Multiphase flow meter for electrical submersible pumps using...

Data processing: artificial intelligence – Neural network – Learning task

Reexamination Certificate

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Reexamination Certificate

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08082217

ABSTRACT:
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.

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patent: 2006/0022786 (2006-02-01), Layton
patent: 1 279 794 (2003-01-01), None
Kermit E. Brown, “The Technology of Artificial Lift Methods”, pp. 113-117 and 134-138, vol. 1.
International Search Report PCT/US2008/066574 and Written Opinion, Oct. 13, 2008 (12 pages).

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