Research on engineering project risk evaluation system based on neural network

被引:0
|
作者
Li, XY [1 ]
Zhang, MY [1 ]
Wu, WB [1 ]
机构
[1] Jiao Tong Univ, Sch Econ & Management, Beijing 100044, Peoples R China
关键词
ICCREM; paper formatting; guidelines;
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
As the extensibility and complexity of engineering projects in space, the risks of engineering projects are increasing. The increase of risk will cause various deviations, or even failures for engineering projects during operation. in this paper, a dynamic self-study and self-organized engineering project risk evaluation system is established by applying neural network technology. This system breaks through traditional project risk appraisement pattern and solves problem that traditional model is difficult to dispose highly nonlinear model with high effectively. This paper establishes foundation for the practice of project risk evaluation and sets forward a method to solve this kind of nonlinear structural optimization problem of project risk evaluation. At the same time, it can foresee and control project risk in time so that to guarantee project running continuously and successfully.
引用
收藏
页码:776 / 779
页数:4
相关论文
共 50 条
  • [41] Research and Implementation of Intelligent Risk Recognition Model Based on Engineering Construction of Neural Network
    Luo, Jihong
    Pan, Rong
    [J]. LECTURE NOTES IN REAL-TIME INTELLIGENT SYSTEMS (RTIS 2016), 2018, 613 : 319 - 326
  • [42] The Project Risk Analysis Model based on Neural Network
    Dong Fugui
    Li Ning
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 7440 - 7442
  • [43] A Research on Risk Management of Agent Construction System of Engineering Project
    Gang, Li
    [J]. PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON INNOVATION AND MANAGEMENT, VOLS I & II, 2016, : 1157 - 1163
  • [44] Research on Risk Factors Identification and Risk Evaluation of Oilfield Ground Engineering Project
    Xiao Yanling
    Xie Lingzhu
    [J]. PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2, 2009, : 312 - 316
  • [45] Research on risk evaluation model of distribution network project based on extension matter element
    Pan Ersheng
    Li Hui
    Wang Yongli
    Peng Dong
    Wang Zhidong
    Zhang Fuli
    [J]. 2018 FIRST INTERNATIONAL CONFERENCE ON ENVIRONMENT PREVENTION AND POLLUTION CONTROL TECHNOLOGY (EPPCT 2018), 2018, 199
  • [46] Research on Risk Early-warning of Information Technology Outsoucing Project Based on Neural Network
    Kun, Huang
    [J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 2400 - 2405
  • [47] 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
  • [48] Estimating System of Project Cost Based on Neural Network
    Wang, Jianguo
    [J]. 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA AND SMART CITY (ICITBS), 2016, : 392 - 395
  • [49] Research on Construction Risk Evaluation of EPC Project of Transmission and Distribution Engineering Based on Design Enterprise
    Zhao Zhongze
    Meng Qichen
    Pang Nansheng
    [J]. 2020 INTERNATIONAL CONFERENCE ON ENERGY, ENVIRONMENT AND BIOENGINEERING (ICEEB 2020), 2020, 185
  • [50] Research of Students Learning Quality Evaluation System Based on BP Neural Network
    Dai, Li
    Zhao, Xiong
    Lu, Qi
    Lin, Mei
    Xu, Li
    [J]. INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND ENGINEERING (ACSE 2014), 2014, : 313 - 318