Simulation Modeling of Evacuation in Developing an Emergency Preparedness Plan

• Autorzy: Grzegorz Dahlke , Iwona Sopoćko
• Języki publikacji: EN

Abstrakty

EN

Purpose: The purpose of the research was to demonstrate the feasibility of using an application for modeling the evacuation of people, for the decision support process during the development of emergency preparedness plans requiring the evacuation of products from the warehouse. Design/methodology/approach: Pathfinder software was used during the analysis. It allowed mapping the space of an example warehouse and simulating the movement of internal transport (forklifts) in it. The study was conducted for sample scenarios of events requiring evacuation. Findings: Simulations of product evacuation in the warehouse made it possible to determine evacuation times. A categorization of production by value was made, establishing different sequences of their removal from the warehouse. This made it possible to optimize the location of products in the warehouse and the actions of forklift operators during evacuation. These findings can be incorporated into the emergency response plan required in safety management systems. Research limitations/implications: The results of the study refer to a case study company, and the scenarios are specific to the company. However, they exemplify a universal approach to the possibility of supporting emergency planning requiring the evacuation of property. Practical implications: The paper presents a procedure scheme for planning emergency preparedness using evacuation simulation modeling. An example of using human evacuation modeling software to simulate the evacuation of products from a warehouse is presented. Originality/value: The article includes a unique example of using a human evacuation simulation modeling application to model the evacuation of pallets of products in a warehouse. (original abstract)

Słowa kluczowe

PL

Zarządzanie bezpieczeństwem; Ewakuacja; Bezpieczeństwo i higiena pracy; Zarządzanie magazynem

EN

Safety management; Evacuation; Health and safety at work; Supply management

• Czasopismo: Zeszyty Naukowe. Organizacja i Zarządzanie / Politechnika Śląska
• Rocznik: 2023
• Numer: z. 184 Współczesne zarządzanie = Contemporary Management
• Strony: 73-93

Twórcy

autor

Grzegorz Dahlke

• Poznań University of Technology

autor

Iwona Sopoćko

Bibliografia

• 1. Abdelgawad, H., Abdulhai, B. (2012). Large-Scale Evacuation Using Subway and Bus Transit: Approach and Application in City of Toronto. Journal of Transportation Engineering, Vol. 138(10), pp. 1215-1232. doi:10.1061/(asce)te.1943-5436.0000371.
• 2. Dahlke, G. (2020). The Anthropometric Criterion in Modeling of Evacuation. Business Informatics, Vol. 1 (55). Publishing House of Wroclaw University of Economics, pp. 21-37, doi: 10.15611/ie.2020.1.02, ISSN 1507-3858.
• 3. Dahlke, G. (2022). Modele formalne pożarów i wybuchów w przygotowaniu infrastruktury krytycznej na sytuacje awaryjne. In: M. Ciałkowski, T. Łodygowski, A. Żyluk (eds.), Nauka dla obronności. Bezpieczeństwo infrastruktury krytycznej. Tom 1 (pp. 133-151). Warszawa: Wydawnictwo Instytutu Technicznego Wojsk Lotniczych.
• 4. Dahlke, G., Idczak, K. (2021). Modelowanie warunków ewakuacji w organizowaniu przygotowania na sytuacje awaryjne na przykładzie domu pomocy społecznej. In: M. Tomaszyk (ed.), Bezpieczeństwo osób starszych w przestrzeni miejskiej. Analiza doświadczeń, wnioski i rekomendacje z uwzględnieniem okresu pandemii SARS-CoV-2 (pp. 481-504). FNCE.
• 5. Detzer, S., Gurczik, G., Widera, A., Nitschke, A. (2016, October). Assessment of logistics and traffic management tool suites for crisis management. European Transport Conference.
• 6. Drzewiecka-Dahlke, M. (2017). Wykorzystanie instrumentarium doskonalenia jakości do analizy niezgodności w polskich przedsiębiorstwach. Zeszyty Naukowe. Organizacja i Zarządzanie, z. 100. Politechnika Śląska, pp. 87-98.
• 7. Félix-Cigalat, J.S., Domingo, R. (2023). Towards a Digital Twin Warehouse through the Optimization of Internal Transport. Applied Sciences, Vol. 13, No. 8: 4652. doi: 10.3390/app13084652
• 8. Grocki, R. (2010). Logistyka w zarządzaniu kryzysowym. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, 131, Zarządzanie w sytuacjach kryzysowych podczas EURO 2012, pp. 26-39.
• 9. Gudowski, B., Wąs J. (2006). Modeling of People Flow in Public Transport Vehicles. In: R. Wyrzykowski, J. Dongarra, N. Meyer, J. Waśniewski (Eds.), Parallel Processing and Applied Mathematics, Lecture Notes in Computer Science (pp. 333-339), doi:10.1007/11752578.
• 10. Hedo, J.M., Martinez-Val, R. (2011). Assessment of Narrow-Body Transport Airplane Evacuation by Numerical Simulation. Journal of Aircraft, Vol. 48(5), pp. 1785-1794, doi:10.2514/1.c031397.
• 11. https://www.epa.gov/rmp
• 12. Hulida, E., Pasnak, I., Koval, O., Tryhuba, A. (2019). Determination of the Critical Time of Fire in the Building and Ensure Successful Evacuation of People. Periodica Polytechnica Civil Engineering, Vol. 63(1), pp. 308-316, doi: 10.3311/PPci.12760
• 13. Ikeda, K.I. (1982). Warning of disaster and evacuation behavior in a Japanese chemical fire. Journal of Hazardous Materials, Vol. 7, Iss. 1, pp. 51-62, ISSN 0304-3894, doi: 10.1016/0304-3894(82)87004-0.
• 14. Joo, J., Kim, N., Wysk, R.A., Rothrock, L., Son, Y-J., Oh, Y-G., Lee, S. (2013). Agent-based simulation of affordance-based human behaviors in emergency evacuation. Simulation Modelling Practice and Theory, Vol. 32, pp. 99-115, ISSN 1569-190X, doi: 10.1016/j.simpat.2012.12.007.
• 15. Kosiński, R.A., Grabowski, A. (2010). Langevin equations for modeling evacuation processes. Acta Phys. Polon. B, Proc. Supplement, Vol. 3, pp. 365-376.
• 16. Ku, C.Y., Chow, W.K., Yue, T.K. (2020). Fire Evacuation in a Large Railway Interchange Station. In: G.Y. Wu, K.C. Tsai, W. Chow (eds.), The Proceedings of 11th Asia-Oceania Symposium on Fire Science and Technology, AOSFST 2018. Singapore: Springer, doi: 10.1007/978-981-32-9139-3_18.
• 17. Kuligowski, E.D. (2013). Predicting Human Behavior During Fires. Fire Technology, Vol. 49, pp. 101-120.
• 18. Lelo, D., Purba, J.H.V. (2018). The Effect of Occupational Safety Health Management (OSH) and Organizational Culture on Employee Performance in Oil and Gas Mining. Survey on PT Caltex, Pekan Baru. International Conference on Accounting and Management Science, pp. 286-294.
• 19. Mannan, S. (2012). Lees' Loss Prevention in the Process Industries, Vol. 1-3 - Hazard Identification. Assessment and Control (4th Edition) - 1.3 Safety and Environmental Concerns. Elsevier. Retrieved from: https://app-1knovel-1com-1000024bx0a71.han3.library.put.poznan.pl/hotlink/toc/id:kpLLPPIVH2/lees-loss-prevention/lees-loss-prevention
• 20. Melis, D.J., Silva, J.M., Yeun, R., Wild, G. (2020). The effect of airline passenger anthropometry on aircraft emergency evacuations. Safety Science, Vol. 128, 104749. doi:10.1016/j.ssci.2020.104749.
• 21. Mrówczyńska, B., Sładkowski, A. (2013). Rozmieszczenie zapasów w magazynie z uwzględnieniem czasu transportu. Studia Ekonomiczne, Vol. 143. Uniwersytet Ekonomiczny w Katowicach, pp. 301-31.
• 22. OHSAS 18001:2007 Systemy zarządzania bezpieczeństwem i higieną pracy. Specyfikacja. DNV Poland, Gdańsk
• 23. Pathfinder User Manual (2020). 403 Poyntz Avenue, Suite B, Manhattan, KS 66502, USA: Thunder-head Engineering.
• 24. Pathfinder Verification and Validation (2020). 403 Poyntz Avenue, Suite B, Manhattan, KS 66502, USA: Thunderhead Engineering. Retrieved from: https://docs.thunderheadeng.com/docs/pathfinder/verificationvalidation-manual/.
• 25. Pearse, W. (2002). Club Zero: Implementing OHSMS in small to medium fabricated metal product companies. Journal of Occupational Health and Safety - Australia New Zealand, Vol. 18(4), pp. 347-356
• 26. PN-ISO 45001:2018-06 Systemy zarządzania bezpieczeństwem i higieną pracy - Wymagania i wytyczne stosowania.
• 27. PN-N-18001 Systemy zarządzania bezpieczeństwem i higieną pracy. Wymagania.
• 28. Redinger, C.F., Levine, S.P. (1998). Development and Evaluation of The Michigan Occupational Health and Safety Management System Assessment Instrument: A Universal OHSMS Performance Measurement Tool. American Industrial Hygiene Association Journal, Vol. 59(8), pp. 572-581, doi:10.1080/15428119891010758.
• 29. Sadeghi, M., Nikfar, M., Rad, F. (2024). Optimizing warehouse operations for environmental sustainability: A simulation study for reducing carbon emissions and maximizing space utilization. Journal of Future Sustainability, Vol. 4(1), pp. 35-44, doi: 10.5267/j.jfs.2024.1.004
• 30. SCC 2004/4 Safety Certificate Contractors - Certyfikacja Bezpieczeństwa Podwykonawców, DNV.
• 31. Shaik, M., Weiguo, S., Saif-ul-Islam, M. (2019). Investigation of textile fire accident and impact on environment and rapid evacuation plan in ring spinning department: A case study. Glob Environ Health Saf, Vol. 3(1), 3.
• 32. Siam, M.R., Wang, H., Lindell, M.K., Chen, C., Vlahogianni, E.I., Axhausen, K. (2022). An interdisciplinary agent-based multimodal wildfire evacuation model: Critical decisions and life safety. Transportation research part D: transport and environment, Vol. 103, 103147, doi: 10.1016/j.trd.2021.103147
• 33. Sikora, A., Wojtkowiak, D., Odważny, F. (2015). Przykład zastosowania programu symulacyjnego FlexSim w usprawnianiu funkcjonowania magazynu. Transport Miejski i Regionalny.
• 34. Sopoćko, I. (2019). Simulation modeling of evacuation in shaping the emergency preparedness plan. Practical example (Praca dyplomowa magisterska napisana pod kierunkiem dr inż. Grzegorza Dahlke). Poznań: Politechnika Poznańska, Wydział Inżynierii Zarządzania.
• 35. Ustawa z dnia 26 kwietnia 2007 r. o zarządzaniu kryzysowym (Dz.U. z 2007 r., Nr 89, poz. 590).
• 36. Wang, J.-P., Wang, M.-R., Zhou, J.-L., Zuo, Q.-J., Shi, X.-X. (2020). Simulation based optimal evacuation plan in vertical ship lift: a case study. Engineering Computations, Vol. 37, No. 5, pp. 1757-1786. doi: 10.1108/EC-05-2019-0212.
• 37. Zrzeszenie Kolei Europejskich (2001). Wskazówki dotyczące tworzenia planów postępowania awaryjnego dla kolejowych stacji rozrządowych, pp. 1-67

Identyfikatory

DOI

10.29119/1641-3466.2023.184.5