Intelligent systems for decision making during operation of technological oil and gas equipment

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 require...

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Bibliographic Details
Published inJournal of physics. Conference series Vol. 1399; no. 5; pp. 55096 - 55101
Main Authors Zhukov, V G, Bukhtoyarov, V V, Bashmur, K A, Tynchenko, V S, Bukhtoyarova, N A, Kukartsev, V V
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.12.2019
Subjects
Algorithms
Artificial neural networks
Data processing
Decision making
Gas wells
Information systems
Intelligent systems
Physics
Subsystems
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Summary: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.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1399/5/055096