Development and Application of a Decision Support System for Human Reliability Assessment - A Case Study of an Electric Power Company
Authorized Users Only
2016
Authors
Stojiljković, EvicaJanacković, Goran
Grozdanović, Miroljub
Savić, Suzana
Žunjić, Aleksandar
Article (Published version)
Metadata
Show full item recordAbstract
This paper describes the human reliability assessment using absolute probability judgment (APJ) method in the Electric Power Company of Serbia (EPS). Taking into account conventional APJ approach, a new decision support tool EPS-APJ was developed. The EPS-APJ tool is intended for use by a group of experts for human error probability assessment. The basic goal of the tool is to facilitate the process of decision-making by experts, in the complex environment of the electric power companies. The usefulness of this new tool is approved in a case study of use of the EPS-APJ for the purpose of the analysis of a repair intervention on a 10/0.4-kV steel lattice tower Nogaje', in the EPS. For the purpose of this study, a database on work-related injuries, accidents, and critical interventions occurred over a 10-year period was created. The research comprised analysis of 1074 workplaces, with the total of 3997 employees. The case study performed at the EPS has confirmed that the EPS-APJ tool for... quantification of human errors is highly applicable, comprehensive, and simple to use. Comparison of the results obtained by application of the EPS-APJ tool versus the basic APJ method has confirmed the accuracy of the decision support tool, and significant speed advantage in conducting an expert evaluation.
Keywords:
industrial accident / human reliability assessment / human error / decision support tool / absolute probability judgmentSource:
Quality and Reliability Engineering International, 2016, 32, 4, 1581-1590Publisher:
- Wiley, Hoboken
Funding / projects:
- Improvement of the monitoring system and the assessment of a long-term population exposure to pollutant substances in the environment using neural networks (RS-MESTD-Integrated and Interdisciplinary Research (IIR or III)-43014)
- Joint research of measurements and effects of ionizing and UV radiation in medicine and environmental protection (RS-MESTD-Integrated and Interdisciplinary Research (IIR or III)-43011)
DOI: 10.1002/qre.1855
ISSN: 0748-8017
WoS: 000374681200023
Scopus: 2-s2.0-84939129963
Collections
Institution/Community
Mašinski fakultetTY - JOUR AU - Stojiljković, Evica AU - Janacković, Goran AU - Grozdanović, Miroljub AU - Savić, Suzana AU - Žunjić, Aleksandar PY - 2016 UR - https://machinery.mas.bg.ac.rs/handle/123456789/2452 AB - This paper describes the human reliability assessment using absolute probability judgment (APJ) method in the Electric Power Company of Serbia (EPS). Taking into account conventional APJ approach, a new decision support tool EPS-APJ was developed. The EPS-APJ tool is intended for use by a group of experts for human error probability assessment. The basic goal of the tool is to facilitate the process of decision-making by experts, in the complex environment of the electric power companies. The usefulness of this new tool is approved in a case study of use of the EPS-APJ for the purpose of the analysis of a repair intervention on a 10/0.4-kV steel lattice tower Nogaje', in the EPS. For the purpose of this study, a database on work-related injuries, accidents, and critical interventions occurred over a 10-year period was created. The research comprised analysis of 1074 workplaces, with the total of 3997 employees. The case study performed at the EPS has confirmed that the EPS-APJ tool for quantification of human errors is highly applicable, comprehensive, and simple to use. Comparison of the results obtained by application of the EPS-APJ tool versus the basic APJ method has confirmed the accuracy of the decision support tool, and significant speed advantage in conducting an expert evaluation. PB - Wiley, Hoboken T2 - Quality and Reliability Engineering International T1 - Development and Application of a Decision Support System for Human Reliability Assessment - A Case Study of an Electric Power Company EP - 1590 IS - 4 SP - 1581 VL - 32 DO - 10.1002/qre.1855 ER -
@article{ author = "Stojiljković, Evica and Janacković, Goran and Grozdanović, Miroljub and Savić, Suzana and Žunjić, Aleksandar", year = "2016", abstract = "This paper describes the human reliability assessment using absolute probability judgment (APJ) method in the Electric Power Company of Serbia (EPS). Taking into account conventional APJ approach, a new decision support tool EPS-APJ was developed. The EPS-APJ tool is intended for use by a group of experts for human error probability assessment. The basic goal of the tool is to facilitate the process of decision-making by experts, in the complex environment of the electric power companies. The usefulness of this new tool is approved in a case study of use of the EPS-APJ for the purpose of the analysis of a repair intervention on a 10/0.4-kV steel lattice tower Nogaje', in the EPS. For the purpose of this study, a database on work-related injuries, accidents, and critical interventions occurred over a 10-year period was created. The research comprised analysis of 1074 workplaces, with the total of 3997 employees. The case study performed at the EPS has confirmed that the EPS-APJ tool for quantification of human errors is highly applicable, comprehensive, and simple to use. Comparison of the results obtained by application of the EPS-APJ tool versus the basic APJ method has confirmed the accuracy of the decision support tool, and significant speed advantage in conducting an expert evaluation.", publisher = "Wiley, Hoboken", journal = "Quality and Reliability Engineering International", title = "Development and Application of a Decision Support System for Human Reliability Assessment - A Case Study of an Electric Power Company", pages = "1590-1581", number = "4", volume = "32", doi = "10.1002/qre.1855" }
Stojiljković, E., Janacković, G., Grozdanović, M., Savić, S.,& Žunjić, A.. (2016). Development and Application of a Decision Support System for Human Reliability Assessment - A Case Study of an Electric Power Company. in Quality and Reliability Engineering International Wiley, Hoboken., 32(4), 1581-1590. https://doi.org/10.1002/qre.1855
Stojiljković E, Janacković G, Grozdanović M, Savić S, Žunjić A. Development and Application of a Decision Support System for Human Reliability Assessment - A Case Study of an Electric Power Company. in Quality and Reliability Engineering International. 2016;32(4):1581-1590. doi:10.1002/qre.1855 .
Stojiljković, Evica, Janacković, Goran, Grozdanović, Miroljub, Savić, Suzana, Žunjić, Aleksandar, "Development and Application of a Decision Support System for Human Reliability Assessment - A Case Study of an Electric Power Company" in Quality and Reliability Engineering International, 32, no. 4 (2016):1581-1590, https://doi.org/10.1002/qre.1855 . .