Citation: | ZHU Liuxian, WEI Wei, LI Li. Dimensional Synthesis Approach for Planar Open Path Based on Chord Angle Descriptor[J]. Journal of Southwest Jiaotong University. doi: 10.3969/j.issn.0258-2724.20230148 |
To overcome the issues of huge computation and low retrieval efficiency in extracting planar open path by numerical atlas, a dimension synthesis approach was proposed based on chord angle descriptor. To begin with, by using the invariance of translation, rotation, and scaling of the chord angle descriptor, the path shape feature can be obtained directly which is independent of frame position, orientation and the overall scaling of the mechanism. Then, based on the self-contained property of the chord angle descriptors, a partial matching algorithm is proposed for the open path, which is not affected by the sampling resolution. Furthermore, the obtained chord angle descriptor is compressed into 2-dimensional features by multi-dimensional scaling. The numerical atlas of
[1] |
LEE W T, RUSSELL K. Developments in quantitative dimensional synthesis (1970–present): four-bar path and function generation[J]. Inverse Problems in Science and Engineering, 2018, 26(9): 1280-1304. doi: 10.1080/17415977.2017.1396328
|
[2] |
LI X G, WEI S M, LIAO Q Z, et al. A novel analytical method for four-bar path generation synthesis based on Fourier series[J]. Mechanism and Machine Theory, 2020, 144: 103671.1-103671.7.
|
[3] |
刘武芃. 平面连杆机构系统分析与解域综合的理论与方法研究[D]. 北京:北京科技大学,2022.
|
[4] |
曹阳. 基于解域的空间连杆机构综合理论与方法研究[D]. 北京:北京科技大学,2020.
|
[5] |
张瑶,孔建益,孙亮波,等. 平面含复铰杆组拓扑结构的同构判定方法[J]. 组合机床与自动化加工技术,2019(5): 47-50.
ZHANG Yao, KONG Jianyi, SUN Liangbo, et al. Isomorphism identification method for topological structure of planar Assur groups with multiple jionts[J]. Modular Machine Tool & Automatic Manufacturing Technique, 2019(5): 47-50.
|
[6] |
EQRA N, ABIRI A H, VATANKHAH R. Optimal synthesis of a four-bar linkage for path generation using adaptive PSO[J]. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2018, 40(9): 469. doi: 10.1007/s40430-018-1392-1
|
[7] |
冯卓. 仿生四足机器人机构设计与动力学尺寸综合[D]. 马鞍山:安徽工业大学,2019.
|
[8] |
孙园喜. 基于齿轮-五杆机构的假肢膝关节设计优化与驱动控制研究[D]. 西安:西北工业大学,2018.
|
[9] |
郑鹏程. 空间连杆机构轨迹综合理论与方法的研究[D]. 大连:大连理工大学,2000.
|
[10] |
CHU J K, SUN J W. Numerical atlas method for path generation of spherical four-bar mechanism[J]. Mechanism and Machine Theory, 2010, 45(6): 867-879. doi: 10.1016/j.mechmachtheory.2009.12.005
|
[11] |
韩建友,袁玉芹,吕翔宇,等. 平面多杆机构杆组自动生成方法[J]. 机械工程学报,2015,51(19): 1-10. doi: 10.3901/JME.2015.19.001
HAN Jianyou, YUAN Yuqin, LU Xiangyu, et al. Methodology for the automatic generation of assur groups from planar multi-bar linkages[J]. Journal of Mechanical Engineering, 2015, 51(19): 1-10. doi: 10.3901/JME.2015.19.001
|
[12] |
路懿,Tatu Leinonen. 用计算机辅助几何技术对Stephenson六杆机构近似位姿的综合[J]. 计算机辅助设计与图形学学报,2003,15(6): 685-691.
LU Yi, TATU Leinonen. Computer-aided AD geometry approach of approximate dimensional synthesis for stephenson six-bar linkage[J]. Journal of Computer-Aided Design & Computer Graphics, 2003, 15(6): 685-691.
|
[13] |
DESHPANDE S, PURWAR A. An image-based approach to variational path synthesis of linkages[J]. Journal of Computing and Information Science in Engineering, 2021, 21(2): 021005.1-021005.13.
|
[14] |
DESHPANDE S, PURWAR A. Computational creativity via assisted variational synthesis of mechanisms using deep generative models[J]. Journal of Mechanical Design, 2019, 141(12): 121402.1-121402.10.
|
[15] |
SUN J W, XUE N, LIU W R, et al. A synthesis method for path generation of a planar five-bar mechanism based on dynamic self-adaptive atlas database[J]. Inverse Problems in Science and Engineering, 2020, 28(5): 1745792.1-1745792.24.
|
[16] |
于红英,赵彦微,许栋铭. 平面铰链四杆机构的轨迹综合方法[J]. 哈尔滨工业大学学报,2015,47(1): 40-47.
YU Hongying, ZHAO Yanwei, XU Dongming. A path synthesis method of planar hinge four-bar linkage[J]. Journal of Harbin Institute of Technology, 2015, 47(1): 40-47.
|
[17] |
ZHANG W, LIU Z, SUN J W, et al. Path synthesis of a spherical five-bar mechanism based on a numerical atlas method[J]. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2022, 44(11): 554. doi: 10.1007/s40430-022-03860-w
|
[18] |
丁健生,刘文瑞,孙建伟. 平面四杆机构少位置设计要求特征提取方法[J]. 机械传动,2018,42(12): 59-63.
DING Jiansheng, LIU Wenrui, SUN Jianwei. Feature extraction method for planar four-bar mechanism with design requirement of finitely separated position[J]. Journal of Mechanical Transmission, 2018, 42(12): 59-63.
|
[19] |
GALÁN-MARÍN G, ALONSO F J, DEL CASTILLO J M. Shape optimization for path synthesis of crank-rocker mechanisms using a wavelet-based neural network[J]. Mechanism and Machine Theory, 2009, 44(6): 1132-1143. doi: 10.1016/j.mechmachtheory.2008.09.006
|
[20] |
WEI W, SHU X, CHEN P, et al. A chord-angle-based approach with expandable solution space to 1-degree-of-freedom (DOF) rehabilitation mechanism synthesis[J]. Mechanical Sciences, 2022, 13(1): 341-352. doi: 10.5194/ms-13-341-2022
|
[21] |
BUŚKIEWICZ J, STAROSTA R, WALCZAK T. On the application of the curve curvature in path synthesis[J]. Mechanism and Machine Theory, 2009, 44(6): 1223-1239. doi: 10.1016/j.mechmachtheory.2008.08.001
|
[22] |
BUŚKIEWICZ J. Design of a feeder with the use of the path synthesis method[M]//Mechanisms and Machine Science. Dordrecht: Springer Netherlands, 2014: 251-259.
|
[23] |
韩远飞. 基于傅里叶描述符的单自由度辅助站立机构构型尺度融合设计[D]. 成都:西南交通大学,2019.
|
[24] |
WU J, GE Q J, GAO F, et al. On the extension of a Fourier descriptor based method for planar four-bar linkage synthesis for generation of open and closed paths[J]. Journal of Mechanisms and Robotics, 2011, 3(3): 031002.1-031002.8.
|
[25] |
李晓东,李磊. 基于数值图谱的空间RRSS机构开区间轨迹综合方法[J]. 机械传动,2021,45(12): 28-33.
LI Xiaodong, LI Lei. Open Interval path synthesis method of spatial RRSS mechanism based on numerical atlas[J]. Journal of Mechanical Transmission, 2021, 45(12): 28-33.
|
[26] |
YUE C, SU H J, GE Q J. A hybrid computer-aided linkage design system for tracing open and closed planar curves[J]. Computer-Aided Design, 2012, 44(11): 1141-1150. doi: 10.1016/j.cad.2012.06.004
|
[27] |
SUN J W, LIU W R, CHU J K. Dimensional synthesis of open path generator of four-bar mechanisms using the haar wavelet[J]. Journal of Mechanical Design, 2015, 137(8): 082303.1-082303.8.
|
[28] |
LIU W R, SUN J W, ZHANG B C, et al. Wavelet feature parameters representations of open planar curves[J]. Applied Mathematical Modelling, 2018, 57: 614-624. doi: 10.1016/j.apm.2017.05.035
|
[29] |
刘文瑞,孙建伟,褚金奎. 基于小波特征参数的平面四杆机构轨迹综合方法[J]. 机械工程学报,2019,55(9): 18-28. doi: 10.3901/JME.2019.09.018
LIU Wenrui, SUN Jianwei, CHU Jinkui. Synthesis method for path generation of a planar four-bar mechanism based on the wavelet feature parameters[J]. Journal of Mechanical Engineering, 2019, 55(9): 18-28. doi: 10.3901/JME.2019.09.018
|
[30] |
DESHPANDE S, PURWAR A. A machine learning approach to kinematic synthesis of defect-free planar four-bar linkages[J]. Journal of Computing and Information Science in Engineering, 2019, 19(2): 021004.1-021004.10.
|
[31] |
DONOSER M, RIEMENSCHNEIDER H, BISCHOF H. Efficient partial shape matching of outer contours[C]//Asian Conference on Computer Vision. Berlin, Heidelberg: Springer, 2010: 281-292.
|
[32] |
黄伟国,胡大盟,杨剑宇,等. 用于遮挡形状匹配的弦角特征描述[J]. 光学 精密工程,2015,23(6): 1758-1767. doi: 10.3788/OPE.20152306.1758
HUANG Weiguo, HU Dameng, YANG Jianyu, et al. Chord angle representation for shape matching under occlusion[J]. Optics and Precision Engineering, 2015, 23(6): 1758-1767. doi: 10.3788/OPE.20152306.1758
|
[33] |
杨世明,马庆国. 双摇杆机构运动分析及设计研究[J]. 机械设计与研究,2018,34(2): 71-75.
YANG Shiming, MA Qingguo. Motion analysis and design of double-rocker mechanism[J]. Machine Design & Research, 2018, 34(2): 71-75.
|
[34] |
ALTMAN N, KRZYWINSKI M. The curse(s) of dimensionality[J]. Nature Methods, 2018, 15: 399-400. doi: 10.1038/s41592-018-0019-x
|
[35] |
WANG J Z. Geometric structure of high-dimensional data and dimensionality reduction[M]. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011.
|
[36] |
JOHNSON S C. Hierarchical clustering schemes[J]. Psychometrika, 1967, 32(3): 241-254. doi: 10.1007/BF02289588
|