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Using Genetic Algorithm and Simplex Method to Stabilize an Oil Treatment Plant Inlet Flow FREE

[+] Author Affiliations
Adriano C. Silva

Fraunhofer - IGD, Germany

Takaaki Ohishi, Alexandre S. Mendes, Fernando A. França

State University of Campinas, Brazil

Eliana A. R. Delgado

National University of Comahue, Argentina

Paper No. IPC2000-253, pp. V002T08A014; 8 pages
doi:10.1115/IPC2000-253
From:
  • 2000 3rd International Pipeline Conference
  • Volume 2: Integrity and Corrosion; Offshore Issues; Pipeline Automation and Measurement; Rotating Equipment
  • Calgary, Alberta, Canada, October 1–5, 2000
  • Conference Sponsors: Pipeline Division
  • ISBN: 978-0-7918-4025-2
  • Copyright © 2000 by ASME

abstract

This paper presents a hybrid approach, composed of a genetic algorithm and a linear programming method, to achieve an efficient pipeline network operation. The pipeline network optimization consists of the determination of pump scheduling over a short-term horizon, usually one or more days ahead. The resulting mathematical problem has a dynamic and combinatorial characteristic, in which a sub-optimal solution was obtained through these two mathematical tools in a short computational time. The approach was applied in a Pipeline Network to a study case based on the Patagonia Argentina, which is comprised of 16 tanks and linked pumps, with 66 kilometers of pipelines, that transport the production of more than 100 wells to a pre-processing plant. The goal was to obtain a constant input flow rate at the plant respecting physical and chemical processes requirements.

Copyright © 2000 by ASME
This article is only available in the PDF format.

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