Intelligent system of automatic control over the technological process of the natural gas preparation on the basis of neural networks

  • V. S. Boryn IFNTUOG; 76019, Ivano-Frankivsk, Karpatska str., 15, phone (0342) 504521
  • I. M. Sahai IFNTUOG; 76019, Ivano-Frankivsk, Karpatska str., 15, phone (0342) 504521
Keywords: natural gas preparation, fuzzy model of natural gas preparation process, simulation modeling, neural network

Abstract

The mathematical model of the technological process of the natural gas preparation is developed.

The structure of the fuzzy model is developed, which corresponds to the complex multi-stage technological processes. For the analysis of a given stage, a model based on artificial neural networks is used. The model is
developed based on the results of a survey of production engineers and describes the end-to-end technology of the natural gas preparation process.

Considerable attention is paid to simulation modeling, namely the experimental determination of dynamic characteristics on the given channels has been carried out and simulation modeling of the system using neural
networks has been conducted. According to its results, it has been established that the transient characteristics of the channels correspond to the physical bases of the natural gas preparation process. A comparative analysis of transient processes has been carried out and it has been determined that in the cascade control system the quality indicators are better.

References

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Борин В.С. Автоматизація технологічного процесу підготовки природного газу / В.С. Борин, Ю.В. Козак // Матеріали міжнародної науково-практичної конференції «DIRECTION OF SCIENTIFIC THOUGHT». – 2017.

Борин В.С. Створення математичної моделі технологічного процесу підготовки газу / В.С. Борин, О.О. Ониськів // Матеріали четвертої міжнародної науково-практичної конференції «Молодих учених, аспірантів і студентів -2017» Автоматизація та комп’ютерно-інтегровані технології. – 2017. – С.171-172.

Published
2018-05-10
How to Cite
Boryn, V., & Sahai, I. (2018). Intelligent system of automatic control over the technological process of the natural gas preparation on the basis of neural networks. Oil and Gas Power Engineering, (1(29), 11-17. https://doi.org/10.31471/1993-9868-2018-1(29)-11-17
Section
PHYSICAL-TECHNICAL PROBLEMS OF ENERGY CARRIERS RECOVERY