Study of electrical safety assessment of industry based on artificial neural network

被引:0
|
作者
Yue Lihong [1 ]
Chen Weigong [1 ]
机构
[1] Qingdao Technol Univ, Minist Educ, Div Sci & Technol, Qingdao 266033, Shangdong, Peoples R China
来源
ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS | 2007年
关键词
electrical system; safety assessment; neural network; BP neural model;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Method of electrical safety assessment of industry based on artificial neural network was proposed. Fourteen assessment indexes were determined to form a new safety assessment index system. According to the system, node number of input layer, output layer and connotative layer was determined and basic frame of BP neural network was constructed. The study of BP neural network was exercised by the counter propagation algorithm and genetic algorithm, the model was solved. The method was tested. Predicted results were found to be in full compliance with the real condition of the plant.
引用
收藏
页码:2668 / 2671
页数:4
相关论文
共 50 条
  • [1] Application of artificial neural network model to safety assessment for coal mine
    Zeng Qi
    Xu Jun
    Wang Suling
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL 6, PTS A AND B, 2006, 6 : 47 - 50
  • [2] Power supply enterprise safety assessment based on BP neural network
    Li, YanRin
    Li, Peng
    Wei, Peng
    Li, GuanHong
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON RISK AND RELIABILITY MANAGEMENT, VOLS I AND II, 2008, : 522 - 526
  • [3] Analysis on evaluation ability of nonlinear safety assessment model of coal mines based on artificial neural network
    施式亮
    刘海波
    刘爱华
    JournalofCoalScience&Engineering(China), 2004, (02) : 55 - 59
  • [4] Research of nonlinear dynamic safety assessment of coal mines based on artificial neural network
    Shi, SL
    He, LW
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL V, PTS A AND B, 2005, 5 : 76 - 81
  • [5] Research on Application of Artificial Neural Network in Coal Mine Safety Assessment
    Yang Zhiyuan
    Zhang Hong
    Shen Si
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL VII, PTS A AND B, 2008, 7 : 126 - 128
  • [6] Improvement on safety assessment model of coal mines based on neural network
    Shi, S
    Liu, HB
    Song, Y
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL 4, PTS A and B, 2004, 4 : 1995 - 2000
  • [7] Study of the Safety Assessment Model of Coal Mine Based on BP Neural Network
    Fan, Yongjian
    Mai, Jianying
    Shen, Yanguang
    ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL I, PROCEEDINGS, 2009, : 103 - 106
  • [8] A Study on a New Method for the Analysis of Flood Risk Assessment Based on Artificial Neural Network
    Li, Qiong
    ADVANCES IN COMPUTER SCIENCE, ENVIRONMENT, ECOINFORMATICS, AND EDUCATION, PT 5, 2011, 218 : 262 - 266
  • [9] An artificial neural-network-based approach to software reliability assessment
    Su, Yu-Shen
    Huang, Chin-Yu
    Chen, Yi-Shin
    Chen, Jing-Xun
    TENCON 2005 - 2005 IEEE REGION 10 CONFERENCE, VOLS 1-5, 2006, : 853 - +
  • [10] Application of artificial neural network for fuzzy logic based leanness assessment
    Vimal, K. E. K.
    Vinodh, Sekar
    JOURNAL OF MANUFACTURING TECHNOLOGY MANAGEMENT, 2013, 24 (02) : 274 - 292