Petrol ve Doğal Gaz Platformlarının Optimal Yerleştirilmesi ve Entegrasyonu Problemi Üzerine

Year 2018, Volume: 22 Issue: 1, 306 - 312, 16.04.2018

Elnur Nuri

Abstract

Bu çalışmada, denizde yer alan petrol ve doğal gaz yataklarının yönlü kuyularla işlenmesi için platformların optimal yerleştirilmesi ve onların entegrasyonu problemi ele alınmış, ilgili problemin matematiksel modelleri incelenmiş ve bu modellerin eksik yanlarını göz önüne alınarak daha kapsamlı bir matematiksel model geliştirilmiştir. Önerilmiş model için Graflarda Minimum Kapsayan Ağaç problemi için geliştirilmiş Kruskal ve Veri Kümeleme problemlerinde kullanılan K-Means algoritmalarına dayanarak bir yaklaşık çözüm algoritması hazırlanmış ve yukarıda adı geçen problemi çözmek için C# programlama dilinde bir yazılım sistemi geliştirilmiştir.

Keywords

Optimal yerleştirme ve entegrasyon, Matematiksel modelleme; Veri kümeleme; Minimum kapsayan ağaç; K-Means algoritması; Kruskal algoritması

References

• [1] Lake, L.W. 2006. Petroleum Engineering Handbook, Copyright Society of Petroleum Engineers. 721p.
• [2] Guluzade, M.P., Babaev, D.A., Khalimbekov B.M., Amiragov, K.A. 1971. Optimal drilling of offshore wells collectively. Oil and Gas, 3(2011), 27-33. (in Russian).
• [3] Pacheco, M.A.C., Vellasco, M. M. B. R. 2009. Intelligent Systems in Oil Field Development under Uncertainty, Studies in Computational Intelligence, Ed. Springer. Berlin/Heidelberg, 288p.
• [4] Guyaguler, B., Horne, R. 2000. Optimization of Well Placement. Journal of Energy Resources Technology, 122 (2), 64–70.
• [5] Abukhamsin, A. Y. 2009. Optimization of well design and location in a real field. Dissertation for the Degree of Doctor of Philosophy. Stanford University, 81 p. California.
• [6] Nasrabadi, H., Morales, A., Zhu, D. 2012. Well placement optimization: A survey with special focus on application for gas/gas-condensate reservoirs. Journal of Natural Gas Science and Engineering, 5(2012), 6-16.
• [7] Babayev, D.A. 1975. Mathematical Models for Optimal Timing of Drilling on Multilayer Oil and Gas Fields. Management Science, 21(12), 1361-1369.
• [8] Ayda-zade, K.R., Bagirov, A.G. 2006. On the problem of spacing of oil wells and control of their production rates. Automation and Remote Control, 67(1), 44–53.
• [9] Memmedov, K.Ş., Yusifov, M.M. 1995. On the problem of optimal placement of oil and gas platforms for directional drilling. Azerbaycan Neft Teserrüfatı, 3(4), s. 38-61, (in Azerbaijani).
• [10] Memmedov, K.Sh., Yusifov, M.M., Shahsuvarova, G.M., Baxshaliyeva, I.I. 2001. Determination of Optimal Location of Some Platforms when Designing Exploitation of Sea Oil-Gas Fields. Transactions of Azerbaijan National Academy of Sciences, Series of Physical-Technical and Mathematical Sciences: Informatics and Control Problems, 21(2), 116-118. (in Azerbaijani).
• [11] Memmedov, K.Sh., Yusifov, M.M., Baxshaliyeva, I.I. 2008. Model and algorithm of the problem of optimal placement and connection of the sea oil-and-gas platforms. Transactions of Azerbaijan National Academy of Sciences: Series of Physical-Technical and Mathematical Sciences : Informatics and Control Problems, 28(6), 9–12. (in Russian).
• [12] Mamedov, K.Sh., Nasibov, E.N., Nasibova, R.A. 1998. Optimal Location of Oil and Gas Platform of the Sea on the Bases of Fuzzy Information. Transactions of Azerbaijan National Academy of Sciences, Series of Physical-Technical and Mathematical Sciences: Informatics and Control Problems, 18(6), 18-21. (in Russian).
• [13] Papadimitriou, C.H., Steiglitz, K. 1998. Combinatorial Optimization: Algorithms and Complexity. Prentice Hall, New Jersey, 496p.
• [14] Christofides, N. 1986. Graph Theory: An Algorithmic Approach. Academic Press Inc, Orlando, 404 p.
• [15] Xu, R., Wunsch, D.C. 2009. Clustering. IEEE Press, New Jersey, 358 p.