空制造技术, 2013(13): 51-55. doi: 10.16080/j.issn1671-833x.2008.13.007

    ZHANG D H, ZHANG Y, WU B H, et al. Application of adaptive machining technology in blisk manufacturing[J]. Aeronautical Manufacturing Technology, 2013(13): 51-55(in Chinese). doi: 10.16080/j.issn1671-833x.2008.13.007
    [17]
    陈志同, 朱燏, 张云, 等. 整体叶盘超硬磨料砂轮数控磨削加工技术[J]. 航空制造技术, 2018, 61(19): 64-72. doi: 10.16080/j.issn1671-833x.2018.19.064

    CHEN Z T, ZHU Y, ZHANG Y, et al. CNC grinding technology with super-abrasive grinding wheels for blisk[J]. Aeronautical Manufacturing Technology, 2018, 61(19): 64-72(in Chinese). doi: 10.16080/j.issn1671-833x.2018.19.064
    [18]
    王兴波. 空间任意方向圆柱面的参数方程[J]. 佛山科学技术学院院报(自然科学版), 2010, 28(6): 58-63.

    WANG X B. Parametric equation of cylinder in arbitrary direction[J]. Journal of Foshan University(Natural Science Edition), 2010, 28(6): 58-63(in Chinese).
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(11)  / Tables(1)

    Article Metrics

    Article views(310) PDF downloads(28) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return