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Maritime Simulation Using Open Source Tools: Ship Transits in Bosporus

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Modeling, Computing and Data Handling Methodologies for Maritime Transportation

Part of the book series: Intelligent Systems Reference Library ((ISRL,volume 131))

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Abstract

Maritime transportation is one of the most significant components of the world’s economy and therefore safer, efficient, and sustainable transportation systems are essential. In the design of these systems, Operational Research/Management Science methods can help decision makers at operational and strategic levels. Simulation is one of the methods in the toolbox with its proven characteristics including scalability, flexibility, and accountability. Although simulation has been used for analyzing maritime transportation systems before, and there are examples in the literature, simulation model building process and models developed are not explicitly published. To fill this gap, and guide model builders in maritime transportation domain, this chapter presents a step by step development of a model which simulates maritime traffic in Bosporus, a narrow and busy strait in Istanbul, Turkey. The model utilizes two open source libraries in Java; OpenMap, a geographical information system, and SimKit, a discrete event simulation library. The model demonstrates the relationships between sea traffic rules, number of pilots, and waiting times. This chapter presents a simple and an extended version of the simulation model. The simple version includes one type of ship arrival, one pilot, and one radar. The extended version is a scaled-up version where these entities are multiplied; two types of ship arrivals, five pilots, and three radars. The models are fully customizable and can be tailored for various purposes. For illustration, the extended version is used to analyse the effects of change in number of pilots and mean of interarrival times to waiting times of ships.

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References

  1. Almaz, A.O., Or, I., Ozbas, B.: Investigation of transit maritime traffic in the strait of Istanbul through simulation modeling and scenario analysis. Int. J. Simul. Syst. Sci. Technol. (7) No. 7 (2006)

    Google Scholar 

  2. Basar, E.: Investigation into marine traffic and a risky area in the Turkish straits system: canakkale strait. Transport 25(1), 5–10 (2010)

    Article  Google Scholar 

  3. Buss, A.H., Ahner, D.K.: Dynamic allocation of fires and sensors (Dafs): a low-resolution simulation for rapid modeling. In: Perrone, L.F., Wieland, F.P., Liu, J., Lawson, B.G., Nicol, D.M., Fujimoto, R.M. (eds.) Proceedings of the 2006 Winter Simulation Conference (2006)

    Google Scholar 

  4. Buss, A.H., Sanchez, P.: Simple movement and detection in discrete event simulation. In: Kuhl, M.E., Steiger, N.M., Armstrong, F.B., Joines, J.A. (eds.) Proceedings of the 2005 Winter Simulation Conference, pp. 992–1000 (2005)

    Google Scholar 

  5. Buss, A.H.: Basic Event Graph Modeling. Technical Notes, Simulation News Europe, 1–6 April 2001

    Google Scholar 

  6. Dagkakis, G., Heavey, C.: A review of open source discrete event simulation software for operations research. J. Simul. Adv. Online Publ. 19 June 2015. doi:10.1057/jos.2015.9

  7. Emniyeti, K., Mudurlugu, G.: Vessel Traffic and Pilotage Services. www.kiyiemniyeti.gov.tr/default.aspx?pid=23 (2016). Accessed June 2016

  8. Geijerstam, K.A.F., Scensson, H.: Ship Collision Risk-An identification and evaluation of important factors in collisions with offshore installations. Departmen of Fire and Safety Engineering and Systems Safety. Lund University, Sweden. Report 5275 (2008). ISSN: 1402-3504

    Google Scholar 

  9. Hasegawa, K., Yamazaki, M.: Qualitative and quantitative analysis of congested marine traffic environment—an application using marine traffic simulation system. Int. J. Mar. Navig. Saf. Sea Trans. 7(2) (2013)

    Google Scholar 

  10. Huang, S.Y., Hsu, W.J., Fang, H., Song, T.: MTSS—a maritime traffic simulation system and scenario studies for a major hub port. ACM Trans. Model. Comput. Simul. (TOMACS) 27(1), Article No. 3 (2016)

    Google Scholar 

  11. Ince, A.N., Topuz, E.: Modelling and simulation for safe and efficient navigation in narrow waterways. J. Navig. 57(1), 53–71 (2004)

    Google Scholar 

  12. Kose, E., Basar, E., Demirci, E., Guneroglu, A., Erkebay, S.: Simulation of marine traffic in Istanbul Straits. Simul. Model. Pract. Theory 11(2003), 597–608 (2003)

    Article  Google Scholar 

  13. Mack, P.: THORN: a study in designing a usable interface for a geo-referenced discrete event simulation. MSc Thesis, Naval Postgraduate School, USA (2000)

    Google Scholar 

  14. Mavrakis, D., Kontinakis, N.: A queueing model of maritime traffic in Bosporus Straits. Simul. Model. Pract. Theory 16(2008), 315–328 (2008)

    Article  Google Scholar 

  15. Ucan, E., Nas, S.: Analysing Istanbul strait maritime pilot capacity by simulation technique. J. Navig. 69(4), 815–827 (2016)

    Google Scholar 

  16. Varol, A.E., Gunal, M.M.: Simulating prevention operations at sea against maritime piracy. J. Oper. Res. Soc. 66(12), 2037–2049 (2015)

    Google Scholar 

  17. Xiaobo, Q., Meng, Q.: Development and applications of a simulation model for vessels in the Singapore Straits. Expert Syst. Appl. Int. J. 39(9), 8430–8438 (2012)

    Google Scholar 

  18. Yildirim, U.Z., Tansel, B.C., Sabuncuoglu, I.: A multi-modal discrete-event simulation model for military deployment. Simul. Model. Pract. Theory, 17(4), 597–611 (2009). doi:10.1016/j.simpat.2008.09.016, ISSN: 1569-190X

  19. Yip, T.L.: A marine traffic flow model. Int. J. Mar. Navig. Saf. Sea Trans. 7(1) (2013)

    Google Scholar 

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Correspondence to Murat M. Gunal .

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Gunal, M.M. (2018). Maritime Simulation Using Open Source Tools: Ship Transits in Bosporus. In: Konstantopoulos, C., Pantziou, G. (eds) Modeling, Computing and Data Handling Methodologies for Maritime Transportation. Intelligent Systems Reference Library, vol 131. Springer, Cham. https://doi.org/10.1007/978-3-319-61801-2_7

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  • DOI: https://doi.org/10.1007/978-3-319-61801-2_7

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-61800-5

  • Online ISBN: 978-3-319-61801-2

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