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Author:

Ma, Xiandong (Ma, Xiandong.) | Zhou, Jian (Zhou, Jian.) | Zhang, Luqing (Zhang, Luqing.) | Sun, Juanjuan (Sun, Juanjuan.) | Huang, Fuyou (Huang, Fuyou.)

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EI Scopus

Abstract:

Controlling by rock mass structure, the stability of rock mass in meizoseismal areas is particularly prominent. In this paper, the dangerous rock mass along the Ludian National Highway in Yunnan was taken as a typical example. A method to visually identify structural planes and quickly extract characteristic information by using point cloud directly was proposed. Firstly, based on the point cloud, the random Hough algorithm and the Fuzzy C-means algorithm were used for clustering analysis. Then the Fast-Marching algorithm was applied to reconstruct the dominant structural planes in three dimensions, to realize the characteristic information extraction of geometric information and spatial distribution state of structural planes. Meanwhile, based on the extracted characteristic information of structural planes, combined with HSV technology, the in-situ dangerous rock mass was identified and counted. The Monte Carlo simulation was also used to compute the in-situ rock volume distribution. Finally, the kinematic analysis of the dangerous rock area was carried out to judge the instability failure mode of the dangerous rock mass. The research results have a certain reference value for the investigation and evaluation of road dangerous rock mass in meizoseismal areas and the energy level design of protective structures. © 2022, Science Press. All right reserved.

Keyword:

Intelligent systems Failure (mechanical) Rock mechanics Fuzzy clustering Monte Carlo methods Rocks Clustering algorithms Unmanned aerial vehicles (UAV) Copying Antennas

Author Community:

  • [ 1 ] [Ma, Xiandong]Key Laboratory of Shale Gas and Geoengineering, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing; 100029, China
  • [ 2 ] [Ma, Xiandong]College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing; 100049, China
  • [ 3 ] [Zhou, Jian]Key Laboratory of Urban Security and Disaster Engineering of Ministry of Education, Beijing University of Technology, Beijing; 100124, China
  • [ 4 ] [Zhang, Luqing]Key Laboratory of Shale Gas and Geoengineering, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing; 100029, China
  • [ 5 ] [Sun, Juanjuan]Key Laboratory of Shale Gas and Geoengineering, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing; 100029, China
  • [ 6 ] [Sun, Juanjuan]College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing; 100049, China
  • [ 7 ] [Huang, Fuyou]Key Laboratory of Shale Gas and Geoengineering, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing; 100029, China
  • [ 8 ] [Huang, Fuyou]College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing; 100049, China

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Source :

Chinese Journal of Rock Mechanics and Engineering

ISSN: 1000-6915

Year: 2022

Volume: 41

Page: 2901-2914

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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