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1.发明申请公开(公告)号：US20220275719A1
公开(公告)日：2022-09-01
申请号：US17632051
申请日：2020-07-20
Applicant: Khalifa University of Science and Technology
Inventor： Ali ALSUMAITI , Abdul Ravoof SHAIK , Abdul Khader JILANI , Moussa TEMBELY , Waleed Salem ALAMERI
IPC: E21B47/002 , G01N33/24 , G06T7/00
Abstract: There is provided a system and process to predict the petrophysical properties of unclean rock samples using Medical-CT scanned three-dimensional (3D) images at both low and high resolutions. The captured 3D images are passed through machine learning, statistical methods and data lookups to identify the petrophysical properties of rock samples. Also disclosed is the process of measuring phase saturations of a clean rock sample or porous medium using Micro-CT scanned three-dimensional (3D) images.
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公开(公告)号：US20210208050A1
公开(公告)日：2021-07-08
申请号：US16737520
申请日：2020-01-08
Applicant: Khalifa University of Science and Technology
Inventor： Ali M. ALSUMAITI , Abdul Ravoof SHAIK , Waleed Alameri , Saikrishna Kanukollu
Abstract: There is provided a method and apparatus for accelerated in-situ prediction and dynamic visualization of characteristics of a porous medium, including an input source for inputting data from computer-aided simulations and real-time core flooding experiments, an embedded hardware unit comprising of a processor running a prediction model with inferences of porous medium samples, and a human-machine interface comprising a display unit for displaying the estimated plurality of characteristics of the porous medium and an input unit for accepting commands from a user. The input source is in real-time communication with the embedded hardware unit and the display unit and the apparatus reduces a total analysis time taken for characterizing the porous medium. Further, the porous medium is a rock sample and the plurality of properties of the porous medium comprises the relative permeability (Kr) and capillary pressure (Pc) characteristics of the porous medium.
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