Research on safety management evaluation model based on fuzzy neural network for power plant construction project

被引：0
|
作者：
Niu, Dongxiao [1 ]
Wang, Yongli [1 ]
Xing, Mian [2 ]
机构：
[1] N China Elect Power Univ, Dept Econ Management, Baoding 071003, Peoples R China
[2] N China Elect Power Univ, Dept Math, Baoding 071003, Peoples R China
来源：
DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS | 2007年 / 14卷
关键词：
fuzzy neural network; safety management evaluation; power plant construction; principle component analysis;
D O I：
暂无
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
Safety management is very important to the power construction. Regarding to power plant construction safety management evaluation is useful for the construction unit to find the potential hazard source, do practical precautions and generalize lesson's for the future. The purpose of this paper is to establish an evaluation model for safety management evaluation. In this paper, the method of principle component analysis were used to deal with the or original indexes, it selects the factors which are important for power plant construction evaluation through the method to pre-process all the influenced factors. Based on the pre-processed method the fuzzy neural network was adopted to establish an. evaluation model and classify the evaluation result. It performs well with small sample set for the fuzzy neural to be used. This was a new thought for the fuzzy neural network to be used in safety management evaluation, for power plant construction project.
引用
收藏
页码：376 / 380
页数：5
相关论文
共 50 条
  • [1] Power Plant Construction Project Safety Management Evaluation with Fuzzy Neural Network Model
    Niu, Dongxiao
    Wang, Yongli
    Ma, Xiaoyong
    [J]. 2008 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS 2008), VOLS 1-4, 2008, : 489 - 492
  • [2] Research of fuzzy neural network in power plant construction project safety management evaluation model (ID: 6-062)
    Niu Dongxiao
    Wang Yongli
    Liu Quangui
    Zhao Qi
    [J]. PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-5: INDUSTRIAL ENGINEERING AND MANAGEMENT INNOVATION IN NEW-ERA, 2006, : 2454 - 2458
  • [3] Research of bp neural network in power plant construction project impact evaluation model
    Niu, Dong Xiao
    Liu, Quan Gui
    Wang, Yong Li
    [J]. Proceedings of CRIOCM 2006 International Research Symposium on Advancement of Construction Management and Real Estate, Vols 1 and 2, 2006, : 913 - 918
  • [4] Risk Management Evaluation Based on Elman Neural Network for Power Plant Construction Project
    Wang, Yongli
    Niu, Dongxiao
    Xing, Mian
    [J]. ADVANCES IN INTELLIGENT INFORMATION AND DATABASE SYSTEMS, 2010, 283 : 315 - +
  • [5] Evaluation model for power plant construction project safety management based on support vector machine
    Wang, Q
    Niu, DX
    Wang, WJ
    Li, JC
    [J]. PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL V, PTS A AND B, 2005, 5 : 709 - 714
  • [6] Evaluating Degree of Success in Power Plant Construction Project Based on Fuzzy Neural Network
    Huang, Yuansheng
    Liu, Qingchao
    Qu, Zilong
    Wang, Mingyan
    [J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 3, PROCEEDINGS, 2008, : 206 - 210
  • [7] Research on safety evaluation model based on wavelet network for power plant operation
    Wang, WJ
    Niu, DX
    Wang, Q
    Li, JC
    [J]. PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL V, PTS A AND B, 2005, 5 : 721 - 725
  • [8] On Post-Evaluation of Power Plant Construction Project Based on Improved Back Propagation Neural Network
    Niu Dongxiao
    Li Xin
    Zhang Kun
    Liu Yimin
    [J]. PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 2458 - 2461
  • [9] Research on Risk Prediction of Construction Section in Construction Project Based on Fuzzy Artificial Neural Network
    Yu, Miao
    [J]. PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY (FMSMT 2017), 2017, 130 : 263 - 267
  • [10] Research on Safety Evaluation for Military Aviation Management Based on RBF Neural Network model
    Gan, Xusheng
    Han, Baohua
    Han, Baoan
    Zhou, Zhihua
    [J]. PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS), 2020, : 701 - 704
12345