BLASTING, Volume. 40, Issue 3, 31(2023)

Research on Explosive-Rock Matching System based on XGBoost

CUI Xue-jiao1...2,*, LI Qi-yue1, TAO Ming1, HONG Zhi-xian1, ZHAO Ming-sheng2,3, LI Jie2, ZHOU Jian-min2 and YU Hong-bing2 |Show fewer author(s)
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(22)

    [1] [1] BOND F C,WHITNEY B B.The work index in blasting[C]∥ARMA US Rock Mechanics/Geomechanics Symposium.ARMA,1959: ARMA-59-0082.

    [2] [2] FAVREAU R F.Generation of strain waves in rock by an explosion in a spherical cavity[J].Journal of Geophysical Research,1969,74(17): 4267-4280.DOI: 10.1029/JB074i017p04267.

    [4] [4] LONG Ling-xiao,NIU Cheng-jun,NIU Qiang.Study on the main criterion of rock blasting property-block ratio by plane photography[J].Yunnan Metallurgy, 1983(1) : 12-15, 50.DOI: CNKI: SUN: YNYJ.0.1983-01-002.(in Chinese)

    [6] [6] ZOU Ding-xiang.The regularity of rock blasting block distribution and its application in blasting engineering[J].Blasting, 1985(2): 37-43.DOI: CNKI: SUN: BOPO.0.1985-02-009.(in Chinese)

    [8] [8] NIU Qiang,XIONG Dai-yu.Influence of dielectric wave impedance on rock blasting block distribution[J].Metal Mines, 1988(6): 18-20.DOI: CNKI: SUN: JSKS.0.1988-06-003.(in Chinese)

    [10] [10] GUO Ming.Grey correlation analysis of main influencing factors of blasting block degree[J].Mining Research and Development, 2000,20(6): 3.DOI: 10.3969/j.issn.1005-2763.2000.06.015.(in Chinese)

    [12] [12] SHAN Xiao-yun,LI Zhan-jin.Fractal theory and fractal study of rock fragmentation[J].Journal of Hebei Institute of Technology, 2003,25(2): 8.DOI: 10.3969/j.issn.1674-0262.2003.02.003.(in Chinese)

    [14] [14] WANG Ji-yu,ZHAO Ming-sheng.Study on formula diversity and rock energy matching of mixed explosives[J].Blasting,2022,39(4): 138-143, 200.(in Chinese)

    [16] [16] ZHAO Ming-sheng,HUANG Sheng-song,ZHOU Jian-ming, et al.Study on influence of formula of mixed emulsion explosive on matching effect of explosive and rock[J].Blasting,2021,38(4): 124-128, 179.(in Chinese)

    [18] [18] LU Bo-yang,HUANG Sheng-song,LI Jin-shan.Research on the performance of on-site mixed emulsification explosive performance and rock impedance matching test research[J].Mining Technology,2020,20(3): 140-142.(in Chinese)

    [20] [20] LENG Zhen-dong,ZHAO Ming-sheng,ZHOU Gui-song,et al.Explosive-rock interactions based on non-ideal detonation[J].Engineering Blasting,2018,24(6): 1-9, 32.(in Chinese)

    [22] [22] LENG Zhen-dong,LU Wen-bo,YAN Peng,et al.A new method of rock-explosive matching in drilling and blasting based on reasonable control of the crushed zone[J].Engineering Sciences,2014,16(11): 28-35, 47.(in Chinese)

    [24] [24] HUANG Sheng-song.Application research of mixed emulsification explosive formula diverse in a certain mine explosion and peeling[D].Guiyang: Guizhou University,2020.(in Chinese)

    [26] [26] WANG Ji-yu.Test research on the effect of improving the blasting effect of Benkukukuka coal mine blasting effect of mixed explosives and rock energy[D].Guiyang: Guizhou University,2022.(in Chinese)

    [28] [28] LENG Zhen-dong.Explosion energy release and transmission mechanism in rock blasting[D].Wuhan: Wuhan University,2017.(in Chinese)

    [30] [30] YANG Ren-shu,LI Yi-yu,FANG Shi-zheng,et al.Tests for effects of wave impedance on rock′s dynamic performance[J].Journal of Vibration and Shock,2020,39(3): 178-185.(in Chinese)

    [32] [32] ZHAO Ming-sheng,XU Hai-bo,ZHANG Gan-sheng.Research into the matching between explosives performance and rock strengthbased on the neural network[J].Journal of Liaoning Institute of Science and Technology,2009,11(1): 1-3.(in Chinese)

    [34] [34] XIA Shu-yuan,DONG Yong-feng,WANG Li-qing.XGBOOST blasting block prediction research based on characteristic engineering[J].Blasting,2023,40(2): 97-101, 131.DOI: 10.3963/j.issn.1001-487X.2023.02.014.(in Chinese)

    [36] [36] LU Wan-wan,WANG Wei-fang,MA Yu-ming.Research on early warning model based on XGBoost algorithm[J].Electronic Design Engineering,2022,30(19): 49-54, 59.(in Chinese)

    [38] [38] HAN Feng,YU Jia,XU Guo-xing,et al.Research on the construction simulation of tunnel engineering construction based on the improvement of XGBOOST an unbalanced surrounding rock advance classification method[J].Journal of Hohai Untiversity,2023,51(1): 150-157.(in Chinese)

    [40] [40] YE Hai-wang,HU Jun-jie,LEI Tao,et al.LOO-XGBOOST model predicts rock burst block[J].Blasting,2022,39(1): 16-21.(in Chinese)

    [42] [42] ZHANG Xi-liang.Ensemble learning model and engineering application of environmental effect prediction of rock mass blasting[D].Hefei: University of Science and Technology of China,2020.(in Chinese)

    Tools

    Get Citation

    Copy Citation Text

    CUI Xue-jiao, LI Qi-yue, TAO Ming, HONG Zhi-xian, ZHAO Ming-sheng, LI Jie, ZHOU Jian-min, YU Hong-bing. Research on Explosive-Rock Matching System based on XGBoost[J]. BLASTING, 2023, 40(3): 31

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Jul. 3, 2023

    Accepted: --

    Published Online: Jan. 15, 2024

    The Author Email: Xue-jiao CUI (150422218@qq.com)

    DOI:10.3963/j.issn.1001-487x.2023.03.005

    Topics