System and method for controlling the operation of an agricultural implement
A system for controlling the operation of an agricultural implement includes a disk blade configured to rotate relative to soil in a field across which the agricultural implement is traveling. Furthermore, the system includes an imaging device configured to generate image data depicting a portion of the field positioned forward of the disk blade. Additionally, a computing system is configured to analyze the image data generated by the imaging device to identify one or more corn stalks that have been severed from a corresponding root ball and are present on a surface of the imaged portion of the field. Moreover, the computing system is configured to determine a length parameter associated with the identified one or more corn stalks. In addition, the computing system is configured to control an operating parameter of the disk blade based on the determined length parameter.
1 . An agricultural implement, comprising:
a frame;
a disk blade supported on the frame, the disk blade configured to rotate relative to soil in a field across which the agricultural implement is traveling;
an imaging device configured to generate image data depicting a portion of the field positioned forward of the disk blade relative to a travel direction of the agricultural implement; and
a computing system communicatively coupled to the imaging device, wherein the computing system:
analyzes the image data generated by the imaging device to identify one or more pieces of residue present on a surface of the imaged portion of the field;
classifies each of the identified one or more pieces of residue as having one of a corn stalk classification or a non-corn stalk classification, the corn stalk classification being indicative of a corn stalk that has been severed from a corresponding root ball and is present on the surface of the field;
determines a length of each identified piece of residue having the corn stalk classification;
disregards each piece of residue having the non-corn stalk classification;
determines a length parameter associated with the one or more residue pieces having the corn stalk classification based on the determined lengths; and
controls an operating parameter of the disk blade based on the determined length parameter.
2 . The agricultural implement of claim 1 , wherein the operating parameter comprises at least one of a force being applied to the disk blade, a penetration depth of the disk blade, or a position of the disk blade relative to the frame.
3 . A system for controlling an operation of an agricultural implement, the system comprising:
a disk blade configured to rotate relative to soil in a field across which the agricultural implement is traveling;
an imaging device configured to generate image data depicting a portion of the field positioned forward of the disk blade relative to a travel direction of the agricultural implement; and
a computing system communicatively coupled to the imaging device, wherein the computing system:
analyzes the image data generated by the imaging device to identify one or more pieces of residue present on a surface of the imaged portion of the field;
classifies each of the identified one or more pieces of residue as having one of a corn stalk classification or a non-corn stalk classification, the corn stalk classification being indicative of a corn stalk that has been severed from a corresponding root ball and is present on the surface of the field;
determines a length of each identified piece of residue having the corn stalk classification;
disregards each piece of residue having the non-corn stalk classification;
determines a length parameter associated with the identified one or more residue pieces having the corn stalk classification based on the determined lengths; and
controls an operating parameter of the disk blade based on the determined length parameter.
4 . The system of claim 3 , wherein the length parameter comprises an average length of the determined lengths.
5 . The system of claim 3 , wherein the length parameter comprises a length distribution of the determined lengths.
6 . The system of claim 3 , wherein the operating parameter comprises at least one of a force being applied to the disk blade, a penetration depth of the disk blade, or a position of the disk blade relative to a frame of the agricultural implement.
7 . The system of claim 3 , wherein the computing system generates a field map identifying the determined length parameter at one or more locations within the field.
8 . A method for controlling an operation of an agricultural implement, the agricultural implement including a disk blade configured to rotate relative to soil in a field across which the tillage implement is traveling, the method comprising:
receiving, with a computing system, image data depicting a portion of the field positioned forward of the disk blade relative to a travel direction of the agricultural implement;
analyzing, with the computing system, the received image data to identify one or more pieces of residue present on a surface of the imaged portion of the field;
classifying, with the computing system, each of the identified one or more pieces of residue as having one of a corn stalk classification or a non-corn stalk classification, the corn stalk classification being indicative of a corn stalk that has been severed from a corresponding root ball and is present on the surface of the field;
determining, with the computing system, a length of each identified piece of residue having the corn stalk classification;
disregarding, with the computing system, each piece of residue having the non-corn stalk classification;
determining, with the computing system, a length parameter associated with the one or more residue pieces having the corn stalk classification based on the determined lengths; and
controlling, with the computing system, an operating parameter of the disk blade based on the determined length parameter.
9 . The method of claim 8 , wherein the length parameter comprises an average length of the determined lengths.
10 . The method of claim 8 , wherein the length parameter comprises a length distribution of the determined lengths.
11 . The method of claim 8 , wherein the operating parameter comprises at least one of a force being applied to the disk blade, a penetration depth of the disk blade, or a position of the disk blade relative to a frame of the agricultural implement.