Application of modern microprocessor technology in the oil and gas industry of The Republic of Kazakhstan for the intellectualization of industrial production

Авторы:

O.I. Shiryayeva (Соавтор)

N.S. Sarsenbayev (Соавтор)

Издательство:

КН МНВО РК

Дата издания

30.12.2021

Область исследования

Инжиниринг и технологии

Тип исследования

Фундаментальное

Аннотация (краткое описание)

The article presents the developed methodology of intellectualization of industrial production of the oil and gas industry of the Republic of Kazakhstan on the basis of intelligent optimization algorithms, which provides a solution to the problems of synthesis of standard regulators using modern microprocessor technology. As an example, the distributed control system CENTUM VP from Yokogawa is used. To formulate the intellectualization procedure, the task is to find the parameters of a typical controller that provide the extremum of the objective function (quality criterion), using intelligent algorithms of global search optimization. In particular, the need to synthesize a proportional-integral-differential regulator based on an evolutionary population algorithm that minimizes the selected quadratic integral quality score. As intelligent algorithms, it is also proposed to use global search engine optimization algorithms that provide a solution to the problem based on artificial intelligence methods.

Соответствие целям устойчивого развития (ЦУР)

URI

https://vestnik.satbayev.university/index.php/journal/article/view/672/543

DOI

https://doi.org/10.51301/vest.su.2021.i6.23

Тип публикаций

Статья

Данный документ располагается в коллекциях

Научные издания SU

Engineering Journal of Satbayev University

Файлы документа

Application of modern microprocessor technology in the oil and gas industry of The Republic of Kazakhstan for the intellectualization of industrial production.pdf