
LUKOIL
Mid-East Limited
Create a virtual flow metering and proactive monitoring system
Create a diagnostics system for operational issues of the GNO
Developed and implemented software based on CycleOp VMAP, which implements a physical model of the virtual flow meter and a machine learning model for ESP
Enhanced the instant analysis module of the information system "CycleOp VMAP" to account for the specifics of the equipment and conditions of LUKOIL Mid-East Limited. The enhanced module has been deployed in the IT infrastructure of LUKOIL Mid-East Limited

For 86% of wells, the error of the virtual flow meter calculations was less than 5%
For 72% of wells, the error of the virtual flow meter calculations was less than 1%
The average error of the virtual flow meter calculations across the entire fund was less than 1.8%
Confirmed the correct operation of 4 algorithms of the instant analysis module of the information system "CycleOp VMAP"
Established integration with information systems providing source data for the operation of CycleOp VMAP (OSISoft PI)
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 contact you.