Study on the Blasting Safety Evaluation Method Based on BP Neural Network

被引:0
|
作者
Chen, Zancheng [1 ]
机构
[1] Univ Sci & Technol Beijing, Sch Civil & Environm Engn, Beijing 100083, Peoples R China
关键词
blasting engineering; safety assessment; BP neural network;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
For the complexity of safety system of blasting engineering, and the advantage of Artificial Neural Network (ANN) in solving such uncertain problem, ANN is introduced in this paper.Assessment model based on BP Neural Network is established, which can achieve variable weights and dynamic assessment which cannot be achieved by traditional methods. The model achieves perfect combine of knowledge and experience, reconstructed the experts' knowledge and experience. The research on safety assessment model of blasting engineering in this paper is not only significant to actual using but also to the establishment of expert system of safety assessment of blasting.
引用
收藏
页码:327 / 330
页数:4
相关论文
共 50 条
  • [1] Study on Evaluation of Coal Mine Safety Based on BP Neural Network
    Guo, Kai
    [J]. EBM 2010: INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT, VOLS 1-8, 2010, : 3313 - 3316
  • [2] Evaluation Method of Coal Mine Production Safety Based on BP Neural Network
    Sun Gang
    Zhang Ruixin
    Luo Fen
    Sun Kelei
    Huang Xiaoming
    [J]. 2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, VOL 1, PROCEEDINGS, 2009, : 514 - +
  • [3] Study on the discrimination method of driving safety states based on BP neural network
    Cao, Fengping
    [J]. MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 6111 - 6114
  • [4] Study of structural reliability evaluation method based on deep BP neural network
    Liu, Jie
    Liu, Lifang
    Li, Shun
    Tang, Zhangchun
    Wang, Chenjue
    [J]. 2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018, : 500 - 505
  • [5] Forecast of Blasting Fragmentation Distribution Based on BP Neural Network
    Hong, Gao
    Liang, Fu Zhi
    [J]. HYDRAULIC EQUIPMENT AND SUPPORT SYSTEMS FOR MINING, 2013, 619 : 3 - +
  • [6] Traffic Safety Evaluation in the Port Roadway Based on BP Neural Network
    Sun, Li-shan
    Luo, Wei
    Zeng, Wei
    Qiu, Cong-ying
    Cui, Li
    [J]. LOW-CARBON CITY AND NEW-TYPE URBANIZATION, 2015, : 151 - 161
  • [7] Safety evaluation model of oil depot based on BP neural network
    Yang, Yi
    Luo, Geng
    Gu, Yuhua
    Zhu, Chengping
    [J]. PROGRESS IN MINE SAFETY SCIENCE AND ENGINEERING II, 2014, : 1205 - 1209
  • [8] Safety evaluation of casing string based on BP artificial neural network
    Yan, Yifei
    Yang, Xiujuan
    Kong, Chao
    Zhou, Xiaoqi
    Shao, Bing
    [J]. 2018 INTERNATIONAL JOINT CONFERENCE ON MATERIALS SCIENCE AND MECHANICAL ENGINEERING, 2018, 383
  • [9] Prediction and Analysis Method of Mine Blasting Quality Based on GA-BP Neural Network
    Yu, Jianyang
    Ren, Shijie
    [J]. MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [10] Research on prediction of average blasting fragmentation based on BP neural network
    Zhang, G. Q.
    Tao, T. J.
    Wang, X. G.
    Wu, C. P.
    [J]. MEASUREMENT AND ANALYSIS OF BLAST FRAGMENTATION, 2013, : 133 - 137