Determination of electrical centrifugal pump unit capability based on pressure survey results with thermal and manometrical system at the pump suction

Increasing the efficiency of electric submersible pumps by using big data processing and machine learning technologies

“…Today, more than 80% of oil is produced from wells equipped with electric centrifugal pumps [1]. Many of them are additionally equipped with a thermomanometric system, which allows real-time control of the pressure at the pump intake and the temperature of pump engine (see Figure 1) [2]. Recently, the development of computing technologies has made the use of intelligent algorithms for data analysis available to obtain valuable information about the technological process.…”