Open AccessIntelligent systems for decision making during operation of technological oil and gas equipment
Author(s) -
В Г Жуков,
V. V. Bukhtoyarov,
К. А. Башмур,
В. С. Тынченко,
N. A. Bukhtoyarova,
В. В. Кукарцев
Publication year - 2019
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1399/5/055096
Subject(s) - intellectualization , computer science , artificial neural network , field (mathematics) , intelligent decision support system , oil field , artificial intelligence , data mining , engineering , petroleum engineering , psychology , mathematics , pure mathematics , psychotherapist
The problem of intellectualization of decision support during the operation of oil and gas well equipment is considered in the paper. It is proposed to implement an intelligent approach in the form of a multicomponent information system. Combining the subsystems of such an information system requires detailed study to integrate modern methods and algorithms for intelligent data processing. Based on the results of testing the methods on data sets from real operating field objects, data were obtained that testify to the possibility of using the considered approaches and the relatively high efficiency of the artificial neural network method and collective intelligent approach.