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<p>PJSC LUKOIL<br>LLC Ritec</p>
CycleOp

PJSC LUKOIL
LLC Ritec

Task

Creation of a prototype of the Virtual Flow Measurement and Well Fund Performance Analysis System designed to explore various approaches to determining well flow rates and their monitoring

Solution

Software based on CycleOp VMAP has been developed and implemented, realizing the physical model of the virtual flow meter and a machine learning model for ESP

The instant analysis module of the GNO state in the information system "CycleOp VMAP" has been refined to account for the specifics of the equipment and conditions of LUKOIL Mid-East Limited. The refined module has been deployed in the IT infrastructure of LUKOIL Mid-East Limited

Result

Various approaches to creating virtual flow measurement systems for different types of ESPs have been tested

Integration with information systems providing the initial data for the operation of CycleOp VMAP (OIS and Telescope) has been established

The average error of the virtual flow meter does not exceed 10%

Currently, a full-scale implementation of the virtual flow measurement and deviation analysis system is underway across the entire well fund of LLC RITEC

Smart control for submersible equipment

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Leave a Request

The cost of implementing the software product depends on the number of mechanized extraction methods and the volume of functionality being implemented for the "CycleOp" software product.

To calculate the cost, please leave a request and we will get in touch.

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