System and method for reservoir structure characterization
View Patent ↗A method is described for reservoir structure characterization including obtaining well logs and seismic data; performing facies classification and stratigraphic sequencing on the well logs to identify a plurality of layers; estimating wavelets from the seismic data and using the wavelets to tie synthetic seismograms from well logs to the seismic data; determining a mean value for each elastic property in each layer of the well logs and assigning the mean value to each layer to generate blocky well logs; using the wavelets to attempt to tie synthetic seismograms from the blocky well logs to the seismic data; defining facies-dependent properties based on the blocky well logs; performing global optimization using the facies-dependent properties and the seismic data to find thicknesses of the layers across the volume of interest; and mapping the reservoir structure based on the global optimization to generate a graphical representation of the reservoir structure.
1. A computer-implemented method of reservoir structure characterization, comprising:
a. obtaining well logs and seismic data representative of a subsurface volume of interest including a reservoir structure;
b. performing facies classification and stratigraphic sequencing on the well logs to identify a plurality of layers;
c. estimating wavelets from the seismic data and using the wavelets to tie synthetic seismograms from well logs to the seismic data;
d. determining a mean value for each elastic property in each of the plurality of layers of the well logs and assigning the mean value to each of the plurality of layers to generate blocky well logs;
e. using the wavelets to attempt to tie synthetic seismograms from the blocky well logs to the seismic data;
f. defining facies-dependent properties based on the blocky well logs;
g. performing global optimization using the facies-dependent properties and the seismic data to find physical thicknesses of the layers across the subsurface volume of interest;
h. mapping the reservoir structure based on the global optimization to generate a map of the reservoir structure, wherein the mapping connects the physical thicknesses of the layers across the subsurface volume of interest; and
i. using the map of the reservoir structure to identify hydrocarbon deposits and produce hydrocarbons from the hydrocarbon deposits.
2. The method of claim 1 wherein, if the attempt to tie the blocky well logs to the seismic data does not work, the method repeats the performing facies classification and stratigraphic sequencing, the estimating wavelets, and the determining the mean value until the blocky well logs do tie to the seismic data.
3. A computer system, comprising:
one or more processors;
memory; and
one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the one or more processors, the one or more programs including instructions that when executed by the one or more processors cause the system to:
a. obtain well logs and seismic data representative of a subsurface volume of interest including a reservoir structure;
b. perform facies classification and stratigraphic sequencing on the well logs to identify a plurality of layers;
c. estimate wavelets from the seismic data and using the wavelets to tie synthetic seismograms from well logs to the seismic data;
d. determine a mean value for each elastic property in each of the plurality of layers of the well logs and assigning the mean value to each of the plurality of layers to generate blocky well logs;
e. use the wavelets to attempt to tie synthetic seismograms from the blocky well logs to the seismic data;
f. define facies-dependent properties based on the blocky well logs;
g. perform global optimization using the facies-dependent properties and the seismic data to find physical thicknesses of the layers across the subsurface volume of interest;
h. map the reservoir structure based on the global optimization to generate a map of the reservoir structure, wherein the mapping connects the physical thicknesses of the layers across the subsurface volume of interest; and
i. use the map of the reservoir structure to identify hydrocarbon deposits and produce hydrocarbons from the hydrocarbon deposits.
4. A non-transitory computer readable storage medium storing one or more programs, the one or more programs comprising instructions, which when executed by an electronic device with one or more processors and memory, cause the device to;
a. obtain well logs and seismic data representative of a subsurface volume of interest including a reservoir structure;
b. perform facies classification and stratigraphic sequencing on the well logs to identify a plurality of layers;
c. estimate wavelets from the seismic data and using the wavelets to tie synthetic seismograms from well logs to the seismic data;
d. determine a mean value for each elastic property in each of the plurality of layers of the well logs and assigning the mean value to each of the plurality of layers to generate blocky well logs;
e. use the wavelets to attempt to tie synthetic seismograms from the blocky well logs to the seismic data;
f. define facies-dependent properties based on the blocky well logs;
g. perform global optimization using the facies-dependent properties and the seismic data to find thicknesses of the layers across the subsurface volume of interest;
h. map the reservoir structure based on the global optimization to generate a map of the reservoir structure, wherein the mapping connects the physical thicknesses of the layers across the subsurface volume of interest; and
i. use the map of the reservoir structure to identify hydrocarbon deposits and produce hydrocarbons from the hydrocarbon deposits.