Safety assessment of construction engineering based on combined algorithms

被引:2
|
作者
Li Yancang [1 ]
Suo Juanjuan [1 ]
机构
[1] Hebei Univ Engn, Coll Civil Engn, Handan, Peoples R China
关键词
safety assessment; neural network; Analytic hierarchical model; rough set; construction engineering;
D O I
10.1109/IHMSC.2009.20
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to overcome the shortcomings of construction project safety management, an assessment method based on a modification of neural network was introduced. First, the characteristics of risk management of construction engineering were introduced. Then, the improved algorithm was proposed and it was employed to the assessment of construction project. Engineering practice shows that the assessment can be finished rationally by using this algorithm. The method can also be introduced into other related spheres and it has significance in theory and practice for the risk management problems.
引用
收藏
页码:47 / 50
页数:4
相关论文
共 50 条
  • [1] Construction safety risk assessment method of construction engineering based on improved SVM
    Yin Q.
    Zhou J.
    Zhou Y.
    Li Z.-P.
    International Journal of Sustainable Development, 2023, 26 (3-4) : 329 - 343
  • [2] Civil Engineering Quality Assessment in Terms of Construction Safety Index
    Baiburin, A. Kh.
    INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING (ICIE 2017), 2017, 206 : 800 - 806
  • [3] Application of AHP in construction engineering project safety assessment model
    Song Jincan
    Shen Jinshan
    Proceedings of 2006 International Conference on Construction & Real Estate Management, Vols 1 and 2: COLLABORATION AND DEVELOPMENT IN CONSTRUCTION AND REAL ESTATE, 2006, : 662 - 664
  • [4] Research on the Application Mode of Construction Engineering Safety Management Combined with BIM Technology
    Wang D.
    Liu S.
    Jiang W.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [5] Usability of Visualization Platform-Based Safety Training and Assessment Modules for Engineering Students and Construction Professionals
    Bhagwat, Kishor
    Kumar, Prem
    Kumar, Venkata Santosh
    JOURNAL OF CIVIL ENGINEERING EDUCATION, 2021, 147 (02):
  • [6] Safety risk assessment for vertical concrete formwork activities in civil engineering construction
    Lopez-Arquillos, Antonio
    Rubio-Romero, Juan Carlos
    Gibb, Alistair G. F.
    Gambatese, John A.
    WORK-A JOURNAL OF PREVENTION ASSESSMENT & REHABILITATION, 2014, 49 (02): : 183 - 192
  • [7] Building engineering safety risk assessment and early warning mechanism construction based on distributed machine learning algorithm
    Liu, Hongmei
    Tian, Guiliang
    SAFETY SCIENCE, 2019, 120 : 764 - 771
  • [8] Research on Construction Safety Management Based on BIM - Taking the Direction of Construction Engineering as an Example
    Xiong, Na
    Tang, Jian
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION, INFORMATION AND CONTROL (MEICI 2017), 2017, 156 : 739 - 742
  • [9] Construction of Safety Early Warning Model for Construction of Engineering Based on Convolution Neural Network
    Zhao, Changge
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [10] Assessment of Combined Integrity Algorithms
    Kneissl, F.
    Stoeber, C.
    Eissfeller, B.
    PROCEEDINGS OF THE 22ND INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS 2009), 2009, : 2804 - 2817