# US 10,370,964 B2 · Estimation of formation properties based on borehole fluid and drilling logs > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 10,370,964 B2 - Document ID: US10370964B2 - Status: Granted - Kind: B2 - Application number: 15/068,033 - Filed: 2016-03-11 - Published: 2017-09-14 - Granted: 2019-08-06 - Earliest claimed: 2016-03-11 - Assignees: Baker Hughes, A Ge Company, LLC - Applicants: Baker Hughes Incorporated - Inventors: Wenxia Yang; Xiaomei Zhang - Web page: https://patentgrep.com/patent/US10370964B2 ## CPC - E21B 49/005: {Testing the nature of borehole walls or the formation by using drilling mud or cutting data} - G01V 20/00: Geomodelling in general - E21B: EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS - G01V: GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS (means for indicating the location of accidentally buried, e.g. snow-buried, persons A63B29/02) ## Abstract A method of estimating one or more properties of an earth formation includes disposing a carrier in a borehole in an earth formation as part of an energy industry operation, receiving borehole fluid from the borehole, estimating at least one property of the borehole fluid associated with one or more intervals along the borehole, and generating a mud log that indicates values of the at least one property at the one or more intervals, the at least one property including at least one of gas content and cuttings content. The method also includes estimating, by a processor, one or more properties of the formation based on the mud log, the one or more properties selected from at least one of lithology, permeability, total organic carbon and brittleness, and controlling one or more operational parameters of the energy industry operation based on the one or more properties of the formation. ## Claims ### Claim 1 A method of estimating one or more properties of an earth formation, the method comprising: disposing a carrier in a borehole in an earth formation as part of an energy industry operation; receiving borehole fluid from the borehole, the borehole fluid including at least injection fluid injected into the borehole; estimating at least one property of the borehole fluid associated with one or more intervals along the borehole and generating a mud log that indicates values of the at least one property at the one or more intervals, the at least one property including at least one of gas content and cuttings content; estimating, by a processor, one or more properties of the formation based on the mud log, the one or more properties selected from at least one of lithology, permeability, total organic carbon and brittleness; and controlling one or more operational parameters of the energy industry operation based on the one or more properties of the formation, wherein the energy industry operation is a drilling operation, the injection fluid includes drilling fluid, the borehole fluid includes the drilling fluid and cuttings generated by the drilling operation, estimating the one or more properties of the formation includes analyzing the cuttings to determine relative amounts of rock types and mineral types, and generating a cuttings log indicating the relative amounts. ### Claim 2 (depends on 1) The method of claim 1, wherein estimating the at least one property of the borehole fluid includes measuring an amount of one or more types of gases in the borehole fluid associated with one or more intervals, and generating a gas log indicating at least an amount of total gas. ### Claim 3 (depends on 2) The method of claim 2, wherein generating the gas log includes estimating an amount of connection gas by identifying a peak in the gas log at a location along the borehole, and comparing an amplitude of the peak to an amplitude of the gas log at one or more other locations along the borehole. ### Claim 4 (depends on 3) The method of claim 3, wherein estimating the one or more properties of the formation includes generating a gas indicator based on a difference between the amount of connection gas and the amount of total gas at one or more intervals, the gas indicator log indicating formation permeability. ### Claim 5 (depends on 2) The method of claim 2, wherein estimating the total organic carbon includes identifying a frequency of gas peaks in the gas log, the frequency corresponding to a number of gas peaks as a function of interval length. ### Claim 6 (depends on 5) The method of claim 5, wherein estimating the total organic carbon includes selecting a threshold frequency, separating the gas log into high frequency components and low frequency components, the high frequency components corresponding to the frequency of gas peaks being greater than or equal to the threshold frequency, and calculating a total organic carbon value based on an amount of total gas associated with the low frequency components. ### Claim 7 (depends on 1) The method of claim 1, further comprising monitoring one or more drilling parameters, and generating a drilling log indicating the one or more drilling parameters. ### Claim 8 (depends on 7) The method of claim 7, wherein estimating the one or more properties of the formation includes calculating a brittleness indicator (BI) value based on the drilling parameters, the one or more drilling parameters including rate of penetration (R) and rotational rate (N), the brittleness indicator value based on the following equation: R/N=BI(R/W)a, wherein “W” is a weight on bit, and “a” is an exponent corresponding to a trend line derived from a relationship between R and N. ### Claim 9 (depends on 1) The method of claim 1, further comprising identifying one or more intervals as sweet spots based on a combination of at least the total organic carbon and the brittleness. ### Claim 10 A system for estimating one or more properties of an earth formation, the system comprising: a carrier configured to be disposed in a borehole in an earth formation as part of an energy industry operation; an analysis unit configured to receive borehole fluid from the borehole, the borehole fluid including at least injection fluid injected into the borehole, the analysis unit configured to estimate at least one property of the borehole fluid associated with one or more intervals along the borehole and generate a mud log that indicates values of the at least one property at the one or more intervals, the at least one property including at least one of gas content and cuttings content; and a processor configured to perform: estimating one or more properties of the formation based on the mud log, the one or more properties selected from at least one of lithology, permeability, total organic carbon and brittleness; and controlling one or more operational parameters of the energy industry operation based on the one or more properties of the formation, wherein the energy industry operation is a drilling operation, the injection fluid includes drilling fluid, and the borehole fluid includes the drilling fluid and cuttings generated by the drilling operation, estimating the one or more properties of the formation includes analyzing the cuttings to determine relative amounts of rock types and mineral types, and generating a cuttings log indicating the relative amounts. ### Claim 11 (depends on 10) The system of claim 10, wherein estimating the at least one property of the borehole fluid includes measuring an amount of one or more types of gases in the borehole fluid associated with one or more intervals, and generating a gas log indicating at least an amount of total gas. ### Claim 12 (depends on 11) The system of claim 11, wherein generating the gas log includes estimating an amount of connection gas by identifying a peak in the gas log at a location along the borehole, and comparing an amplitude of the peak to an amplitude of the gas log at one or more other locations along the borehole, and estimating the one or more properties of the formation includes generating a gas indicator based on a difference between the amount of connection gas and the amount of total gas at one or more intervals, the gas indicator log indicating formation permeability. ### Claim 13 (depends on 11) The system of claim 11, wherein estimating the total organic carbon includes identifying a frequency of gas peaks in the gas log, the frequency corresponding to a number of gas peaks as a function of interval length. ### Claim 14 (depends on 13) The system of claim 13, wherein estimating the total organic carbon includes selecting a threshold frequency, separating the gas log into high frequency components and low frequency components, the high frequency components corresponding to the frequency of gas peaks being greater than or equal to the threshold frequency, and calculating a total organic carbon value based on an amount of total gas associated with the low frequency components. ### Claim 15 (depends on 10) The system of claim 10, wherein the energy industry operation is a drilling operation, and the processor is configured to further perform monitoring one or more drilling parameters, and generating a drilling log indicating the one or more drilling parameters. ### Claim 16 (depends on 15) The system of claim 15, wherein estimating the one or more properties of the formation includes calculating a brittleness indicator (BI) value based on the drilling parameters, the one or more drilling parameters including rate of penetration (R) and rotational rate (N), the brittleness indicator value based on the following equation: R/N=BI (R/W)a, wherein “W” is a weight on bit, and “a” is an exponent corresponding to a trend line derived from a relationship between R and N. ### Claim 17 (depends on 10) The system of claim 10, wherein the processor is configured to further perform identifying one or more intervals as sweet spots based on a combination of at least the total organic carbon and the brittleness.