Improvement of the monitoring system and the assessment of a long-term population exposure to pollutant substances in the environment using neural networks

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Improvement of the monitoring system and the assessment of a long-term population exposure to pollutant substances in the environment using neural networks (en)
Унапређење система мониторинга и процене дуготрајне изложености становништва загађујућим супстанцама у животној средини применом неуронских мрежа (sr)
Unapređenje sistema monitoringa i procene dugotrajne izloženosti stanovništva zagađujućim supstancama u životnoj sredini primenom neuronskih mreža (sr_RS)
Authors

Publications

Development and Application of a Decision Support System for Human Reliability Assessment - A Case Study of an Electric Power Company

Stojiljković, Evica; Janacković, Goran; Grozdanović, Miroljub; Savić, Suzana; Žunjić, Aleksandar

(Wiley, Hoboken, 2016) 

TY  - 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 . .
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