Exploring hazardous chemical explosion accidents with association rules and Bayesian networks
•Hazardous chemical explosion accidents are analyzed according to a hybrid approach.•Fault tree model is constructed using the association rule approach.•The influence of subjective factors in Bayesian network analysis is reduced by the accident data.•The process design and operation events have the...
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| Published in: | Reliability engineering & system safety Vol. 233; p. 109099 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
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Elsevier Ltd
01.05.2023
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| ISSN: | 0951-8320, 1879-0836 |
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| Abstract | •Hazardous chemical explosion accidents are analyzed according to a hybrid approach.•Fault tree model is constructed using the association rule approach.•The influence of subjective factors in Bayesian network analysis is reduced by the accident data.•The process design and operation events have the greatest impact on the occurrence of accident.•Improper temperature control is the most likely to provoke accident directly.
Hazardous chemical accidents pose a severe threat to human and economic activities. To explore the causes and paths of hazardous chemical explosion accidents (HCEAs) in China, a qualitative and quantitative model was proposed in this study. Firstly, 129 accident cases were collected from the official website of the Ministry of Emergency Management of the People's Republic of China, and the accident factors were screened based on association rule (AR). Then, the fault tree (FT) structure of HCEA was developed by the AR, and the qualitative model was transformed into a quantitative Bayesian network (BN) model. Finally, the accident path, the importance size of the basic events, and the sensitivity of the direct cause of the accident were uncovered based on the BN model. The results show that improper temperature control due to operating procedures is the most likely route to accidents. Among the basic events, process management and operating procedures issues ranked the first in importance, with the most significant impact on HCEA. The sensitivity of improper temperature control far exceeds other direct causes and is most likely to induce accidents directly. According to the study results, some feasible measures are put forward to improve the safety management of hazardous chemical production. |
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| AbstractList | •Hazardous chemical explosion accidents are analyzed according to a hybrid approach.•Fault tree model is constructed using the association rule approach.•The influence of subjective factors in Bayesian network analysis is reduced by the accident data.•The process design and operation events have the greatest impact on the occurrence of accident.•Improper temperature control is the most likely to provoke accident directly.
Hazardous chemical accidents pose a severe threat to human and economic activities. To explore the causes and paths of hazardous chemical explosion accidents (HCEAs) in China, a qualitative and quantitative model was proposed in this study. Firstly, 129 accident cases were collected from the official website of the Ministry of Emergency Management of the People's Republic of China, and the accident factors were screened based on association rule (AR). Then, the fault tree (FT) structure of HCEA was developed by the AR, and the qualitative model was transformed into a quantitative Bayesian network (BN) model. Finally, the accident path, the importance size of the basic events, and the sensitivity of the direct cause of the accident were uncovered based on the BN model. The results show that improper temperature control due to operating procedures is the most likely route to accidents. Among the basic events, process management and operating procedures issues ranked the first in importance, with the most significant impact on HCEA. The sensitivity of improper temperature control far exceeds other direct causes and is most likely to induce accidents directly. According to the study results, some feasible measures are put forward to improve the safety management of hazardous chemical production. |
| ArticleNumber | 109099 |
| Author | Hong, Yi-du Yang, Fu-qiang Li, Xin Chen, Chao |
| Author_xml | – sequence: 1 givenname: Xin surname: Li fullname: Li, Xin organization: College of Environment and Safety Engineering, Fuzhou University, No. 2 Xueyuan Road, University Town, Fuzhou, Fujian 350116, China – sequence: 2 givenname: Chao orcidid: 0000-0002-1443-8017 surname: Chen fullname: Chen, Chao organization: School of Petroleum Engineering, Southwest Petroleum University, Chengdu 610500, China – sequence: 3 givenname: Yi-du surname: Hong fullname: Hong, Yi-du organization: College of Environment and Safety Engineering, Fuzhou University, No. 2 Xueyuan Road, University Town, Fuzhou, Fujian 350116, China – sequence: 4 givenname: Fu-qiang surname: Yang fullname: Yang, Fu-qiang email: yangfuqiang@fzu.edu.cn organization: College of Environment and Safety Engineering, Fuzhou University, No. 2 Xueyuan Road, University Town, Fuzhou, Fujian 350116, China |
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| Cites_doi | 10.1016/j.ress.2022.108723 10.1016/j.ress.2015.02.006 10.1016/j.ssci.2022.106021 10.1016/j.ssci.2018.02.011 10.1061/(ASCE)CO.1943-7862.0001505 10.1016/j.jlp.2021.104618 10.1016/j.ress.2018.10.009 10.1016/j.ress.2022.108381 10.1016/j.ress.2015.01.016 10.1007/s11069-016-2403-0 10.1016/j.psep.2020.01.003 10.1016/j.jlp.2019.103932 10.1016/j.ress.2021.107470 10.1111/risa.12283 10.1016/j.ins.2003.03.019 10.1016/j.ijhydene.2019.10.198 10.1016/j.ress.2021.107820 10.1016/j.ress.2020.107232 10.1016/j.psep.2022.07.058 10.1016/j.ress.2020.107089 10.1016/j.tust.2017.09.012 10.1016/j.ress.2022.108893 10.1016/j.jhazmat.2010.06.116 10.1002/prs.12095 10.1016/j.ress.2021.107866 10.1016/j.ress.2022.108934 10.1016/j.corsci.2014.09.012 10.1016/j.ress.2022.108938 10.1016/j.psep.2020.07.014 10.1016/j.jhazmat.2014.06.034 10.3390/ijerph17010011 10.1016/j.ress.2020.107349 10.1016/j.ssci.2011.08.066 10.1016/j.ress.2020.107385 10.1016/j.ress.2022.108763 10.1016/j.ssci.2020.104788 10.1016/j.psep.2018.08.029 10.1016/j.jhazmat.2010.07.061 10.1016/S0951-8320(01)00007-2 10.1016/j.autcon.2017.02.006 10.1016/j.psep.2016.06.006 10.1016/j.jclepro.2021.129533 10.1016/j.ssci.2020.105124 |
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| References | Emergency management department. Ministry of emergency management of the People's Republic of China. 2018. EB/OL.2022-01-14. Xu, Luo (bib0030) 2021; 135 Baraldi, Podofillini, Mkrtchyan (bib0021) 2015; 138 Rui, Liu, Xu (bib0017) 2021; 216 Wang, Chen (bib0044) 2017; 70 Leveson (bib0054) 2012 Wang, Zeng, Guo (bib0004) 2021; 207 Shi, Shuai, Xu (bib0012) 2014; 278 Zhang, Weng (bib0035) 2020; 203 Wang, Li, Wu (bib0051) 2020; 129 Wu, Huang (bib0013) 2019; 182 Caleyo, Valor, Alfonso (bib0040) 2015; 90 Vignoli, Nielsen, Guglielmi (bib0047) 2021; 136 Li, Li, Luo (bib0025) 2017; 80 . Hsu (bib0036) 2004; 163 Renjith, Madhu, Nayagam (bib0011) 2010; 183 Cakir, Fiskin, Sevgili (bib0033) 2021; 209 Lan, Ma, Qiao (bib0023) 2023; 230 Abraha, Liyanage (bib0053) 2015 Yang (bib0007) 2012; 50 Zhao (bib0005) 2016; 84 Borst, Schoonakker (bib0042) 2001; 72 Li, Guo, Ge (bib0049) 2023; 159 Cabello, Martínez-Rojas, Carrillo-Castrillo (bib0028) 2021; 144 Jiang, Wu, Ni (bib0002) 2018; 120 Li, Chen, Zhu (bib0039) 2016; 103 Abreu, Maturana, Droguett (bib0048) 2022; 228 Huang, Li, Fan (bib0019) 2021; 327 Chen, Pei, Xia (bib0027) 2020; 218 Wang, Zhu (bib0006) 2020; 39 Mma, Ap, Im (bib0043) 2020; 45 He, Weng (bib0010) 2020; 144 Li, Ren, Yang (bib0022) 2023; 230 Zhang, Wang, Wei (bib0003) 2021; 17 Zhou, Wong, Hui (bib0016) 2018; 105 Singh, Kaushi, Kumar (bib0018) 2022; 166 Li, Xu, Yao (bib0041) 2021; 73 Darbra, Palacios, Casal (bib0014) 2010; 183 Fu, Wang, Zhao (bib0032) 2022; 221 Pittsburgh (bib0045) 2014 Ayoub, Stankovski, Krger (bib0046) 2021; 214 Chen, Reniers, Khakzad (bib0001) 2021; 207 Wang, Huang, Luo (bib0026) 2018; 144 Catelani, Ciani, Guidi (bib0050) 2021; 215 Lan, Ma, Ma (bib0031) 2023; 229 Mkrtchyan, Podofillini, Dang (bib0038) 2015; 139 Zinetullina, Yang, Khakzad (bib0009) 2021; 205 Bayazit, Kaptan (bib0020) 2022; 382 Yuan, Khakzad, Khan (bib0052) 2015; 35 Men, Chen, Yang (bib0008) 2022; 226 Min, Hw, Dw, Zs (bib0037) 2020; 135 Salzano, Debernardi, Riccio (bib0015) 2019 Hong, Tamakloe, Park (bib0024) 2020; 142 Li, Liu, Liu (bib0034) 2020; 17 Yuan (10.1016/j.ress.2023.109099_bib0052) 2015; 35 Men (10.1016/j.ress.2023.109099_bib0008) 2022; 226 Salzano (10.1016/j.ress.2023.109099_bib0015) 2019 10.1016/j.ress.2023.109099_bib0029 Zhao (10.1016/j.ress.2023.109099_bib0005) 2016; 84 Mkrtchyan (10.1016/j.ress.2023.109099_bib0038) 2015; 139 Bayazit (10.1016/j.ress.2023.109099_bib0020) 2022; 382 Singh (10.1016/j.ress.2023.109099_bib0018) 2022; 166 He (10.1016/j.ress.2023.109099_bib0010) 2020; 144 Li (10.1016/j.ress.2023.109099_bib0041) 2021; 73 Rui (10.1016/j.ress.2023.109099_bib0017) 2021; 216 Chen (10.1016/j.ress.2023.109099_bib0027) 2020; 218 Cakir (10.1016/j.ress.2023.109099_bib0033) 2021; 209 Yang (10.1016/j.ress.2023.109099_bib0007) 2012; 50 Li (10.1016/j.ress.2023.109099_bib0022) 2023; 230 Xu (10.1016/j.ress.2023.109099_bib0030) 2021; 135 Vignoli (10.1016/j.ress.2023.109099_bib0047) 2021; 136 Li (10.1016/j.ress.2023.109099_bib0049) 2023; 159 Huang (10.1016/j.ress.2023.109099_bib0019) 2021; 327 Zhang (10.1016/j.ress.2023.109099_bib0035) 2020; 203 Min (10.1016/j.ress.2023.109099_bib0037) 2020; 135 Jiang (10.1016/j.ress.2023.109099_bib0002) 2018; 120 Caleyo (10.1016/j.ress.2023.109099_bib0040) 2015; 90 Leveson (10.1016/j.ress.2023.109099_bib0054) 2012 Pittsburgh (10.1016/j.ress.2023.109099_bib0045) 2014 Zinetullina (10.1016/j.ress.2023.109099_bib0009) 2021; 205 Ayoub (10.1016/j.ress.2023.109099_bib0046) 2021; 214 Shi (10.1016/j.ress.2023.109099_bib0012) 2014; 278 Lan (10.1016/j.ress.2023.109099_bib0023) 2023; 230 Hong (10.1016/j.ress.2023.109099_bib0024) 2020; 142 Wang (10.1016/j.ress.2023.109099_bib0051) 2020; 129 Renjith (10.1016/j.ress.2023.109099_bib0011) 2010; 183 Zhou (10.1016/j.ress.2023.109099_bib0016) 2018; 105 Borst (10.1016/j.ress.2023.109099_bib0042) 2001; 72 Abraha (10.1016/j.ress.2023.109099_bib0053) 2015 Hsu (10.1016/j.ress.2023.109099_bib0036) 2004; 163 Wang (10.1016/j.ress.2023.109099_bib0044) 2017; 70 Lan (10.1016/j.ress.2023.109099_bib0031) 2023; 229 Wu (10.1016/j.ress.2023.109099_bib0013) 2019; 182 Catelani (10.1016/j.ress.2023.109099_bib0050) 2021; 215 Abreu (10.1016/j.ress.2023.109099_bib0048) 2022; 228 Wang (10.1016/j.ress.2023.109099_bib0004) 2021; 207 Wang (10.1016/j.ress.2023.109099_bib0026) 2018; 144 Li (10.1016/j.ress.2023.109099_bib0025) 2017; 80 Mma (10.1016/j.ress.2023.109099_bib0043) 2020; 45 Cabello (10.1016/j.ress.2023.109099_bib0028) 2021; 144 Fu (10.1016/j.ress.2023.109099_bib0032) 2022; 221 Wang (10.1016/j.ress.2023.109099_bib0006) 2020; 39 Baraldi (10.1016/j.ress.2023.109099_bib0021) 2015; 138 Li (10.1016/j.ress.2023.109099_bib0034) 2020; 17 Chen (10.1016/j.ress.2023.109099_bib0001) 2021; 207 Li (10.1016/j.ress.2023.109099_bib0039) 2016; 103 Darbra (10.1016/j.ress.2023.109099_bib0014) 2010; 183 Zhang (10.1016/j.ress.2023.109099_bib0003) 2021; 17 |
| References_xml | – volume: 72 start-page: 241 year: 2001 end-page: 245 ident: bib0042 article-title: An overview of PSA importance measures publication-title: Reliab Eng Syst Saf – volume: 230 year: 2023 ident: bib0023 article-title: Determining the critical risk factors for predicting the severity of ship collision accidents using a data-driven approach publication-title: Reliab Eng Syst Saf – volume: 205 year: 2021 ident: bib0009 article-title: Quantitative resilience assessment of chemical process systems using functional resonance analysis method and Dynamic Bayesian network publication-title: Reliab Eng Syst Saf – volume: 103 start-page: 163 year: 2016 end-page: 173 ident: bib0039 article-title: Quantitative risk analysis on leakage failure of submarine oil and gas pipelines using Bayesian network publication-title: Process Saf Environ Prot – year: 2015 ident: bib0053 article-title: Review of theories and accident causation models: understanding of human-context dyad toward the use in modern complex systems – volume: 129 year: 2020 ident: bib0051 article-title: Characteristics of hazardous chemical accidents during hot season in China from 1989 to 2019: a statistical investigation publication-title: Saf Sci – volume: 135 year: 2021 ident: bib0030 article-title: Risk prediction and early warning for air traffic controllers' unsafe acts using association rule mining and random forest publication-title: Saf Sci – volume: 221 year: 2022 ident: bib0032 article-title: Interactions among safety risks in metro deep foundation pit projects: an association rule mining-based modeling framework publication-title: Reliab Eng Syst Saf – volume: 138 start-page: 176 year: 2015 end-page: 193 ident: bib0021 article-title: Comparing the treatment of uncertainty in Bayesian networks and fuzzy expert systems used for a human reliability analysis application publication-title: Reliab Eng Syst Saf – volume: 215 year: 2021 ident: bib0050 article-title: An Enhanced SHERPA (E-SHERPA) method for human reliability analysis in railway engineering publication-title: Reliab Eng Syst Saf – volume: 142 year: 2020 ident: bib0024 article-title: Application of association rules mining algorithm for hazardous materials transportation crashes on expressway publication-title: Accid Anal Prev – volume: 207 year: 2021 ident: bib0001 article-title: A dynamic multi-agent approach for modeling the evolution of multi-hazard accident scenarios in chemical plants publication-title: Reliab Eng Syst Saf – volume: 163 start-page: 103 year: 2004 end-page: 122 ident: bib0036 article-title: Genetic wrappers for feature selection in decision tree induction and variable ordering in Bayesian network structure learning publication-title: Inf Sci – volume: 183 start-page: 565 year: 2010 end-page: 573 ident: bib0014 article-title: Domino effect in chemical accidents: main features and accident sequences publication-title: J Hazard Mater – volume: 39 start-page: e12095 year: 2020 ident: bib0006 article-title: A brief report and analysis on the July 19, 2019, explosion in the Yima gasification plant in Sanmenxia, China publication-title: Process Saf Prog – volume: 327 year: 2021 ident: bib0019 article-title: Causation mechanism analysis of excess emission of flue gas pollutants from municipal solid waste incineration power plants by employing the Fault Tree combined with Bayesian Network: a case study in Dongguan publication-title: J Clean Prod – volume: 50 start-page: 294 year: 2012 end-page: 299 ident: bib0007 article-title: Exploring the information literacy of professionals in safety management publication-title: Saf Sci – volume: 278 start-page: 529 year: 2014 end-page: 538 ident: bib0012 article-title: Fuzzy fault tree assessment based on improved AHP for fire and explosion accidents for steel oil storage tanks publication-title: J Hazard Mater – volume: 230 year: 2023 ident: bib0022 article-title: Data-driven Bayesian network for risk analysis of global maritime accidents publication-title: Reliab Eng Syst Saf – volume: 90 start-page: 33 year: 2015 end-page: 45 ident: bib0040 article-title: Bayesian analysis of external corrosion data of non-piggable underground pipelines publication-title: Corros Sci – volume: 144 start-page: 79 year: 2020 end-page: 92 ident: bib0010 article-title: A dynamic and simulation-based method for quantitative risk assessment of the domino accident in chemical industry publication-title: Process Saf Environ Prot – volume: 80 start-page: 95 year: 2017 end-page: 103 ident: bib0025 article-title: Investigation of the causality patterns of non-helmet use behavior of construction workers publication-title: Autom Constr – volume: 229 year: 2023 ident: bib0031 article-title: Pattern investigation of total loss maritime accidents based on association rule mining publication-title: Reliab Eng Syst Saf – volume: 216 year: 2021 ident: bib0017 article-title: A novel approach for reliability assessment of residual heat removal system for HPR1000 based on failure mode and effect analysis, fault tree analysis, and fuzzy Bayesian network methods publication-title: Reliab Eng Syst Saf – year: 2012 ident: bib0054 article-title: Engineering a safer world: applying systems thinking to safety – volume: 120 start-page: 87 year: 2018 end-page: 96 ident: bib0002 article-title: CFD simulation to study batch reactor thermal runaway behavior based on esterification reaction publication-title: Process Saf Environ Prot – volume: 207 year: 2021 ident: bib0004 article-title: A bayesian network for reliability assessment of man-machine phased-mission system considering the phase dependencies of human cognitive error publication-title: Reliab Eng Syst Saf – volume: 226 year: 2022 ident: bib0008 article-title: An event-driven probabilistic methodology for modeling the spatial-temporal evolution of natural hazard-induced domino chain in chemical industrial parks publication-title: Reliab Eng Syst Saf – volume: 183 start-page: 103 year: 2010 end-page: 110 ident: bib0011 article-title: Two-dimensional fuzzy fault tree analysis for chlorine release from a chlor-alkali industry using expert elicitation publication-title: J Hazard Mater – volume: 70 start-page: 330 year: 2017 end-page: 342 ident: bib0044 article-title: Fuzzy comprehensive Bayesian network-based safety risk assessment for metro construction projects publication-title: Tunn Undergr Sp Technol – volume: 382 year: 2022 ident: bib0020 article-title: Evaluation of the risk of pollution caused by ship operations through bow-tie-based fuzzy Bayesian network publication-title: J Clean Prod – volume: 135 start-page: 207 year: 2020 end-page: 218 ident: bib0037 article-title: Risk assessment of gas explosion in coal mines based on fuzzy ahp and bayesian network - sciencedirect publication-title: Process Saf Environ Prot – volume: 166 start-page: 189 year: 2022 end-page: 201 ident: bib0018 article-title: Integrating α-cut interval based fuzzy fault tree analysis with Bayesian network for criticality analysis of submarine pipeline leakage: a novel approach publication-title: Process Saf Environ Prot – volume: 17 start-page: 119 year: 2021 end-page: 126 ident: bib0003 article-title: Analysis and research on chemical and dangerous chemicals accidents in china from 2016—2020 publication-title: J Saf Sci Technol – volume: 136 year: 2021 ident: bib0047 article-title: Design of a safety training package for migrant workers in the construction industry publication-title: Saf Sci – volume: 73 year: 2021 ident: bib0041 article-title: Probabilistic analysis of aluminium production explosion accidents based on a fuzzy Bayesian network publication-title: J Loss Prev Process Ind – volume: 139 start-page: 1 year: 2015 end-page: 16 ident: bib0038 article-title: Bayesian belief networks for human reliability analysis: a review of applications and gaps publication-title: Reliab Eng Syst Saf – volume: 228 year: 2022 ident: bib0048 article-title: Human reliability analysis of conventional maritime pilotage operations supported by a prospective model publication-title: Reliab Eng Syst Saf – volume: 218 year: 2020 ident: bib0027 article-title: Research on human factors cause chain of ship accidents based on multidimensional association rules publication-title: Ocean Eng – volume: 35 start-page: 278 year: 2015 end-page: 291 ident: bib0052 article-title: Risk analysis of dust explosion scenarios using Bayesian networks publication-title: Risk Anal – volume: 214 year: 2021 ident: bib0046 article-title: Precursors and startling lessons: statistical analysis of 1250 events with safety significance from the civil nuclear sector publication-title: Reliab Eng Syst Saf – volume: 144 year: 2018 ident: bib0026 article-title: Improving workplace hazard identification performance using data mining publication-title: J Constr Eng Manag – volume: 45 start-page: 1177 year: 2020 end-page: 1186 ident: bib0043 article-title: Risk modelling of a hydrogen gasholder using fuzzy Bayesian network (FBN) publication-title: Int J Hydrog Energy – volume: 144 year: 2021 ident: bib0028 article-title: Occupational accident analysis according to professionals of different construction phases using association rules publication-title: Saf Sci – volume: 105 start-page: 149 year: 2018 end-page: 157 ident: bib0016 article-title: A fuzzy and bayesian network cream model for human reliability analysis – the case of tanker shipping publication-title: Saf Sci – volume: 84 start-page: 707 year: 2016 end-page: 713 ident: bib0005 article-title: Facts and lessons related to the explosion accident in Tianjin Port, China publication-title: Nat Hazards – volume: 159 year: 2023 ident: bib0049 article-title: Human reliability assessment on building construction work at height: the case of scaffolding work publication-title: Saf Sci – year: 2019 ident: bib0015 article-title: A case study of multiple explosions of chemicals under fire conditions publication-title: J Loss Prev Process Ind – volume: 209 year: 2021 ident: bib0033 article-title: Investigation of tugboat accidents severity: an application of association rule mining algorithms publication-title: Reliab Eng Syst Saf – reference: Emergency management department. Ministry of emergency management of the People's Republic of China. 2018. EB/OL.2022-01-14. – volume: 203 year: 2020 ident: bib0035 article-title: Bayesian network model for buried gas pipeline failure analysis caused by corrosion and external interference publication-title: Reliab Eng Syst Saf – reference: . – year: 2014 ident: bib0045 article-title: GeNIe 2.0. G. 2.0 (Ed.) 2.05219.0 – volume: 182 start-page: 73 year: 2019 end-page: 85 ident: bib0013 article-title: A new accident causation model based on information flow and its application in Tianjin Port fire and explosion accident publication-title: Reliab Eng Syst Saf – volume: 17 start-page: 11 year: 2020 ident: bib0034 article-title: Cause analysis of unsafe behaviors in hazardous chemical accidents: combined with HFACs and Bayesian network publication-title: Int J Environ Res Public Health – volume: 226 year: 2022 ident: 10.1016/j.ress.2023.109099_bib0008 article-title: An event-driven probabilistic methodology for modeling the spatial-temporal evolution of natural hazard-induced domino chain in chemical industrial parks publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2022.108723 – volume: 139 start-page: 1 issue: 7 year: 2015 ident: 10.1016/j.ress.2023.109099_bib0038 article-title: Bayesian belief networks for human reliability analysis: a review of applications and gaps publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2015.02.006 – volume: 144 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0028 article-title: Occupational accident analysis according to professionals of different construction phases using association rules publication-title: Saf Sci – volume: 159 year: 2023 ident: 10.1016/j.ress.2023.109099_bib0049 article-title: Human reliability assessment on building construction work at height: the case of scaffolding work publication-title: Saf Sci doi: 10.1016/j.ssci.2022.106021 – volume: 105 start-page: 149 year: 2018 ident: 10.1016/j.ress.2023.109099_bib0016 article-title: A fuzzy and bayesian network cream model for human reliability analysis – the case of tanker shipping publication-title: Saf Sci doi: 10.1016/j.ssci.2018.02.011 – volume: 144 issue: 8 year: 2018 ident: 10.1016/j.ress.2023.109099_bib0026 article-title: Improving workplace hazard identification performance using data mining publication-title: J Constr Eng Manag doi: 10.1061/(ASCE)CO.1943-7862.0001505 – volume: 73 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0041 article-title: Probabilistic analysis of aluminium production explosion accidents based on a fuzzy Bayesian network publication-title: J Loss Prev Process Ind doi: 10.1016/j.jlp.2021.104618 – volume: 218 issue: 20 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0027 article-title: Research on human factors cause chain of ship accidents based on multidimensional association rules publication-title: Ocean Eng – year: 2012 ident: 10.1016/j.ress.2023.109099_bib0054 – volume: 216 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0017 article-title: A novel approach for reliability assessment of residual heat removal system for HPR1000 based on failure mode and effect analysis, fault tree analysis, and fuzzy Bayesian network methods publication-title: Reliab Eng Syst Saf – volume: 142 issue: 5 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0024 article-title: Application of association rules mining algorithm for hazardous materials transportation crashes on expressway publication-title: Accid Anal Prev – volume: 182 start-page: 73 year: 2019 ident: 10.1016/j.ress.2023.109099_bib0013 article-title: A new accident causation model based on information flow and its application in Tianjin Port fire and explosion accident publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2018.10.009 – volume: 221 year: 2022 ident: 10.1016/j.ress.2023.109099_bib0032 article-title: Interactions among safety risks in metro deep foundation pit projects: an association rule mining-based modeling framework publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2022.108381 – volume: 138 start-page: 176 issue: 2 year: 2015 ident: 10.1016/j.ress.2023.109099_bib0021 article-title: Comparing the treatment of uncertainty in Bayesian networks and fuzzy expert systems used for a human reliability analysis application publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2015.01.016 – volume: 135 issue: 24 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0030 article-title: Risk prediction and early warning for air traffic controllers' unsafe acts using association rule mining and random forest publication-title: Saf Sci – volume: 84 start-page: 707 issue: 1 year: 2016 ident: 10.1016/j.ress.2023.109099_bib0005 article-title: Facts and lessons related to the explosion accident in Tianjin Port, China publication-title: Nat Hazards doi: 10.1007/s11069-016-2403-0 – volume: 135 start-page: 207 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0037 article-title: Risk assessment of gas explosion in coal mines based on fuzzy ahp and bayesian network - sciencedirect publication-title: Process Saf Environ Prot doi: 10.1016/j.psep.2020.01.003 – year: 2019 ident: 10.1016/j.ress.2023.109099_bib0015 article-title: A case study of multiple explosions of chemicals under fire conditions publication-title: J Loss Prev Process Ind doi: 10.1016/j.jlp.2019.103932 – volume: 209 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0033 article-title: Investigation of tugboat accidents severity: an application of association rule mining algorithms publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2021.107470 – volume: 35 start-page: 278 issue: 2 year: 2015 ident: 10.1016/j.ress.2023.109099_bib0052 article-title: Risk analysis of dust explosion scenarios using Bayesian networks publication-title: Risk Anal doi: 10.1111/risa.12283 – volume: 163 start-page: 103 issue: 1–3 year: 2004 ident: 10.1016/j.ress.2023.109099_bib0036 article-title: Genetic wrappers for feature selection in decision tree induction and variable ordering in Bayesian network structure learning publication-title: Inf Sci doi: 10.1016/j.ins.2003.03.019 – volume: 45 start-page: 1177 issue: 1 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0043 article-title: Risk modelling of a hydrogen gasholder using fuzzy Bayesian network (FBN) publication-title: Int J Hydrog Energy doi: 10.1016/j.ijhydene.2019.10.198 – volume: 214 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0046 article-title: Precursors and startling lessons: statistical analysis of 1250 events with safety significance from the civil nuclear sector publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2021.107820 – volume: 205 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0009 article-title: Quantitative resilience assessment of chemical process systems using functional resonance analysis method and Dynamic Bayesian network publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2020.107232 – volume: 166 start-page: 189 year: 2022 ident: 10.1016/j.ress.2023.109099_bib0018 article-title: Integrating α-cut interval based fuzzy fault tree analysis with Bayesian network for criticality analysis of submarine pipeline leakage: a novel approach publication-title: Process Saf Environ Prot doi: 10.1016/j.psep.2022.07.058 – volume: 382 year: 2022 ident: 10.1016/j.ress.2023.109099_bib0020 article-title: Evaluation of the risk of pollution caused by ship operations through bow-tie-based fuzzy Bayesian network publication-title: J Clean Prod – volume: 203 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0035 article-title: Bayesian network model for buried gas pipeline failure analysis caused by corrosion and external interference publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2020.107089 – volume: 70 start-page: 330 year: 2017 ident: 10.1016/j.ress.2023.109099_bib0044 article-title: Fuzzy comprehensive Bayesian network-based safety risk assessment for metro construction projects publication-title: Tunn Undergr Sp Technol doi: 10.1016/j.tust.2017.09.012 – volume: 229 year: 2023 ident: 10.1016/j.ress.2023.109099_bib0031 article-title: Pattern investigation of total loss maritime accidents based on association rule mining publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2022.108893 – volume: 183 start-page: 103 year: 2010 ident: 10.1016/j.ress.2023.109099_bib0011 article-title: Two-dimensional fuzzy fault tree analysis for chlorine release from a chlor-alkali industry using expert elicitation publication-title: J Hazard Mater doi: 10.1016/j.jhazmat.2010.06.116 – volume: 39 start-page: e12095 issue: 1 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0006 article-title: A brief report and analysis on the July 19, 2019, explosion in the Yima gasification plant in Sanmenxia, China publication-title: Process Saf Prog doi: 10.1002/prs.12095 – volume: 215 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0050 article-title: An Enhanced SHERPA (E-SHERPA) method for human reliability analysis in railway engineering publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2021.107866 – volume: 230 year: 2023 ident: 10.1016/j.ress.2023.109099_bib0023 article-title: Determining the critical risk factors for predicting the severity of ship collision accidents using a data-driven approach publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2022.108934 – volume: 90 start-page: 33 issue: 1 year: 2015 ident: 10.1016/j.ress.2023.109099_bib0040 article-title: Bayesian analysis of external corrosion data of non-piggable underground pipelines publication-title: Corros Sci doi: 10.1016/j.corsci.2014.09.012 – volume: 230 year: 2023 ident: 10.1016/j.ress.2023.109099_bib0022 article-title: Data-driven Bayesian network for risk analysis of global maritime accidents publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2022.108938 – volume: 144 start-page: 79 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0010 article-title: A dynamic and simulation-based method for quantitative risk assessment of the domino accident in chemical industry publication-title: Process Saf Environ Prot doi: 10.1016/j.psep.2020.07.014 – year: 2015 ident: 10.1016/j.ress.2023.109099_bib0053 – volume: 278 start-page: 529 year: 2014 ident: 10.1016/j.ress.2023.109099_bib0012 article-title: Fuzzy fault tree assessment based on improved AHP for fire and explosion accidents for steel oil storage tanks publication-title: J Hazard Mater doi: 10.1016/j.jhazmat.2014.06.034 – volume: 17 start-page: 11 issue: 1 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0034 article-title: Cause analysis of unsafe behaviors in hazardous chemical accidents: combined with HFACs and Bayesian network publication-title: Int J Environ Res Public Health doi: 10.3390/ijerph17010011 – volume: 207 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0001 article-title: A dynamic multi-agent approach for modeling the evolution of multi-hazard accident scenarios in chemical plants publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2020.107349 – year: 2014 ident: 10.1016/j.ress.2023.109099_bib0045 – volume: 50 start-page: 294 issue: 2 year: 2012 ident: 10.1016/j.ress.2023.109099_bib0007 article-title: Exploring the information literacy of professionals in safety management publication-title: Saf Sci doi: 10.1016/j.ssci.2011.08.066 – volume: 207 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0004 article-title: A bayesian network for reliability assessment of man-machine phased-mission system considering the phase dependencies of human cognitive error publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2020.107385 – volume: 228 year: 2022 ident: 10.1016/j.ress.2023.109099_bib0048 article-title: Human reliability analysis of conventional maritime pilotage operations supported by a prospective model publication-title: Reliab Eng Syst Saf doi: 10.1016/j.ress.2022.108763 – volume: 129 year: 2020 ident: 10.1016/j.ress.2023.109099_bib0051 article-title: Characteristics of hazardous chemical accidents during hot season in China from 1989 to 2019: a statistical investigation publication-title: Saf Sci doi: 10.1016/j.ssci.2020.104788 – volume: 120 start-page: 87 year: 2018 ident: 10.1016/j.ress.2023.109099_bib0002 article-title: CFD simulation to study batch reactor thermal runaway behavior based on esterification reaction publication-title: Process Saf Environ Prot doi: 10.1016/j.psep.2018.08.029 – volume: 183 start-page: 565 issue: 1–3 year: 2010 ident: 10.1016/j.ress.2023.109099_bib0014 article-title: Domino effect in chemical accidents: main features and accident sequences publication-title: J Hazard Mater doi: 10.1016/j.jhazmat.2010.07.061 – volume: 72 start-page: 241 issue: 3 year: 2001 ident: 10.1016/j.ress.2023.109099_bib0042 article-title: An overview of PSA importance measures publication-title: Reliab Eng Syst Saf doi: 10.1016/S0951-8320(01)00007-2 – volume: 17 start-page: 119 issue: 10 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0003 article-title: Analysis and research on chemical and dangerous chemicals accidents in china from 2016—2020 publication-title: J Saf Sci Technol – volume: 80 start-page: 95 year: 2017 ident: 10.1016/j.ress.2023.109099_bib0025 article-title: Investigation of the causality patterns of non-helmet use behavior of construction workers publication-title: Autom Constr doi: 10.1016/j.autcon.2017.02.006 – volume: 103 start-page: 163 issue: Part A year: 2016 ident: 10.1016/j.ress.2023.109099_bib0039 article-title: Quantitative risk analysis on leakage failure of submarine oil and gas pipelines using Bayesian network publication-title: Process Saf Environ Prot doi: 10.1016/j.psep.2016.06.006 – volume: 327 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0019 article-title: Causation mechanism analysis of excess emission of flue gas pollutants from municipal solid waste incineration power plants by employing the Fault Tree combined with Bayesian Network: a case study in Dongguan publication-title: J Clean Prod doi: 10.1016/j.jclepro.2021.129533 – ident: 10.1016/j.ress.2023.109099_bib0029 – volume: 136 year: 2021 ident: 10.1016/j.ress.2023.109099_bib0047 article-title: Design of a safety training package for migrant workers in the construction industry publication-title: Saf Sci doi: 10.1016/j.ssci.2020.105124 |
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