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Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Volume 6,Issue 4,July - Aug.,2019


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"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Volume 6,Issue 4,July - Aug.,2019


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"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org



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Application of Hybrid Genetic Algorithm in the Optimal Petroleum Production

  • Grema, A S.
  • Popoola, L. T.
  • Grema, M. B.
  • Isah, U. A.
Models of petroleum production system are very complex and iterative in nature with very rough surface involving several minimal and maximal points. Numerical optimization using gradient-based methods has high tendency of entrapping in a local optimum. Gradient-free optimization methods such as genetic algorithm (GA) are capable of locating the region of a global optimum but are very slow. So, integrating GA with a local optimizer can enhance its efficiency. In this work, optimization of petroleum production system was carried out using hybrid genetic algorithms (HGA). Sequential quadratic programming (SQP) was used as the local method for optimizing four components of the system which include the well tubing diameter, choke size, flowline size and separator pressure. The methodology has proven to be efficient for all considered cases.
Select Volume / Issue:
Year:
2016
Type of Publication:
Article
Keywords:
Choke; Genetic Algorithms; Optimization; Petroleum Production; Separator; Sequential Quadratic Programming
Journal:
IJASM
Volume:
3
Number:
1
Pages:
34-39
Month:
January
ISSN:
2394-2894
Hits: 1358

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