DEVELOPMENT OF A MODEL FOR TRANSPORT AND LOGISTICS PROCESS USING HIERARCHICAL TIMED COLOURED PETRI NETS
DOI:
https://doi.org/10.33003/fjs-2025-0911-3760Keywords:
Transport, Logistic, Correlation, Simulation outputsAbstract
Transport and logistics are important for modern supply chains, involving activities like warehousing, inventory management, distribution planning, and transportation. Ekeson Transport Company has a significant reliance on manual processing, resulting in prolonged queuing and waiting times, reduced service delivery, customer attrition, and revenue loss. To address this issue, a Hierarchical Timed Coloured Petri Net (HTCPN) model was developed using direct observation data from 20 observations at the company. The model consists of three sub modules: sender, reception, and receiver. The simulated values were validated using bivariate correlation coefficients, indicating the model can effectively manage sender and reception numbers, reduce queueing and waiting times. The result showed that the p-value obtained was less than the level of significance of 0.05, which depicts that the simulated values are a representation of the real system. Therefore, the model can be used in making decisions about the effective Transport and Logistics Services, thus reducing queueing time and waiting time.
References
Afolabi, A. O., Ganiyu, R. A., & Oladiran, T. A. (2020). Development of a model for an inbound call centre using hierarchical timed coloured Petri nets. Asian Journal of Research in Computer Science, 39-51. https://doi.org/10.9734/ajrcos/2020/v5i330137
Bobbio, A., & Trivedi, K. (2018). System modeling with Petri nets. Durham.
Debbage, K., & Debbage, N. (2021). Air freight logistics. Elsevier.
Farahani, R. Z., Rezapour, S., & Laleh, K. (2019). Logistics Operations and Management. London: Elsevier.
Ganiyu, R. A., Hamed, J. O., Olaoluwa, A. O., & Ganiyu, A. O. (2020). Modelling and simulation of a bakery production line using hierarchical timed coloured Petri nets. ResearchGate, 1-10.
Jenkins, A. (2022). Logistics for business defined: Importance role & benefits. Oracle NetSuite.
Jensen, K. (2018). An introduction to the practical use of coloured Petri nets. ResearchGate, pp. 1-6.
Jyotish, N. K., & Kumar, C. (2022). A state-of-the-art review on performance measurement Petri net models for safety-critical systems of NPP. Annals of Nuclear Energy. https://doi.org/10.1016/j.annals.2022.105920
Jyotish, N. K., & Kumar, C. (2022). A state-of-the-art review on performance measurement Petri net models for safety-critical systems of NPP. Annals of Nuclear Energy. https://doi.org/10.1016/j.annals.2022.105920
Mahdi, Q. S. (2022). Using hierarchical object-oriented timed coloured Petri nets for design radar display. ResearchGate, pp. 1-14.
Odeniyi, L. A., Balogun, O. M., Ganiyu, A. R., Ogunrinde, M. A., Omidiora, O. E., & Olabiyisi, S. O. (2022). Simulation-based analysis of a hierarchical timed coloured Petri nets model of the restaurant food serving process. International Journal of Advanced Trends in Computer Science and Engineering, pp. 1-11.
Odeniyi, L. A., Ganiyu, R. A., Omidiora, E. O., Olabiyisi, S. O., & Ganiyu, A. O. (2021). Development of a model for the restaurant food serving process using hierarchical timed coloured Petri nets. IOSR Journal of Computer Engineering, 1-8.
Onokala, P. C. (2016). Transportation development in Nigeria: The journey so far and the way forward (Inaugural Lecture, University of Nigeria Nsukka, pp. 1-112).
Shan, B., & Chen, Z. (2023). The application of Petri nets to construction project management. Springer Link.
Springer Link. (2024, March 11). Springer Link. https://www.link.springer.com
van der Aalst, W. M. (2020). Petri nets. In Springer Link (pp. 2103-2108).
Verbeek, E., & Fahland, D. (2021). CPN IDE: An extensible replacement for CPN Tools that uses Access/CPN. ICPM.
Xu, C., Cheng, H., Shi, Y., Dong, J., & Chen, Z. (2022). Urban logistics services supply chain process modeling based on the underground logistics system via the hierarchical coloured Petri net. Hindawi Mathematical Problems in Engineering.
Hasiba, A. B., Kahloul, L., Benhazrallah, S., & Bourekkache, S. (2019). Using hierarchical timed coloured Petri nets in the formal study of TRBAC security policies. International Journal of Information Security, pp. 1-19.
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Copyright (c) 2025 Oyeranmi Adigun, Folasade Mercy Okikiola; Ronke Babatunde; Idris Ayodeji

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