Risk accumulation assessment method for building construction based on complex network

被引:4
作者
Cao, Dongqiang [1 ,2 ]
Cheng, Lianhua [1 ,2 ]
机构
[1] Xian Univ Sci & Technol, Safety Engn, Xian, Peoples R China
[2] Xian Univ Sci & Technol, Safety Sci & Engn, Xian, Peoples R China
关键词
Building construction; Risk factor; Risk evolution; Risk accumulation; Complex network; MATRIX; QUESTIONNAIRE; INDUSTRY; PROJECTS; SAFETY;
D O I
10.1108/ECAM-02-2023-0149
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Purpose - In the evolution process of building construction accidents, there are key nodes of risk change. This paper aims to quickly identify the key nodes and quantitatively assess the node risk. Furthermore, it is essential to propose risk accumulation assessment method of building construction.Design/methodology/approach - Authors analyzed 419 accidents investigation reports on building construction. In total, 39 risk factors were identified by accidents analysis. These risk factors were combined with 245 risk evolution chains. Based on those, Gephi software was used to draw the risk evolution network model for building construction. Topological parameters were applied to interpret the risk evolution network characteristic.Findings - Combining complex network with risk matrix, the standard of quantitative classification of node risk level is formulated. After quantitative analysis of node risk, 7 items of medium-risk node, 3 items of high-risk node and 2 items of higher-risk nodes are determined. The application results show that the system risk of the project is 44.67%, which is the high risk level. It can reflect the actual safety conditions of the project in a more comprehensive way.Research limitations/implications - This paper determined the level of node risk only using the node degree and risk matrix. In future research, more node topological parameters that could be applied to node risk, such as clustering coefficients, mesoscopic numbers, centrality, PageRank, etc.Practical implications - This article can quantitatively assess the risk accumulation of building construction. It would help safety managers could clarify the system risk status. Moreover, it also contributes to reveal the correspondence between risk accumulation and accident evolution.Originality/value - This study comprehensively considers the likelihood, consequences and correlation to assess node risk. Based on this, single-node risk and system risk assessment methods of building construction systems were proposed. It provided a promising method and idea for the risk accumulation assessment method of building construction. Moreover, evolution process of node risk is explained from the perspective of risk accumulation.
引用
收藏
页码:1522 / 1545
页数:24
相关论文
共 67 条
[1]   Thresholds for domino effects and safety distances in the process industry: A review of approaches and regulations [J].
Alileche, Nassim ;
Cozzani, Valerio ;
Reniers, Genserik ;
Estel, Lionel .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2015, 143 :74-84
[2]   Assessment of accident severity in the construction industry using the Bayesian theorem [J].
Alizadeh, Seyed Shamseddin ;
Mortazavi, Seyed Bagher ;
Sepehri, Mohammad Mehdi .
INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS, 2015, 21 (04) :551-557
[3]   A fuzzy mapping framework for risk aggregation based on risk matrices [J].
Bao, Chunbing ;
Li, Jianping ;
Wu, Dengsheng .
JOURNAL OF RISK RESEARCH, 2018, 21 (05) :539-561
[4]   New research methods & algorithms in social network analysis [J].
Camacho, David ;
Victoria Luzon, Ma ;
Cambria, Erik .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 114 :290-293
[5]   Identification, analysis and dissemination of information on near misses: A case study in the construction industry [J].
Cambraia, Fabricio Borges ;
Saurin, Tarcisio Abreu ;
Formoso, Carlos Torres .
SAFETY SCIENCE, 2010, 48 (01) :91-99
[6]  
Canter L.W., 1995, ENVIRON IMPACT ASSES, V15, P311, DOI DOI 10.1016/0195-9255(95)00010-C
[7]   Assessing the factor structure of the Childhood Trauma Questionnaire, and cumulative effect of abuse and neglect on mental health among adolescents in conflict-affected Burundi [J].
Charak, Ruby ;
de Jong, J. T. V. M. ;
Berckmoes, Lidewyde H. ;
Ndayisaba, Herman ;
Reis, Ria .
CHILD ABUSE & NEGLECT, 2017, 72 :383-392
[8]  
[陈长坤 Chen Changkun], 2022, [灾害学, Journal of Catastrophology], V37, P13
[9]   Data-driven safety enhancing strategies for risk networks in construction engineering [J].
Chen, Fangyu ;
Wang, Hongwei ;
Xu, Gangyan ;
Ji, Hongchang ;
Ding, Shanlei ;
Wei, Yongchang .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2020, 197
[10]   An association rule mining model for evaluating the potential correlation of construction cross operation risk [J].
Chen, Qianqian ;
Tian, Zhen ;
Lei, Tian ;
Huang, Shenghan .
ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2023, 30 (10) :5109-5132