Invention Grant
- Patent Title: System and method for property estimation from seismic data
-
Application No.: US16816041Application Date: 2020-03-11
-
Publication No.: US11409013B2Publication Date: 2022-08-09
- Inventor: Ke Wang , Laura L. Bandura , Dimitri Bevc , James P. Disiena , Adam Dean Halpert , Bruce A. Power , Ellen Xiaoxia Xu
- Applicant: Chevron U.S.A. Inc.
- Applicant Address: US CA San Ramon
- Assignee: Chevron U.S.A. Inc.
- Current Assignee: Chevron U.S.A. Inc.
- Current Assignee Address: US CA San Ramon
- Agent Marie L. Clapp
- Main IPC: G01V1/30
- IPC: G01V1/30 ; G06N3/04 ; G06N3/08

Abstract:
A method is described for property estimation including receiving a seismic dataset representative of a subsurface volume of interest and a well log from a well location within the subsurface volume of interest; identifying seismic traces in the seismic dataset that correspond to the well location to obtain a subset of seismic traces; windowing the subset of seismic traces and the well log to generate windowed seismic traces and a windowed well log; multiplying the windowed seismic traces and the windowed well log by a random matrix to generate a plurality of training datasets; and training a neural network using the plurality of training datasets. The method may be executed by a computer system.
Public/Granted literature
- US20200309979A1 SYSTEM AND METHOD FOR PROPERTY ESTIMATION FROM SEISMIC DATA Public/Granted day:2020-10-01
Information query