Volume 49 Issue 12
Dec.  2023
Turn off MathJax
Article Contents
XU X Y,YAN G R,LEI Y. Surface quality optimization based on mutative scale chaos algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(12):3328-3334 (in Chinese) doi: 10.13700/j.bh.1001-5965.2022.0070
Citation: XU X Y,YAN G R,LEI Y. Surface quality optimization based on mutative scale chaos algorithm[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(12):3328-3334 (in Chinese) doi: 10.13700/j.bh.1001-5965.2022.0070

Surface quality optimization based on mutative scale chaos algorithm

doi: 10.13700/j.bh.1001-5965.2022.0070
Funds:  National Key R & D Program of China(2020YFB1709102)
More Information
  • Corresponding author: E-mail:yangr@buaa.edu.cn
  • Received Date: 14 Feb 2022
  • Accepted Date: 07 Aug 2022
  • Available Online: 13 Aug 2022
  • Publish Date: 12 Aug 2022
  • Surface quality optimization is a common problem in surface reconstruction. In the design of high-end products such as aerospace and automobile, if the reconstructed surfaces are required to have high-order continuity, a lot of optimization work is often needed. In order to obtain smooth and high-quality surfaces conveniently, an optimization method of surface quality based on a mutative scale chaos algorithm is proposed. Adjustable parameters are introduced. The target surface can be deformed by flexibly adjusting a number of parameters under the G1 continuity constraint between neighboring NURBS patches. A mathematical model of mutative scale chaos optimization is established, and the optimal solution of the adjustable parameters is calculated to obtain a high-quality surface with the smallest deformation compared with the original surface. The robustness and practicability of this method are verified by case analysis. The isolux analysis of the optimized surface is carried out. The outcomes demonstrate that the mutative scale chaotic algorithm-based surface quality optimization technique may guarantee the surface's quality and enhance the effectiveness of surface reconstruction.

     

  • loading
  • [1]
    贺美芳. 基于散乱点云数据的曲面重建关键技术研究[D]. 南京: 南京航空航天大学, 2006: 4-7.

    HE M F. Research on key technologies of surfaces reconstruction based on scattered point cloud data[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2006: 4-7(in Chinese).
    [2]
    BERGER M, TAGLIASACCHI A, SEVERSKY L M, et al. A survey of surface reconstruction from point clouds[J]. Computer Graphics Forum, 2017, 36(1): 301-329. doi: 10.1111/cgf.12802
    [3]
    SONG J, LEE J, KO K, et al. Unorganized point classification for robust NURBS surface reconstruction using a point-based neural network[J]. Journal of Computational Design and Engineering, 2021, 8(1): 392-408. doi: 10.1093/jcde/qwaa086
    [4]
    聂兆伟, 熊丹丹. 航空发动机叶片自适应修复目标曲面重构[J]. 计算机集成制造系统, 2019, 25(1): 53-60. doi: 10.13196/j.cims.2019.01.005

    NIE Z W, XIONG D D. Target surface research of aero-engine blade adaptive repairing driven by image model[J]. Computer Integrated Manufacturing Systems, 2019, 25(1): 53-60(in Chinese). doi: 10.13196/j.cims.2019.01.005
    [5]
    乔晓萍, 朱晓锦, 张合生, 等. 基于曲面片拼接的曲面重构算法[J]. 振动 测试与诊断, 2013, 33(S1): 160-163.

    QIAO X P, ZHU X J, ZHANG H S, et al. Research on surface fitting algorithm based on surface patches splicing[J]. Journal of Vibration, Measurement & Diagnosis, 2013, 33(S1): 160-163(in Chinese).
    [6]
    阳波, 王奋刚, 赖丽珍, 等. 基于CATIA软件的曲面重构技术研究[J]. 机械设计与制造工程, 2017, 46(2): 51-54. doi: 10.3969/j.issn.2095-509X.2017.02.010

    YANG B, WANG F G, LAI L Z, et al. Research on the surface reconstruction technology in CATIA[J]. Machine Design and Manufacturing Engineering, 2017, 46(2): 51-54(in Chinese). doi: 10.3969/j.issn.2095-509X.2017.02.010
    [7]
    KARČIAUSKAS K, PETERS J. Refinable G1 functions on G1 free-form surfaces[J]. Computer Aided Geometric Design, 2017, 54: 61-73. doi: 10.1016/j.cagd.2017.02.014
    [8]
    王毛毛. 基于改进粒子群算法的曲线曲面优化方法研究[D]. 呼和浩特: 内蒙古工业大学, 2014: 49-52.

    WANG M M. Research on optimization method of curve and surface based on improved particle swarm optimization[D]. Hohhot: Inner Mongolia University of Technology, 2014: 49-52(in Chinese).
    [9]
    张彤, 王宏伟, 王子才. 变尺度混沌优化方法及其应用[J]. 控制与决策, 1999, 14(3): 285-288. doi: 10.3321/j.issn:1001-0920.1999.03.023

    ZHANG T, WANG H W, WANG Z C. Mutative scale chaos optimization algorithm and its application[J]. Control and Decision, 1999, 14(3): 285-288(in Chinese). doi: 10.3321/j.issn:1001-0920.1999.03.023
    [10]
    KAHMANN J. Continuity of curvature between adjacent Bézier patches[M]// BARNHILL RE, BOFHM W. In: surfaces in computer aided geometric design. Amsterdam: North-Holland, 1983: 65–75.
    [11]
    周西军, 杨海成. NURBS曲面G1光滑拼接算法[J]. 计算机辅助设计与图形学学报, 1996, 8(3): 227-233. doi: 10.3321/j.issn:1003-9775.1996.03.011

    ZHOU X J, YANG H C. G1 continuity algorithms between adjacent nurbs patches[J]. Journal of Computer Aided Design & Computer Graphics, 1996, 8(3): 227-233(in Chinese). doi: 10.3321/j.issn:1003-9775.1996.03.011
    [12]
    车翔玖, 梁学章. 两邻接B样条曲面的G1连续条件[J]. 应用数学, 2004, 17(3): 410-416. doi: 10.3969/j.issn.1001-9847.2004.03.016

    CHE X J, LIANG X Z. G1 continuity conditions of two adjacent B-spline surfaces[J]. Mathematica Applicata, 2004, 17(3): 410-416(in Chinese). doi: 10.3969/j.issn.1001-9847.2004.03.016
    [13]
    MU G W, ZANG T, DAI S J. G0 and G1 connection between two adjacent B-spline surfaces[J]. Computer Aided Drafting, Design and Manufacturing, 2013(1): 53-57.
    [14]
    ZHOU X J. G2 continuity algorithms between adjacent NURBS patches along common cubic boundary curve[J]. Chinese Journal of Aeronautics, 2003, 16(4): 241-246. doi: 10.1016/S1000-9361(11)60191-X
    [15]
    朱心雄. 自由曲线曲面造型技术[M]. 北京: 科学出版社, 2000: 168.

    ZHU X X. Free-form curve and surface modeling technology[M]. Beijing: Science Press, 2000: 168 (in Chinese).
    [16]
    E J Q, WANG C H, WANG Y N, et al. A new adaptive mutative scale chaos optimization algorithm and its application[J]. Journal of Control Theory and Applications, 2008, 6(2): 141-145. doi: 10.1007/s11768-008-6067-5
  • 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(4)  / Tables(2)

    Article Metrics

    Article views(816) PDF downloads(3) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return