Baker Hughes Corporation

Alexander Crossley

Jerald Ray Rider

John L Bearden

De Hao Zhu

A multiphase flow meter used in conjunction with an electrical submersible pump system in a well bore includes sensors to determine and transmit well bore pressure measurements, including tubing and down hole pressure measurements. The multiphase flow meter also includes at least one artificial neural network device to be used for outputting flow characteristics of the well bore. The artificial neural network device is trained to output tubing and downhole flow characteristics responsive to multiphase-flow pressure gradient calculations and pump and reservoir models, combined with standard down-hole pressure, tubing surface pressure readings, and the frequency applied to the electrical submersible pump motor.

Multiphase flow meter for electrical submersible pumps using artificial neural networks

A method of operating an electrical submersible pumping system that includes realtime monitoring of the wellbore fluid and adjusting pump speed so the fluid entering the pump remains subcooled. The method can include adding sensors within the wellbore and digitally storing fluid data accessible by a pump controller. The pump speed can be increased or decreased by adjusting the frequency of the electrical power delivered to the pump motor.

Method and device for maintaining sub-cooled fluid to ESP system

Complex algorithms and calculations such as multi-phase flow correlations, together with mathematical models which include the dynamic behavior of the wellbore or artificial lift equipment and the components therein (e.g., a variable speed drive, power cable, seal and pump) are employed to derive or compute information relevant to production based upon actual measurements made during operation. The derived or computed values, typically for parameters such as torque which are difficult to measure during operation, are provided with the measurements for control purposes. Improved optimization of production based on an expanded set of parameters is therefore enabled.

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Broken Arrow, OK, United States of America

Alexander Crossley