Statistical approaches to estimation of nominal HEPs using simulation data

International Topical Meeting on Probabilistic Safety Assessment and Analysis, PSA 2017

Volumn 1, Issue , 2017, Pages 426-431

  Kim, Yochan ^a   Park, Jinkyun ^a   Jung, Wondea ^a  

^a Korea Atomic Energy Research Institute   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

PROBABILITY; SAFETY ENGINEERING;

AMERICAN NUCLEAR SOCIETY; COMPARATIVE STUDIES; HUMAN ERROR PROBABILITY; HUMAN RELIABILITY ANALYSIS; HUMAN RELIABILITY DATUM; PROBABILISTIC SAFETY ASSESSMENT; QUANTITATIVE INFORMATION; STATISTICAL APPROACH;

RELIABILITY ANALYSIS;

EID: 85032699694     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. K. S. PARK and K. T. JUNG, �Considering performance shaping factors in situation-specific human error probabilities,� Int J Ind Ergonom, 18(4), 325-31 (1996).
2. A. D. SWAIN and H. E. GUTTMANN, Handbook of human reliability analysis with emphasis on nuclear power plant applications, NUREG/CR-1278, U.S. Nuclear Regulatory Commission, Washington DC, (1983).
3. W. PREISCHL and M. HELLMICH, �Human error probabilities from operational experience of German nuclear power plants, Reliab Eng Syst Safe, 109, 150-159, (2013).
4. I. JANG, A.R. KIM, M. HARBI, S.J. LEE, H.G. KANG, and P.H. SEONG, �An empirical study on the basic human error probabilities for NPP advanced main control room operation using soft control,� Nucl Eng Des, 257, 79-87, (2013).
5. G. BASRA and B. KIRWAN. �Collection of offshore human error probability data,� Reliab Eng Syst Safe, 61, 77-93, (1998).
6. I. JANG, W. JUNG, and P. H. SEONG, �Human error and the associated recovery probabilities for soft control being used in the advanced MCRs of NPPs,� Ann Nucl Energy, 87, 290-298, (2016)
7. K. M. GROTH, C. L. SMITH, and L.P. SWILER, �A Bayesian method for using simulator data to enhance human error probabilities assigned by existing HRA methods�, Reliab Eng Syst Safe, 128, 32-40, (2014).
8. Y. KIM, J. PARK, W. JUNG, S. Y. CHOI, and S. KIM, �Estimating HEPs and PSF Effects Using Full-scope Simulator Data: A Preliminary Study,� 13th International Conference on Probabilistic Safety Assessment and Management (PSAM 13), Korea, (2016).
9. Y. KIM, J. PARK, W. JUNG, I. JANG, and P. H. SEONG, �A statistical approach to estimating effects of performance shaping factors on human error probabilities of soft controls,� Reliab Eng Syst Safe, 142, 378-387, (2015).
10. B. KIRWAN, �The development of a nuclear chemical plant human reliability management approach: HRMS and JHEDI,� Reliab Eng Syst Safe, 56, 107-133, (1997).
11. A.R. KIM, J.H. KIM, I. JANG, J. PARK, AND P. H. SEONG, �A framework to assess diagnosis error probabilities in the advanced MCR,� Transactions of the Korean Nuclear Society Autumn Meeting, Gyeongju, Korea, October 27-28, (2016).
12. Y. KIM, J. PARK, and W. JUNG. �A classification scheme of erroneous behaviors for human error probability estimations based on simulator data,� Reliab Eng Syst Safe, 163, 1-13, (2017).
13. G. E. BOX and G. C. TIAO. Bayesian inference in statistical analysis, John Wiley & Sons, (2011).
14. S. JANG, S. J. HAN, K. R. MIN, K. Y. KIM, and J. J. HA, Study on improvement of technical specifications for the plant protection system (PPS) in the Korean Standard Nuclear Power Plant (KSNPP), KAERI/TR-2166/2002, Korea Atomic Energy Research Institute, Daejeon, Republic of Korea, (2002)
15. R Core Team, R: A language and environment for statistical computing [Internet]. Vienna, Austria: R Foundation for Statistical Computing, (2016). Document freely available on the internet at: http://www. r-project. org.
16. M. LESNOFF and R. LANCELOT, Aod: analysis of overdispersed data. R package version, 1.3, (2012).
17. D. GERTMAN, H. BLACKMAN, J. MARBLE, J. BYERS, and C. SMITH, The SPAR-H: human reliability analysis method, NUREG/CR-6883, U.S. Nuclear Regulatory Commission, Washington DC, (2005).