Invention Grant
US08082217B2 Multiphase flow meter for electrical submersible pumps using artificial neural networks 有权
使用人造神经网络的电潜泵多相流量计

Multiphase flow meter for electrical submersible pumps using artificial neural networks
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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