Invention Grant
- Patent Title: Multiphase flow meter for electrical submersible pumps using artificial neural networks
- Patent Title (中): 使用人造神经网络的电潜泵多相流量计
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Application No.: US12133704Application Date: 2008-06-05
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Publication No.: US08082217B2Publication Date: 2011-12-20
- Inventor: Alexander Crossley , De Hao Zhu , Jerald R. Rider
- Applicant: Alexander Crossley , De Hao Zhu , Jerald R. Rider
- Applicant Address: US TX Houston
- Assignee: Baker Hughes Incorporated
- Current Assignee: Baker Hughes Incorporated
- Current Assignee Address: US TX Houston
- Agency: Bracewell & Giuliani LLP
- Main IPC: G06N3/08
- IPC: G06N3/08

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.
Public/Granted literature
- US20080306892A1 MULTIPHASE FLOW METER FOR ELECTRICAL SUBMERSIBLE PUMPS USING ARTIFICIAL NEURAL NETWORKS Public/Granted day:2008-12-11
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