«Equipment and technologies for oil and gas complex»

Modern approaches to the geotechnical monitoring automation of oil and gas objects

UDC: 622.691.4
DOI: -

Authors:

¹ Gazenergoexpertiza, St. Petersburg, Russia

Keywords: technical state, monitoring system, geotechnical monitoring, automated control, oil and gas objects, automation, machine learning model

Annotation:

The author of the article considers engineering and geological processes negatively paying impact on the technical state of modern hydrocarbons transportation system. The existing approaches to geotechnical monitoring of oil and gas facilities as well as technical complexes and systems realizing them are considered. It is shown that the perspective direction of geotechnical monitoring development is the transition from manual to automatic mode of measurements and detailed processing of results. Examples of the implemented innovative monitoring systems developed by LLC "Gazenergoekspertiza", supporting universities and leading domestic manufacturers are presented. An example of analyzing measurement data collected by automated technical monitoring systems on the basis of machine learning models is given. The positive experience of the automated monitoring systems introduction and the necessity of their replication at linear and site facilities of oil and gas complex are noted. The necessity of improving the existing regulatory and methodological base in the field of technical diagnostics based on the analysis of data collected by automated monitoring systems is shown.

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