Understanding and enhancing nuclear safety culture in nuclear power plants through a quantitative system dynamics model

Autores

  • Santiago Gregorio Acuña Comisión Nacional de Energía Atómica image/svg+xml
  • Marcelo Oscár Gim´enez Comisión Nacional de Energía Atómica image/svg+xml
  • Mariela Grinberg Comisión Nacional de Energía Atómica image/svg+xml
  • Ochuko Felix Orikpete University of Port Harcourt image/svg+xml
  • Warren Farr Informed Dynamic Solutions

DOI:

https://doi.org/10.15392/2319-0612.2025.2819

Palavras-chave:

nuclear safety, safety culture, safety management, nuclear power plants, quantitative model, causal loop diagram and stock-and-flow diagrams, VENSIM PLE+ software

Resumo

This study presents a quantitative system dynamics model developed to understand and enhance nuclear safety culture and operational performance in nuclear power plants. The model employs causal loop diagrams and stock-and-flow diagrams, created using Vensim PLE+ software, to capture and simulate the complex interactions that define safety culture dynamics. Recognizing the fundamental role of organizational culture in maintaining nuclear safety, the model incorporates key elements such as leadership, risk perception, continuous improvement, internal communication, and the commitment of management and personnel. Through an extensive literature review and expert consultations, the research integrates critical variables into the model, grounded in frameworks from the International Atomic Energy Agency (IAEA) and the World Association of Nuclear Operators (WANO). Simulating a decade of safety culture management dynamics, the model reveals the impact of management strategies, demonstrating the effectiveness of continuous improvement initiatives and proactive leadership in enhancing safety outcomes. Stress tests conducted under extreme scenarios validated the model's robustness, reaffirming its applicability in safeguarding safety culture under intensified production pressures. The findings provide actionable insights for nuclear safety professionals and decision-makers, promoting environments that support safety-focused practices. This model serves as a comprehensive tool to advance safety culture in nuclear operations, offering valuable perspectives for both theoretical discourse and practical nuclear safety management.

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Referências

[1] Budnitz, R. J., Rogner, H. H., & Shihab-Eldin, A. (2018). Expansion of nuclear power technology to new countries–SMRs, safety culture issues, and the need for an improved international safety regime. Energy Policy, 119, 535-544. https://doi.org/10.1016/j.enpol.2018.04.051

[2] Orikpete, O. F., & Ewim, D. R. E. (2024). Interplay of human factors and safety culture in nuclear safety for enhanced organisational and individual performance: A comprehensive review. Nuclear Engineering and Design, 416, 1-15. https://doi.org/10.1016/j.nucengdes.2023.112797

[3] Korbut, T. N., Gurko, O. B., & Nautsyk, O. A. (2022). Development of safety culture in the Republic of Belarus in 2020–2021. Physics of Atomic Nuclei, 85(9), 1455-1458. https://doi.org/10.1134/s1063778822090204

[4] Badia, E., Navajas, J., & Losilla, J. M. (2020). Safety culture in the Spanish nuclear power plants through the prism of high reliability organization, resilience and conflicting objectives theories. Applied Sciences, 11(1), 345-370. https://doi.org/10.3390/app11010345

[5] Gisquet, E., Beauquier, S., & Poulain, E. (2021). Revisiting safety culture: The benefits of a new cultural analysis framework for safety management. Nuclear Technology, 207(9), 1410-1422. https://doi.org/10.1080/00295450.2020.1868891

[6] Kim, B. S., & Oh, Y. (2014). System thinking perspective on the dynamic relationship between organizational characteristics of nuclear safety culture. Journal of the Ergonomics Society of Korea, 33(2), 77-86. https://doi.org/10.5143/jesk.2014.33.2.77

[7] Akselsson, R., Jacobsson, A., Börjesson, M., Ek, Å., & Enander, A. (2012). Efficient and effective learning for safety from incidents. Work, 41, 3216-3222. https://doi.org/10.3233/wor-2012-0661-3216

[8] Kirwan, B., Reader, T., & Parand, A. (2018). The safety culture stack–the next evolution of safety culture?. Safety and Reliability, 38(3), 200-217. https://doi.org/10.1080/09617353.2018.1556505

[9] Bernard, B. (2018). A safety culture maturity matrix for nuclear regulatory bodies. Safety, 4(4), 44-53. https://doi.org/10.3390/safety4040044

[10] Choi, Y., Jung, S. J., & Chung, Y. H. (2016). Regulatory oversight of nuclear safety culture and the validation study on the oversight model components. Journal of the Ergonomics Society of Korea, 35(4), 263-275. https://doi.org/10.5143/jesk.2016.35.4.263

[11] Qayoom, A., & HW Hadikusumo, B. (2019). Multilevel safety culture affecting organization safety performance: a system dynamic approach. Engineering, Construction and Architectural Management, 26(10), 2326-2346. https://doi.org/10.1108/ecam-08-2018-0355

[12] Lomonaco, G., Mainardi, E., Marková, T., & Mazzini, G. (2021). Approaching nuclear safety culture in fission and fusion technology. Applied Sciences, 11(10), 4511-4525. https://doi.org/10.3390/app11104511

[13] Reiman, T., Pietikäinen, E., Oedewald, P., & Gotcheva, N. (2012). System modeling with the DISC framework: evidence from safety-critical domains. Work, 41(Supplement 1), 3018-3025. https://doi.org/10.3233/wor-2012-0558-3018

[14] Schöbel, M., Klostermann, A., Lassalle, R., Beck, J., & Manzey, D. (2017). Digging deeper! Insights from a multi-method assessment of safety culture in nuclear power plants based on Schein’s culture model. Safety Science, 95, 38-49. https://doi.org/10.1016/j.ssci.2017.01.012

[15] Acuña, G., Giménez, M., & Sánchez, M. (2023b). Safety culture and nuclear safety management. Analysis of the relationships of its variables through a bibliographic review and AHP. Proceedings of the 33rd European Conference On Safety And Reliability (ESREL), 3rd September – 8th September 2023, 1–8.

[16] Forrester, J. W. (1961). Industrial dynamics. Cambridge, MA: MIT Press.

[17] Sterman, J. (2002). System Dynamics: systems thinking and modeling for a complex world. Boston, MA: Irwin/McGraw-Hill.

[18] Azar, A. T. (2012). System dynamics as a useful technique for complex systems. International Journal of Industrial and Systems Engineering, 10(4), 377-410. https://doi.org/10.1504/IJISE.2012.046298

[19] de Gooyert, V. (2019). Developing dynamic organizational theories; three system dynamics based research strategies. Quality & Quantity, 53, 653-666. https://doi.org/10.1007/s11135-018-0781-y

[20] Kunc, M. (2024). Integrating system dynamics and scenarios: A framework based on personal experience. Futures & Foresight Science, 6(1), 1-15. https://doi.org/10.1002/ffo2.174

[21] Acuña, G., Giménez, M., Sánchez, M., Di Nardo, M., & Dag Øivind, M. (2023). Nuclear Safety Management: A Detailed Causal Model of Nuclear Power Plant Operation based on System Dynamics. Proceedings of the 32nd European Safety and Reliability Conference (pp. 3165–3172). Research Publishing, Singapore. https://doi.org/10.3850/978-981-18-8071-1_p486-cd

[22] IAEA. (2016). Leadership and management for safety: General Safety Requirements Part 2 (IAEA Safety Standards Series No. GSR Part 2).

[23] WANO. (2019). Nuclear leadership effectiveness attributes (WANO PL 2019-01).

[24] Marais, K., Saleh, J. H., & Leveson, N. G. (2006). Archetypes for organizational safety. Safety Science, 44(7), 565-582. https://doi.org/10.1016/j.ssci.2005.12.004

[25] Cowing, M., Paté-Cornell M., Glynn P. (2004). Dynamic modeling of the tradeoff between productivity and safety in critical engineering systems. Safety Science 3, Vol. 9 , 269-284.

[26] Kontogiannis, T., Boukas, D., & Malaki, C. (2019). A system dynamics approach in modeling business processes in safety management and production. In Total Safety and the Productivity Challenge (pp. 85-102). Routledge. https://doi.org/10.4324/9781315108100-5

[27] Kouabenan, D. R., Ngueutsa, R., & Mbaye, S. (2015). Safety climate, perceived risk, and involvement in safety management. Safety Science, 77, 72-79. https://doi.org/10.1016/j.ssci.2015.03.009

[28] Gisquet, E., & Older, M. (2015, April). A human and organizational factors perspective on the Fukushima nuclear accident - March 11 - March 15, 2011 (IRSN-PSN-SRDS-SFOHREX--2015-01). France. https://inis.iaea.org/search/search.aspx?orig_q=RN:46081850

[29] Martínez-Córcoles, M., Gracia, F., Tomás, I., & Peiró, J. M. (2011). Leadership and employees’ perceived safety behaviours in a nuclear power plant: A structural equation model. Safety Science, 49(8-9), 1118-1129. https://doi.org/10.1016/j.ssci.2011.03.002

[30] Schöbel, M., Klostermann, A., Lassalle, R., Beck, J., & Manzey, D. (2017). Digging deeper! Insights from a multi-method assessment of safety culture in nuclear power plants based on Schein’s culture model. Safety Science, 95, 38-49. https://doi.org/10.1016/j.ssci.2017.01.012

[31] IAEA. (2007). Best practices in identifying, reporting and screening operating experience at nuclear power plants (IAEA-TECDOC-1581). International Atomic Energy Agency.

[32] Hamidi, N., Omidvari, M., & Meftahi, M. (2012). The effect of integrated management system on safety and productivity indices: Case study; Iranian cement industries. Safety Science, 50 (5), 1180-1189. https://doi.org/10.1016/j.ssci.2012.01.004

[33] Morrow, S. L., Koves, G. K., & Barnes, V. E. (2014). Exploring the relationship between safety culture and safety performance in US nuclear power operations. Safety Science, 69, 37-47. https://doi.org/10.1016/j.ssci.2014.02.022

[34] Stemn, E., Bofinger, C., Cliff, D., & Hassall, M. E. (2019). Examining the relationship between safety culture maturity and safety performance of the mining industry. Safety Science, 113, 345-355. https://doi.org/10.1016/j.ssci.2018.12.008

[35] Dainoff, M., Hanes, L., Hettinger, L., & Joe, J. C. (2020). Addressing human and organizational factors in nuclear industry modernization: An operationally focused approach to process and methodology (No. INL/EXT-20-57908-Rev000). Idaho National Lab (INL), Idaho Falls, ID, United States. https://doi.org/10.2172/1615671

[36] Skeepers, N. C., & Mbohwa, C. (2015). A study on the leadership behaviour, safety leadership and safety performance in the construction industry in South Africa. *Procedia Manufacturing, 4, 10-16. https://doi.org/10.1016/j.promfg.2015.11.008

[37] Gisquet, E., & Older, M. (2015). A human and organizational factors perspective on the Fukushima nuclear accident - March 11 - March 15, 2011 (IRSN-PSN-SRDS-SFOHREX--2015-01). France.

[38] Rollenhagen, C., Westerlund, J., & Näswall, K. (2013). Professional subcultures in nuclear power plants. Safety Science, 59, 78-85. https://doi.org/10.1016/j.ssci.2013.05.00

Publicado

07-03-2025

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Como Citar

Understanding and enhancing nuclear safety culture in nuclear power plants through a quantitative system dynamics model. Brazilian Journal of Radiation Sciences, Rio de Janeiro, Brazil, v. 13, n. 1, p. e2819, 2025. DOI: 10.15392/2319-0612.2025.2819. Disponível em: https://bjrs.org.br/revista/index.php/REVISTA/article/view/2819. Acesso em: 17 jul. 2025.