System and method for automated drill cutting monitoring
Automated drill cutting monitoring system includes a digital imaging device mounted to a shale shaker of a wellbore drilling assembly and a computer system. The digital imaging device captures digital images of solid objects released when drilling a subterranean zone. The computer system receives the digital images and determines a space occupied by the solid objects on the shale shaker. Using the space occupied by the solid objects on the shale shaker, the computer system determines wellbore conditions.
1 . A system comprising:
a digital imaging device mounted to a non-vibrating member of a shale shaker of a wellbore drilling assembly, the shale shaker positioned at a surface of the Earth adjacent a wellbore and configured to receive a solid slurry comprising a mixture of wellbore drilling mud and solid objects found in the wellbore while drilling the wellbore through a subterranean zone, the solid objects comprising drill cuttings, the digital imaging device oriented to face a portion of the shale shaker that receives the solid slurry, the digital imaging device configured to capture digital images of the solid objects while the solid slurry is received by the shale shaker; and
a computer system operatively coupled to the digital imaging device, the computer system comprising:
one or more processors; and
a computer-readable medium storing instructions executable by the one or more processors to perform operations comprising:
receiving the images captured by the digital imaging device;
by implementing image processing techniques on the images, determining a ratio of space occupied by the solid objects on the shale shaker to empty space on the shale shaker; and
determining wellbore conditions using the ratio.
2 . The system of claim 1 , wherein determining the wellbore conditions using the ratio comprises, in a first time instant:
determining that the ratio is greater than a first threshold ratio; and
in response to determining that the ratio is greater than the first threshold ratio, determining that the wellbore conditions comprise an overpressured formation.
3 . The system of claim 2 , wherein determining the wellbore conditions using the ratio comprises, in a second time instant different from the first time instant:
determining that the ratio is lesser than a second threshold ratio, which is lesser than the first threshold ratio; and
in response to determining that the ratio is lesser than the second threshold ratio, determining that the wellbore conditions comprise a stuck pipe event.
4 . The system of claim 1 , further comprising, by implementing the image processing techniques on the images, determining a speed at which the solid objects are deposited onto the shale shaker.
5 . The system of claim 4 , wherein determining the wellbore conditions using the speed at which the solid objects are deposited on the shale shaker comprises, in a third time instant:
determining that the speed is lesser than a first speed threshold; and
in response to determining that the speed is lesser than the first speed threshold, determining that the wellbore conditions comprise overweight wellbore drilling mud.
6 . The system of claim 5 , wherein determining the wellbore conditions using the speed at which the solid objects are deposited onto the shale shaker comprises, in a fourth time instant different from the third time instant:
determining that the speed is greater than a second speed threshold, which is greater than the first speed threshold; and
in response to determining that the speed is greater than the second speed threshold, determining that the wellbore conditions comprise underweight wellbore drilling mud.
7 . The system of claim 1 , further comprising, by implementing the image processing techniques on the images, determining a size of the solid objects deposited onto the shale shaker.
8 . The system of claim 7 , wherein determining the wellbore conditions using the size of the solid objects deposited onto the shale shaker comprises, in a fifth time instant:
determining that the size is greater than a size threshold; and
in response to determining that the size is greater than the size threshold, determining that the wellbore conditions comprise a presence of cavings or a formation failure.
9 . The system of claim 1 , further comprising an alarm system connected to the computer system, wherein the computer system is configured to transmit a signal to the alarm system in response to determining the wellbore conditions, and wherein the alarm system is configured to transmit an alarm in response to receiving the signal from the computer system.
10 . The system of claim 1 , wherein the images comprise digital video.
11 . The system of claim 10 , wherein to implement the image processing techniques on the images, the computer system is configured to perform operations comprising normalizing a low-frequency component of the digital video using running average method.
12 . A method comprising:
receiving, by one or more processors, images captured by a digital imaging device mounted to a non-vibrating member of a shale shaker of a wellbore drilling assembly, the shale shaker positioned at a surface of the Earth adjacent a wellbore and configured to receive a solid slurry comprising a mixture of wellbore drilling mud and solid objects found in the wellbore while drilling the wellbore through a subterranean zone, the solid objects comprising drill cuttings, the digital imaging device oriented to face a portion of the shale shaker that receives the solid slurry, the digital imaging device configured to capture digital images of the solid objects while the solid slurry is received by the shale shaker;
by implementing image processing techniques on the images:
determining a ratio of space occupied by the solid objects on the shale shaker to empty space on the shale shaker; and
determining wellbore conditions using the space occupied by the ratio.
13 . The method of claim 12 , wherein determining the wellbore conditions using the ratio comprises, in a first time instant:
determining that the ratio is greater than a first threshold ratio; and
in response to determining that the ratio is greater than the first threshold ratio, determining that the wellbore conditions comprise an overpressured formation.
14 . The method of claim 13 , wherein determining the wellbore conditions using the ratio comprises, in a second time instant different from the first time instant:
determining that the ratio is lesser than a second threshold ratio, which is lesser than the first threshold ratio; and
in response to determining that the ratio is lesser than the second threshold ratio, determining that the wellbore conditions comprise a stuck pipe event.
15 . The method of claim 12 , further comprising, by implementing the image processing techniques on the images, determining a speed at which the solid objects are deposited onto the shale shaker.
16 . A non-transitory computer-readable medium storing instructions executable by one or more processors to perform operations comprising:
receiving, by one or more processors, images captured by a digital imaging device mounted to a non-vibrating member of a shale shaker of a wellbore drilling assembly, the shale shaker positioned at a surface of the Earth adjacent a wellbore and configured to receive a solid slurry comprising a mixture of wellbore drilling mud and solid objects found in the wellbore while drilling the wellbore through a subterranean zone, the solid objects comprising drill cuttings, the digital imaging device oriented to face a portion of the shale shaker that receives the solid slurry, the digital imaging device configured to capture digital images of the solid objects while the solid slurry is received by the shale shaker; and
by implementing image processing techniques on the images:
determining a ratio of space occupied by the solid objects on the shale shaker to empty space on the shale shaker, a speed at which the solid objects are deposited onto the shale shaker, and a size of the solid objects on the shale shaker; and
determining wellbore conditions using the ratio, a speed at which the solid objects are deposited onto the shale shaker, and a size of the solid objects on the shale shaker.
17 . The medium of claim 16 , wherein determining the wellbore conditions using the speed at which the solid objects are deposited on the shale shaker comprises, in a first time instant:
determining that the speed is lesser than a first speed threshold; and
in response to determining that the speed is lesser than the first speed threshold, determining that the wellbore conditions comprise overweight wellbore drilling mud.
18 . The medium of claim 17 , wherein determining the wellbore conditions using the speed at which the solid objects are deposited on the shale shaker comprises, in a second time instant different from the first time instant:
determining that the speed is greater than a second speed threshold, which is greater than the first speed threshold; and
in response to determining that the speed is greater than the second speed threshold, determining that the wellbore conditions comprise underweight wellbore drilling mud.