OPTIMIZATION OF OIL PRODUCTION IN WATER INJECTION PROCESS USING ABC AND SQP ALGORITHMS EMPLOYING STREAMLINE SIMULATION TECHNIQUE

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CHOOBINEH MOHAMMAD JAVAD; SIAVASHI MAJID; NAKHAEE ALI

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Journal: Modares Mechanical Engineering Year:2015 | Volume:15 | Issue:8 Page(s): 227-238

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Title

OPTIMIZATION OF OIL PRODUCTION IN WATER INJECTION PROCESS USING ABC AND SQP ALGORITHMS EMPLOYING STREAMLINE SIMULATION TECHNIQUE

Author(s)

CHOOBINEH MOHAMMAD JAVAD | SIAVASHI MAJID | NAKHAEE ALI | Issue Writer Certificate

Keywords

PRODUCTION OPTIMIZATIONQ2

SQP ALGORITHMQ2

ABC ALGORITHMQ2

TWO PHASE FLOWQ2

STREAMLINE TECHNIQUEQ2

Abstract

In the current study, the streamline simulation technique is used for definition of new objective function to optimize the production rates during water injection process. The streamline simulation technique, in comparison with common numerical methods for simulation of multi-phase flow in porous media, is much faster with less computational memory requirement. This method represents the key parameter of “Time of Flight” which helps to consider complex heterogeneity of porous media in an easier way. In order to optimize oil production rates from reservoir, function based on averaged time of flight has been introduced in which minimization of this function can be used to have uniform fronts of water for flooding of oil. For this target, two optimization techniques, the Artificial Bee Colony (ABC) and the Sequential Quadratic Programming (SQP) method are employed to optimize the objective function and their results are compared. Advantages and disadvantages of these two methods are investigated and based on their advantages, new hybrid approach is proposed which utilizes the benefits of both techniques to converge to the optimum solution. In the hybrid approach the SQP ALGORITHM is initialized with the ABC method. In order to validate the mathematical model, 2D homogeneous model is used for optimization. Next 2D heterogeneous model and 3D complex reservoir model are investigated. In all the mentioned problems, it is observed that the hybrid approach, in comparision with the two other methods, can approximate the optimum point with approximately 15% higher speed.

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APA: Copy

CHOOBINEH, MOHAMMAD JAVAD, SIAVASHI, MAJID, & NAKHAEE, ALI. (2015). OPTIMIZATION OF OIL PRODUCTION IN WATER INJECTION PROCESS USING ABC AND SQP ALGORITHMS EMPLOYING STREAMLINE SIMULATION TECHNIQUE. MODARES MECHANICAL ENGINEERING, 15(8), 227-238. SID. https://sid.ir/paper/179081/en

Vancouver: Copy

CHOOBINEH MOHAMMAD JAVAD, SIAVASHI MAJID, NAKHAEE ALI. OPTIMIZATION OF OIL PRODUCTION IN WATER INJECTION PROCESS USING ABC AND SQP ALGORITHMS EMPLOYING STREAMLINE SIMULATION TECHNIQUE. MODARES MECHANICAL ENGINEERING[Internet]. 2015;15(8):227-238. Available from: https://sid.ir/paper/179081/en

IEEE: Copy

MOHAMMAD JAVAD CHOOBINEH, MAJID SIAVASHI, and ALI NAKHAEE, “OPTIMIZATION OF OIL PRODUCTION IN WATER INJECTION PROCESS USING ABC AND SQP ALGORITHMS EMPLOYING STREAMLINE SIMULATION TECHNIQUE,” MODARES MECHANICAL ENGINEERING, vol. 15, no. 8, pp. 227–238, 2015, [Online]. Available: https://sid.ir/paper/179081/en

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