Digital Rock Analysis Systems and Methods that Estimate a Maturity Level
The pore structure of rocks and other materials can be determined through microscopy and subjected to digital simulation to determine the properties of the material such as its maturity level or conversion ratio. To determine the maturity level, some disclosed method embodiments obtain a 3D model of a rock sample; estimate volumes of organic matter; estimate volumes of pores with within the organic matter; calculate a conversion ratio as a function of the volumes of organic matter and the volumes of pores within the organic matter; correlate the conversion ratio with a maturity level, and display at least one of the conversion ratio and the maturity level.
1 . A method that comprises:
calculating a conversion ratio of organic matter to hydrocarbons in a rock sample; and
correlating the conversion ratio with a maturity level of an organic matter body associated with the rock sample; and
displaying at least one of the conversion ratio and the maturity level.
2 . The method of claim 1 , wherein calculating the conversion ratio comprises:
obtaining a three-dimensional model of the rock sample;
estimating a volume of organic matter within the three-dimensional model;
estimating a volume of pores within the organic matter; and
calculating the conversion ratio as a function of the volume of pores compared to the volume of the organic matter and the volume of pores.
3 . The method of claim 2 , wherein calculating the conversion ratio further comprises analyzing the three-dimensional model as a plurality of sub-volumes, and wherein estimating the volume of organic matter is based on estimating a volume of organic matter for each of the plurality of sub-volumes.
4 . The method of claim 2 , wherein calculating the conversion ratio further comprises analyzing the three-dimensional model as a plurality of sub-volumes, and wherein estimating the volume of pores is based on estimating a volume of pores within organic matter for each of the plurality of sub-volumes.
5 . The method of claim 2 , wherein calculating the conversion ratio further comprises analyzing the three-dimensional model as a plurality of images, and wherein estimating the volume of organic matter is based on estimating a percentage of an image corresponding to organic matter for each of the plurality of images.
6 . The conversion ratio method of claim 2 , wherein calculating the conversion ratio further comprises analyzing the three-dimensional model as a plurality of images, and wherein estimating the volume of pores is based on estimating a percentage of an image corresponding to pores within organic matter for each of the plurality of images.
7 . The conversion ratio method of claim 2 , wherein estimating the volume of pores within the organic matter comprises determining a position of organic matter volumes including any porosity within the three-dimensional model, determining a position of porosity volumes within the three-dimensional model, and determining where the position of porosity volumes overlaps with the position of organic matter volumes.
8 . A system comprises:
a memory having software; and
one or more processors coupled to the memory to execute the software, the software causing the one or more processors to:
calculate a conversion ratio of organic matter to hydrocarbons in a rock sample; and
correlate the conversion ratio with a maturity level of an organic matter body associated with the rock sample; and
display at least one of the conversion ratio and the maturity level.
9 . The system of claim 8 , wherein the software further causes the one or more processors to:
obtain a three-dimensional model of the rock sample;
estimate a volume of organic matter within the three-dimensional model;
estimate a volume of pores within the organic matter; and
calculate the conversion ratio as a function of the volume of pores compared to the volume of the organic matter and the volume of pores.
10 . The system of claim 9 , wherein the software further causes the one or more processors to analyze the three-dimensional model as a plurality of sub-volumes, and to estimate the volume of organic matter by estimating a volume of organic matter for each of the plurality of sub-volumes.
11 . The system of claim 9 , wherein the software further causes the one or more processors to analyze the three-dimensional model as a plurality of sub-volumes, and to estimate the volume of pores by estimating a volume of pores within organic matter for each of the plurality of sub-volumes.
12 . The system of claim 9 , wherein the software further causes the one or more processors to analyze the three-dimensional model as a plurality of images, and to estimate the volume of organic matter by estimating a percentage of an image corresponding to organic matter for each of the plurality of images.
13 . The system of claim 9 , wherein the software further causes the one or more processors to analyze the three-dimensional model as a plurality of images, and to estimate the volume of pores by estimating a percentage of an image corresponding to pores within organic matter for each of the plurality of images.
14 . The conversion ratio determination system of claim 9 , wherein the software further causes the one or more processors to obtain the three-dimensional model based on a plurality of scanning electro microscope (SEM) images of an ion-polished rock sample, and to segment the plurality of SEM images to estimate the volume of organic matter and the volume of pores within the organic matter.
15 . A non-transitory computer-readable medium storing software that, when executed, causes one or more processors to:
calculate a conversion ratio of organic matter to hydrocarbons in a rock sample; and
correlate the conversion ratio with a maturity level of an organic matter body associated with the rock sample; and
display at least one of the conversion ratio and the maturity level.
16 . The non-transitory computer-readable medium of claim 15 , wherein the software, when executed, further causes the one or more processors to:
obtain a three-dimensional model of the rock sample;
estimate a volume of organic matter within the three-dimensional model;
estimate a volume of pores within the organic matter; and
calculate the conversion ratio as a function of the volume of pores compared to the volume of the organic matter and the volume of pores.
17 . The non-transitory computer-readable medium of claim 16 , wherein the software, when executed, further causes the one or more processors to analyze the three-dimensional model as a plurality of sub-volumes, and to estimate the volume of organic matter and the volume of pores within organic matter for each of the plurality of sub-volumes.
18 . The non-transitory computer-readable medium of claim 16 , wherein the software, when executed, further causes the one or more processors to analyze the three-dimensional model as a plurality of images, and to estimate the volume of organic matter by estimating a percentage of an image corresponding to organic matter for each of the plurality of images.
19 . The non-transitory computer-readable medium of claim 16 , wherein the software, when executed, further causes the one or more processors to analyze the three-dimensional model as a plurality of images, and to estimate the volume of pores by estimating a percentage of an image corresponding to pores within organic matter for each of the plurality of images.
20 . The non-transitory computer-readable medium of claim 16 , wherein the software, when executed, causes the one or more processors to estimate the volume of pores within the organic matter by determining a position of organic matter volumes including any porosity within the three-dimensional model, determining a position of porosity volumes within the three-dimensional model, and determining where the position of porosity volumes overlaps with the position of organic matter volumes.