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Adding Dynamic Simulation to Business Process Modeling via System Dynamics

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Business Process Management Workshops (BPM 2023)

Abstract

Business process modeling and system dynamics are different approaches that are used in the design and management of organizations. Both approaches are concerned with the processes in, and around, organizations with the aim to identify, design and understand their behavior as well as potential improvements. At the same time, these approaches differ considerably in their methodological focus. While business process modeling specifically takes the (control flow of) business processes as its primary focus, system dynamics takes the analysis of complex and multi-faceted systems as its core focus. More explicitly combining both approaches has the potential to better model and analyze (by way of simulation) complex business processes, while specifically also including more relevant facets from the environment of these business processes. Furthermore, the inherent ability for simulation of system dynamics models, can be used to simulate the behavior of processes over time, while also putting business processes in a broader multi-faceted context. In this paper, we report on initial results on making such a more explicit combination of business process modeling and system dynamics. In doing so, we also provide a step-by-step guide on how to use BPMN based models and system dynamics models together to model and analyze complex business processes, while illustrating this in terms of a case study on the maintenance of building facades.

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References

  1. van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-19345-3

  2. Caballero-Villalobos, J.P., Mejía-Delgadillo, G.E., García-Cáceres, R.G.: Scheduling of complex manufacturing systems with petri nets and genetic algorithms: a case on plastic injection moulds. Int. J. Adv. Manuf. Technol. 69(9–12), 2773–2786 (2013)

    Article  Google Scholar 

  3. Fayoumi, A., Loucopoulos, P., Fayyoumi, A.: Hybrid enterprise modelling: integrating modelling mechanisms for socio-technical systems analysis and design. J. Softw. Eng. Appl. 7(1), 6–13 (2014)

    Article  Google Scholar 

  4. Freitas, A.P., Pereira, J.L.M.: Process simulation support in BPM tools: the case of BPMN. In: 5th International Conference on Business Sustainability, Povoa de Varzim, Portugal, pp. 1–9 (2015)

    Google Scholar 

  5. Freund, J., Rücker, B.: Real life BPMN. Camunda (2012)

    Google Scholar 

  6. Giovanardi, M., Konstantinou, T., Pollo, R., Klein, T.: Internet of Things for building façade traceability: a theoretical framework to enable circular economy through life-cycle information flows. J. Clean. Prod. 382, 135261 (2023)

    Article  Google Scholar 

  7. Gopalakrishnan, S., Krogstie, J., Sindre, G.: Adapted UML activity diagrams for mobile work processes: experimental comparison of colour and pattern fills. In: Halpin, T., et al. (eds.) BPMDS/EMMSAD -2011. LNBIP, vol. 81, pp. 314–331. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-21759-3_23

    Chapter  Google Scholar 

  8. Harmon, P.: System Dynamics and Business Processes (2008). https://www.bptrends.com/bpt/wp-content/publicationfiles/advisor20080909.pdf

  9. Iacob, M.E., Jonkers, H., Lankhorst, M.M., Proper, H.A., Quartel, D.A.C.: ArchiMate 2.1 Specification. The Open Group (2013)

    Google Scholar 

  10. Jnitova, V., Joiner, K., Efatmaneshnik, M., Chang, E.: Modelling workforce employability pipelines for organisational resilience. Int. J. Eng. Bus. Manag. 13, 1–19 (2021)

    Article  Google Scholar 

  11. Kožusznik, J., Štolfa, S., Ježek, D., Kuchař, Š: Comparison of system dynamics and BPM for software process simulation. In: Snasel, V., Platos, J., El-Qawasmeh, E. (eds.) ICDIPC 2011. CCIS, vol. 189, pp. 1–15. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-22410-2_1

    Chapter  Google Scholar 

  12. Lankhorst, M.M., et al.: Enterprise Architecture at Work - Modelling, Communication and Analysis. The Enterprise Engineering Series, 3rd edn. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-29651-2

    Book  Google Scholar 

  13. Messi, L., Spegni, F., Carbonari, A., Ridolfi, L., Vaccarini, M.: Process-based simulation models using BPMN for construction management at runtime. In: Proceedings of the Conference CIB W78 2021, Luxembourg, pp. 519–528 (2021)

    Google Scholar 

  14. OMG: Business Process Modeling Notation, V2.0. Technical Report. OMG Document Number: formal/2011-01-03, Object Management Group (2011)

    Google Scholar 

  15. Pereira, J.L., Freitas, A.P.: Simulation of BPMN process models: current BPM tools capabilities. In: New Advances in Information Systems and Technologies. AISC, vol. 444, pp. 557–566. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-31232-3_52

    Chapter  Google Scholar 

  16. Pourbafrani, M., van der Aalst, W.M.P.: Hybrid business process simulation: updating detailed process simulation models using high-level simulations. In: Research Challenges in Information Science, pp. 177–194. Springer, Cham (2022). https://doi.org/10.1007/978-3-031-05760-1_11

  17. Pourbafrani, M., van Zelst, S.J., van der Aalst, W.M.P.: Scenario-based prediction of business processes using system dynamics. In: Panetto, H., Debruyne, C., Hepp, M., Lewis, D., Ardagna, C.A., Meersman, R. (eds.) OTM 2019. LNCS, vol. 11877, pp. 422–439. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-33246-4_27

    Chapter  Google Scholar 

  18. Pourbafrani, M., van Zelst, S.J., van der Aalst, W.M.P.: Supporting automatic system dynamics model generation for simulation in the context of process mining. In: Abramowicz, W., Klein, G. (eds.) BIS 2020. LNBIP, vol. 389, pp. 249–263. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-53337-3_19

    Chapter  Google Scholar 

  19. Proper, H.A.E., Hoppenbrouwers, S.J.B.A., van der Weide, T.P.: A fact-oriented approach to activity modeling. In: Meersman, R., Tari, Z., Herrero, P. (eds.) OTM 2005. LNCS, vol. 3762, pp. 666–675. Springer, Heidelberg (2005). https://doi.org/10.1007/11575863_86

    Chapter  Google Scholar 

  20. Sterman, J.D.: Business Dynamics: Systems Thinking and Modeling for a Complex World. McGraw-Hill, New York (2000)

    Google Scholar 

  21. Tulinayo, F.P., van Bommel, P., Proper, H.A.: Enhancing the system dynamics modeling process with a domain modeling method. Int. J. Cooper. Inf. Syst. 22(2), 1350011 (2013)

    Article  Google Scholar 

  22. Tulinayo, P., Hoppenbrouwers, S.J.B.A., van Bommel, P., Proper, H.A.: Integrating system dynamics with object-role modeling and petri nets. In: Enterprise Modelling and Information Systems Architectures: Proceedings of the 3rd International Workshop on Enterprise Modelling and Information Systems Architectures; Ulm, Germany, 10–11 September 2009. LNI, vol. 152, pp. 41–54. GI (2009)

    Google Scholar 

  23. Wieringa, R.J.: Statistical difference-making experiments. In: Design Science Methodology for Information Systems and Software Engineering, pp. 295–317. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-662-43839-8_20

    Chapter  Google Scholar 

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Proper, H.A., Zhu, Q., Ravesteijn, J.P.P., Gielingh, W. (2024). Adding Dynamic Simulation to Business Process Modeling via System Dynamics. In: De Weerdt, J., Pufahl, L. (eds) Business Process Management Workshops. BPM 2023. Lecture Notes in Business Information Processing, vol 492. Springer, Cham. https://doi.org/10.1007/978-3-031-50974-2_42

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  • DOI: https://doi.org/10.1007/978-3-031-50974-2_42

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