Improved DEMATEL methodology for effective safety management decision-making

Safety Science - Tập 127 - Trang 104705 - 2020
Mohammad Yazdi1, Faisal Khan1, Rouzbeh Abbassi1,2, Risza Rusli3
1Centre for Risk, Integrity, and Safety Engineering (C-RISE), Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John's NL A1B 3X5, Canada
2School of Engineering, Macquarie University, NSW, 2113, Australia
3Center of Advanced Process Safety (CAPS), Chemical Engineering Department, Universiti Teknologi PETRONAS, Ipoh, Malaysia

Tóm tắt

Từ khóa


Tài liệu tham khảo

Abimbola, 2016, Risk-based safety analysis of well integrity operations, Saf. Sci., 84, 149, 10.1016/j.ssci.2015.12.009

Arzaghi, 2018, Developing a dynamic model for pitting and corrosion-fatigue damage of subsea pipelines, Ocean Eng., 150, 391, 10.1016/j.oceaneng.2017.12.014

Asuquo, 2019, Application of a multiple attribute group decision making (MAGDM) model for selecting appropriate maintenance strategy for marine and offshore machinery operations, Ocean Eng., 179, 246, 10.1016/j.oceaneng.2019.02.065

Barlas, 1996, Formal aspects of model validity and validation in system dynamics, Syst. Dyn. Rev., 12, 183, 10.1002/(SICI)1099-1727(199623)12:3<183::AID-SDR103>3.0.CO;2-4

Behzadian, 2012, A state-of the-art survey of TOPSIS applications, Expert Syst. Appl., 39, 13051, 10.1016/j.eswa.2012.05.056

Belton, 2002, The multiple criteria problem, 13

Berzuini, 2012

Bhandari, 2017, Pitting degradation modeling of ocean steel structures using Bayesian network, J. Offshore Mech. Arct. Eng., 139, 1, 10.1115/1.4036832

Borovička, 2019, New approach for estimation of criteria weights based on a linguistic evaluation, Expert Syst. Appl., 125, 100, 10.1016/j.eswa.2019.01.069

Brown, D., 2015. The 14 elements you should include in your PSM program [WWW Document]. URL https://info.basicsafe.us/safety-management/blog/the-14-elements-you-should-include-in-your-psm-program (accessed 12.26.19).

Buchanan, 2006, A brief history of decision making, Harv. Bus. Rev., 84, 32

Certa, 2017, ELECTRE TRI-based approach to the failure modes classification on the basis of risk parameters: an alternative to the risk priority number, Comput. Ind. Eng., 108, 100, 10.1016/j.cie.2017.04.018

Chang, 2010, A risk assessment methodology using intuitionistic fuzzy set in FMEA, Int. J. Syst. Sci., 41, 1457, 10.1080/00207720903353633

Chang, 2008, Reliability assessment of an aircraft propulsion system using IFS and OWA tree, Eng. Optim., 40, 907, 10.1080/03052150802132914

Chen, 2015, Built environment factors in explaining the automobile-involved bicycle crash frequencies: a spatial statistic approach, Saf. Sci., 79, 336, 10.1016/j.ssci.2015.06.016

Chen, 2010, Measures and evaluation for environment watershed plans using a novel hybrid MCDM model, Expert Syst. Appl., 37, 926, 10.1016/j.eswa.2009.04.068

Chou, 2012, Evaluating the criteria for human resource for science and technology (HRST) based on an integrated fuzzy AHP and fuzzy DEMATEL approach, Appl. Soft Comput. J., 12, 64, 10.1016/j.asoc.2011.08.058

Du, 2019, Group fuzzy comprehensive evaluation method under ignorance, Expert Syst. Appl., 126, 92, 10.1016/j.eswa.2019.02.006

Duan, 2016, A risk matrix analysis method based on potential risk influence: a case study on cryogenic liquid hydrogen filling system, Process Saf. Environ. Prot., 102, 277, 10.1016/j.psep.2016.03.022

Fenton, N.E., Neil, M. (Martin D.), 2013. Risk assessment and decision analysis with Bayesian networks.

Fenton, 2007, Using ranked nodes to model qualitative judgments in bayesian networks, IEEE Trans. Knowl. Data Eng., 19, 1420, 10.1109/TKDE.2007.1073

Fontela, 1972

Gal, 1999

Gölcük, 2016, An analysis of DEMATEL approaches for criteria interaction handling within ANP, Expert Syst. Appl., 46, 346, 10.1016/j.eswa.2015.10.041

Gul, 2018, Application of Pythagorean fuzzy AHP and VIKOR methods in occupational health and safety risk assessment: the case of a gun and rifle barrel external surface oxidation and colouring unit, Int. J. Occup. Saf. Ergon., 1–14

Gul, 2018, A new Fine-Kinney-based risk assessment framework using FAHP-FVIKOR incorporation, J. Loss Prev. Process Ind., 53, 3, 10.1016/j.jlp.2017.08.014

Han, 2018, A hybrid intelligent model for assessment of critical success factors in high-risk emergency system, J. Ambient Intell. Humaniz. Comput., 9, 1933, 10.1007/s12652-018-0882-4

Han, 2018, An enhanced fuzzy evidential DEMATEL method with its application to identify critical success factors, Soft Comput., 22, 5073, 10.1007/s00500-018-3311-x

Hatami-Marbini, 2013, A fuzzy group Electre method for safety and health assessment in hazardous waste recycling facilities, Saf. Sci., 51, 414, 10.1016/j.ssci.2012.08.015

Holdsworth, 2003, Practical applications approach to design, development and implementation of an integrated management system, J. Hazard. Mater., 104, 193, 10.1016/j.jhazmat.2003.08.001

Hwang, 1981

Ishino, 2014, 425

Islam, 2018, Human error probability assessment during maintenance activities of marine systems, Saf. Health Work, 9, 42, 10.1016/j.shaw.2017.06.008

Jensen, F. V., V., F., 1996. An Introduction to Bayesian Networks. Springer.

Kabir, 2019, A method for temporal fault tree analysis using intuitionistic fuzzy set and expert elicitation, IEEE Access, 1–17

Kabir, 2018, Uncertainty-aware dynamic reliability analysis framework for complex systems, IEEE Access, 6, 29499, 10.1109/ACCESS.2018.2843166

Kaplan, 2009

Kaya, 2019, Building Bayesian networks based on DEMATEL for multiple criteria decision problems: a supplier selection case study, Expert Syst. Appl., 134, 234, 10.1016/j.eswa.2019.05.053

Kosko, B., 1986. Fuzzy cognitive map (FCM).

Li, 2019, Analysis on accident-causing factors of urban buried gas pipeline network by combining DEMATEL, ISM and BN methods, J. Loss Prev. Process Ind., 61, 49, 10.1016/j.jlp.2019.06.001

Liao, 2019, The state-of-the-art survey on integrations and applications of the best worst method in decision making: why, what, what for and what’s next?, Omega

Liou, 2008, Building an effective safety management system for airlines, J. Air Transp. Manag., 14, 20, 10.1016/j.jairtraman.2007.10.002

Liu, 2019

Liu, 2014, Learning conditional preference networks from inconsistent examples, IEEE Trans. Knowl. Data Eng., 26, 376, 10.1109/TKDE.2012.231

Mardani, 2017, A review of multi-criteria decision-making applications to solve energy management problems: two decades from 1995 to 2015, Renew. Sustain. Energy Rev., 71, 216, 10.1016/j.rser.2016.12.053

Meng, 2019, Dynamic quantitative risk assessment of accidents induced by leakage on offshore platforms using DEMATEL-BN, Int. J. Nav. Archit. Ocean Eng., 11, 22, 10.1016/j.ijnaoe.2017.12.001

Mete, 2019, A decision-support system based on Pythagorean fuzzy VIKOR for occupational risk assessment of a natural gas pipeline construction, J. Nat. Gas Sci. Eng., 71, 10.1016/j.jngse.2019.102979

Musharraf, 2013, Human reliability assessment during offshore emergency conditions, Saf. Sci., 59, 19, 10.1016/j.ssci.2013.04.001

Musharraf, 2018, Incorporating individual differences in human reliability analysis: an extension to the virtual experimental technique, Saf. Sci., 107, 216, 10.1016/j.ssci.2017.07.010

Naderpour, 2018, Texas LPG fire: domino effects triggered by natural hazards, Process Saf. Environ. Prot., 116, 354, 10.1016/j.psep.2018.03.008

2005

Nielsen, 2009

Norazahar, 2017, Prioritizing safety critical human and organizational factors of EER systems of offshore installations in a harsh environment, Saf. Sci., 10.1016/j.ssci.2016.08.006

Opricovic, 2004, Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS, Eur. J. Oper. Res., 156, 445, 10.1016/S0377-2217(03)00020-1

OSHA, 1994. Process Safety Management Guidelines for Compliance [WWW Document]. URL https://www.osha.gov/Publications/osha3133.html (accessed 12.26.19).

Pearl, 2000

Pui, 2017, Risk-based maintenance of offshore managed pressure drilling (MPD) operation, J. Pet. Sci. Eng., 159, 513, 10.1016/j.petrol.2017.09.066

Rezaei, 2016, Best-worst multi-criteria decision-making method: some properties and a linear model, Omega (United Kingdom), 64, 126

Rezaei, 2015, Best-worst multi-criteria decision-making method, Omega (United Kingdom), 53, 49

Rostamabadi, 2019, Model for A Novel Fuzzy Bayesian Network-HFACS (FBN-HFACS) model for analyzing Human and Organizational Factors (HOFs) in process accidents, Process Saf. Environ. Prot., 132, 59, 10.1016/j.psep.2019.08.012

Roy, 1991, The outranking approach and the foundations of electre methods, Theory Decis., 31, 49, 10.1007/BF00134132

Saaty, 2005, The analytic network process, 1

Saaty, 1996

Saaty, 1977, A scaling method for priorities in hierarchical structures, J. Math. Psychol., 15, 234, 10.1016/0022-2496(77)90033-5

Si, 2018, DEMATEL technique: a systematic review of the state-of-the-art literature on methodologies and applications, Math. Probl. Eng., 2018, 1, 10.1155/2018/3696457

Skład, 2019, Assessing the impact of processes on the Occupational Safety and Health Management System’s effectiveness using the fuzzy cognitive maps approach, Saf. Sci., 117, 71, 10.1016/j.ssci.2019.03.021

Song, 2019, Probabilistic assessment of integrated safety and security related abnormal events: a case of chemical plants, Saf. Sci., 113, 115, 10.1016/j.ssci.2018.11.004

Wang, 2019, Effectiveness assessment of ship navigation safety countermeasures using fuzzy cognitive maps, Saf. Sci., 117, 352, 10.1016/j.ssci.2019.04.027

Watson, 1978, Interpretive structural modeling—A useful tool for technology assessment?, Technol. Forecast. Soc. Change, 11, 165, 10.1016/0040-1625(78)90028-8

Xiao-xuan, 2007, Using expert’s knowledge to build Bayesian networks, 220

Xu, 2014, Intuitionistic fuzzy analytic hierarchy process, IEEE Trans. Fuzzy Syst., 22, 749, 10.1109/TFUZZ.2013.2272585

Yang, 2019, Coordinated development path of metropolitan logistics and economy in Belt and Road using DEMATEL–Bayesian analysis, Int. J. Logist. Res. Appl., 22, 1, 10.1080/13675567.2018.1439907

Yazdi, 2019, Introducing a heuristic approach to enhance the reliability of system safety assessment, Qual. Reliab. Eng. Int., 1–27

Yazdi, 2018, Risk assessment based on novel intuitionistic fuzzy-hybrid-modified TOPSIS approach, Saf. Sci., 110, 438, 10.1016/j.ssci.2018.03.005

Yazdi, 2019, Fuzzy dynamic risk-based maintenance investment optimization for offshore process facilities, J. Loss Prev. Process Ind., 194–207

Yazdi, 2020, A novel extension of DEMATEL approach for probabilistic safety analysis in process systems, Saf. Sci., 121, 119, 10.1016/j.ssci.2019.09.006

Yazdi, 2020, Application of an artificial intelligence decision-making method for the selection of maintenance strategy, 246

Yeh, 2014, Factors in determining wind farm location: integrating GQM, fuzzyDEMATEL, and ANP, Renew. Energy, 66, 159, 10.1016/j.renene.2013.12.003

Yuan, 2015, Risk-based optimal safety measure allocation for dust explosions, Saf. Sci., 74, 79, 10.1016/j.ssci.2014.12.002

Zare, 2016, Multi-criteria decision making approach in E-learning: a systematic review and classification, Appl. Soft Comput. J., 45, 108, 10.1016/j.asoc.2016.04.020

Zarei, 2019, A hybrid model for human factor analysis in process accidents: FBN-HFACS, J. Loss Prev. Process Ind., 57, 142, 10.1016/j.jlp.2018.11.015

Zarei, 2019, Safety assessment of process systems using fuzzy extended bow tie (FEBT) model, Chem. Eng. Trans., 77, 1027

Zhou, 2017, D-DEMATEL: a new method to identify critical success factors in emergency management, Saf. Sci., 91, 93, 10.1016/j.ssci.2016.06.014