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. Moreover, the system includes a computing system configured to access a map identifying a length parameter at a plurality of locations within the field. The length parameter is, in turn, associated with one or more corn stalks that have been severed from a corresponding root ball and are present on a surface of a portion of the field. In addition, the computing system is configured to receive location sensor data indicative of a current location of the agricultural implement within the field and control an operating parameter of the disk blade based on the accessed map and the received location sensor data.
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:
identifies 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;
determines a length of each identified piece of residue having the corn stalk classification;
determines a length parameter based on the determined lengths;
generates a map identifying the determined length parameter at a plurality of locations within the field;
accesses the map;
receives location sensor data indicative of a current location of the agricultural implement within the field; and
controls an operating parameter of the disk blade based on the accessed map and the received location sensor data.
2 . The agricultural implement of claim 1 , wherein the length parameter comprises an average length.
3 . The agricultural implement of claim 1 , wherein the length parameter comprises a length distribution.
4 . 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 a frame of the agricultural implement.
5 . The agricultural implement of claim 1 , wherein the image data was generated during a previous agricultural operation.
6 . The system of claim 1 , wherein the imaging device is mounted on an agricultural harvester.
7 . 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:
identifies 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;
determines a length of each identified piece of residue having the corn stalk classification;
determines a length parameter based on the determined lengths;
generates a map identifying the determined length parameter at a plurality of locations within the field;
accesses the map;
receives location sensor data indicative of a current location of the agricultural implement within the field; and
controls an operating parameter of the disk blade based on the accessed map and the received location sensor data.
8 . The system of claim 7 , wherein the length parameter comprises an average length.
9 . The system of claim 7 , wherein the length parameter comprises a length distribution.
10 . The system of claim 7 , 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.
11 . The system of claim 7 , wherein, when determining the length parameter, the computing system disregards each piece of residue having the non-corn stalk classification.
12 . 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 agricultural 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;
identifying, with the computing system, 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;
determining, with the computing system, a length of each identified piece of residue having the corn stalk classification;
determining, with the computing system, a length parameter based on the determined lengths;
generating, with the computing system, a map identifying the determined length parameter at a plurality of locations within the field;
accessing, with the computing system, the map;
receiving, with the computing system, location sensor data indicative of a current location of the agricultural implement within the field; and
controlling, with the computing system, an operating parameter of the disk blade based on the accessed map and the received location sensor data.
13 . The method of claim 12 , wherein the length parameter comprises an average length.
14 . The method of claim 12 , wherein the length parameter comprises a length distribution.
15 . The method of claim 12 , 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.
16 . The method of claim 12 , wherein the image data was generated during a previous agricultural operation.