A New Approach to Creating a Digital Twin of Well for Production Monitoring in Western Siberia Fields
O. Kobzar,
G. Mosyagin,
M. Gudilov
et al.
Abstract:The purpose of this work is to create a stable and scalable digital twin of oil well for virtual flow metering task capable of predicting the flow rate of wells equipped with ESPs for many fields in Western Siberia at various stages and conditions of development.
The basis of the suggested approach is to use the best aspects of classical petroleum engineering methods and machine learning algorithms. There is a digital twin of the well, which includes a hydraulic and electrical parts. The adaptat… Show more
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