Topological characterization and Gaussian projection reconstruction of ballast 3D contour

被引:0
|
作者
Xiao, Jieling [1 ,2 ]
Ding, Shihao [1 ,2 ]
Liu, Haoming [1 ,2 ]
Wang, Ping [1 ,2 ]
机构
[1] Southwest Jiaotong Univ, MOE Key Lab High Speed Railway Engn, Chengdu 610031, Peoples R China
[2] Southwest Jiaotong Univ, Sch Civil Engn, Chengdu 610031, Peoples R China
基金
中国国家自然科学基金;
关键词
Railway engineering; Ballasted track bed; Ballast; Reconstruction; Morphological features; Optimal ellipsoid; SHAPE;
D O I
10.1016/j.conbuildmat.2024.137527
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Geometric description and reconstruction of ballast is the basis of ballasted track bed refinement research. In this paper, Laser scanning is used to establish the ballast contour sample library. The characteristic parameters of ballast contours, such as flattening, rectangularity are analyzed. A reconstruction method is proposed through deconstructing the ballast into the optimal ellipsoid and surface undulation feature by Gaussian projection; the ballast reconstruction function libraries and digital elevation-like model (DEM) are established to realize the regeneration of ballast. The results show that the ballast samples have various parameters of favorable morphological characteristics with no special particles, and the samples are of high quality. The optimal ellipsoid of ballast regenerated by the function libraries conforms to the probability distribution of the sample, and the correlation coefficients of middle-minor axis ratio (Em/Es) and middle-major axis ratio (Em/El) are 0.9514 and 0.9628, respectively; the optimal ellipsoid generated by the method of equivalent ellipsoid is well fitted, the average overlap rate between the ellipsoid and the ballast reaches 90.62 %; the ballast reconstruction is excellent, all parameters are consistent with the sample distribution. This method can provide an effective way of particle modeling for a more realistic discrete element simulation of ballasted track bed.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Rapid 3-D projection in iterative reconstruction using Gaussian diffusion.
    Wallis, JW
    Miller, TR
    Miller, MM
    Hamill, J
    JOURNAL OF NUCLEAR MEDICINE, 1996, 37 (05) : 244 - 244
  • [42] EFFECT OF DIGITAL FRINGE PROJECTION PARAMETERS ON 3D RECONSTRUCTION ACCURACY
    Babaei, A.
    Saadatseresht, M.
    SMPR CONFERENCE 2013, 2013, 40-1-W3 : 73 - 77
  • [43] 3D Reconstruction of Facial Shape using Color Stripe Projection
    Iso, Ayumi
    Tanaka, Toshiyuki
    2008 PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-7, 2008, : 2976 - 2979
  • [44] 3D Radiation Mapping Using Gaussian Process Regression with Intensity Projection
    Jung, Jihoon
    You, Donggil
    Lee, Kooksun
    Oh, Junghyun
    ADVANCED INTELLIGENT SYSTEMS, 2024, 6 (07)
  • [45] 3D Target Trajectory Reconstruction Using CBCT Projection Images
    Cho, B.
    Ahn, W.
    Yoon, S.
    Kim, J.
    Poulsen, P.
    Keall, P.
    MEDICAL PHYSICS, 2011, 38 (06)
  • [46] Visualizing the human olfactory projection and ancillary structures in a 3D reconstruction
    Low, Victoria F.
    Lin, Chinchien
    Su, Shan
    Osanlouy, Mahyar
    Khan, Mona
    Safaei, Soroush
    Maso Talou, Gonzalo
    Curtis, Maurice A.
    Mombaerts, Peter
    COMMUNICATIONS BIOLOGY, 2024, 7 (01)
  • [47] 3D Reconstruction of Underwater Scenes using Nonlinear Domain Projection
    Wu, Jiayi
    Yu, Boxiao
    Islam, Md Jahidul
    2023 IEEE CONFERENCE ON ARTIFICIAL INTELLIGENCE, CAI, 2023, : 359 - 361
  • [48] Twenty-fold acceleration of 3D projection reconstruction MPI
    Konkle, Justin J.
    Goodwill, Patrick W.
    Saritas, Emine Ulku
    Zheng, Bo
    Lu, Kuan
    Conolly, Steven M.
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2013, 58 (06): : 565 - 576
  • [49] A 3D Reconstruction Algorithm of a Surface of Revolution from Its Projection
    Klyachin V.A.
    Grigorieva E.G.
    Klyachin, V.A. (klyachin.va@volsu.ru), 1600, Pleiades journals (14): : 85 - 91
  • [50] 3D flame reconstruction and error calculation from a schlieren projection
    Alvarez-Herrera, C.
    Herrera-Aguilar, J. L.
    Moreno-Hernandez, D.
    Contreras-Garcia, A. V.
    Murillo-Ramirez, J. G.
    JOURNAL OF THE EUROPEAN OPTICAL SOCIETY-RAPID PUBLICATIONS, 2020, 16 (01)