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
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
  • [41] The Evaluation Model of Bridge Construction Safety Management Variable Fuzzy Sets
    Yang Jing
    Chen Shun-liang
    [J]. ADVANCED CONSTRUCTION TECHNOLOGIES, 2014, 919-921 : 1494 - 1498
  • [42] The Research of Safety Management Model of Shield Metro Construction based on PCA-AHP-FUZZY
    Zhao, Jinxian
    Li, Long
    Gou, Min
    Xia, Yunbo
    [J]. CIVIL ENGINEERING, ARCHITECTURE AND SUSTAINABLE INFRASTRUCTURE II, PTS 1 AND 2, 2013, 438-439 : 1032 - 1037
  • [43] Risk Evaluation Model of Highway Tunnel Portal Construction Based on BP Fuzzy Neural Network
    Deng, Xianghui
    Xu, Tian
    Wang, Rui
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2018, 2018
  • [44] Risk Management of Prefabricated Building Construction Based on Fuzzy Neural Network
    Yang, Maohua
    [J]. SCIENTIFIC PROGRAMMING, 2022, 2022
  • [45] Research on risk management of construction safety based on Bayesian network
    Yu Wan-Jun
    Zi Jing-yan
    [J]. 2018 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATICS AND BIOMEDICAL SCIENCES (ICIIBMS), 2018, : 25 - 30
  • [46] Research on the construction supply chain management based on neural network
    Hou, XP
    Wang, YW
    Zhang, Y
    Zhang, YJ
    [J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2: CHALLENGE OF INNOVATION IN CONSTRUCTION AND REAL ESTATE, 2005, : 678 - 681
  • [47] Research on safety detection of power terminal based on neural network
    Xiong, HongZhang
    Zhou, DaPeng
    [J]. 2022 6TH INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND INTELLIGENT CONTROL, ISCSIC, 2022, : 291 - 295
  • [48] Based on the Fuzzy Mathematics Model of Quality Management of Highway Construction Project
    Liu Bingquan
    Wen Fenghua
    Wang Yaozhong
    [J]. ADVANCES IN COMPUTER SCIENCE, ENVIRONMENT, ECOINFORMATICS, AND EDUCATION, PT III, 2011, 216 : 398 - +
  • [49] Research on Thermal Power Plant Construction Project Risk Evaluation Based on AHP and Gray Relational analysis
    Li Jianqing
    Niu Dongxiao
    [J]. ADVANCES IN MANAGEMENT OF TECHNOLOGY, PT 1, 2009, : 62 - 65
  • [50] The Research of Project Quality Management Model Based on Lean Construction
    Han Yike
    Wang Jianbin
    [J]. PROCEEDINGS OF THE 2015 3RD INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE, EDUCATION TECHNOLOGY, ARTS, SOCIAL SCIENCE AND ECONOMICS (MSETASSE 2015), 2015, 41 : 1209 - 1211