Systems and methods for monitoring disc conditions of agricultural implements using soil density measurements
In one aspect, a system for monitoring disc conditions of an agricultural implement includes a disc configured to penetrate through a soil surface during the performance of an agricultural operation, and a soil density sensor configured to generate data associated with a post-operation soil density of soil positioned aft of the disc relative to a direction of travel of the agricultural implement. In addition, the system includes a computing system communicatively coupled with the soil density sensor. The computing system is configured to monitor the post-operation soil density based on the data received from the soil density sensor, and determine an operating condition of the disc based at least in part on the post-operation soil density.
1 . A system for monitoring disc conditions of agricultural implements, the system comprising:
an agricultural implement comprising a plurality of discs configured to penetrate through a soil surface during the performance of an agricultural operation;
a soil density sensor configured to generate data associated with a post-operation soil density of soil positioned aft of at least one disc of the plurality of discs relative to a direction of travel of the agricultural implement; and
a computing system communicatively coupled with the soil density sensor, the computing system being configured to:
monitor the post-operation soil density based on the data received from the soil density sensor during the performance of the agricultural operation;
compare the post-operation soil density to a threshold soil density range; and
determine an operating condition of the at least one disc based at least in part on the comparison between the post-operation soil density and the threshold soil density range.
2 . The system of claim 1 , wherein the computing system is configured to determine that the at least one disc is damaged or missing when the post-operation soil density falls outside the threshold soil density range.
3 . The system of claim 1 , wherein the soil density sensor comprises one of a ground-penetrating radar (GPR) or an electromagnetic induction (EMI) sensor.
4 . The system of claim 1 , wherein the computing system is further configured to initiate a control action during the performance of the agricultural operation upon the determination of the operating condition of the at least one disc.
5 . The system of claim 4 , wherein the control action comprises automatically adjusting an operation of the agricultural implement or an associated work vehicle.
6 . A method for monitoring disc conditions of an agricultural implement, the method comprising:
performing an agricultural operation within a field using a plurality of discs of the agricultural implement;
sensing, using a soil density sensor during the performance of the agricultural operation, data associated with a post-operation soil density of soil positioned aft of at least one disc of the plurality of discs of the agricultural implement relative to a direction of travel of the agricultural implement;
receiving, with a computing system, data associated with the post-operation soil density
comparing the post-operation soil density to a threshold soil density range;
determining, with the computing system, an operating condition of the at least one disc based at least in part on the comparison between post-operation soil density and the threshold soil density range; and
initiating, with the computing system during the performance of the agricultural operation, a control action upon the determination of the operating condition of the at least one disc.
7 . The method of claim 6 , wherein determining the operating condition of the at least one disc comprises determining that the at least one disc is damaged or missing when the post-operation soil density falls outside the threshold soil density range.
8 . The method claim 6 , wherein receiving the data comprises receiving the data from a soil density sensor, the soil density sensor comprising one of a ground-penetrating radar (GPR) or an electromagnetic induction (EMI) sensor.
9 . The method of claim 6 , wherein initiating the control action comprises initiating a control action to automatically adjust an operation of the agricultural implement or an associated work vehicle.
10 . A system for monitoring disc conditions of agricultural implements, the system comprising:
an agricultural implement comprising a plurality of discs configured to penetrate through a soil surface during the performance of an agricultural operation;
a first soil density sensor configured to generate data associated with a post-operation soil density of soil positioned aft of at least one disc of the plurality of discs relative to a direction of travel of the agricultural implement;
a second soil density sensor configured to generate data associated with a pre-operation soil density of the soil positioned forward of the at least one disc relative to the direction of travel of the agricultural implement;
a computing system communicatively coupled with the first and second soil density sensors, the computing system being configured to:
monitor the post-operation soil density based on the data received from the first soil density sensor during the performance of the agricultural operation;
monitor the pre-operation soil density based on the data received from the second soil density sensor; and
determine an operating condition of the at least one disc based at least in part on the post-operation soil density and the pre-operation soil density,
wherein the computing system is configured to at least one of: determine that the at least one disc is damaged when the post-operation soil density is greater than the pre-operation soil density; or determine that the at least one disc is missing when the post-operation soil density is substantially equal to the pre-operation soil density.
11 . The system of claim 10 , wherein the computing system is configured to determine that the disc is damaged or missing when soil density differential falls outside the threshold density differential range.
12 . A system for monitoring disc conditions of agricultural implements, the system comprising:
an agricultural implement comprising a plurality of discs configured to penetrate through a soil surface during the performance of an agricultural operation;
a first soil density sensor configured to generate data associated with a post-operation soil density of soil positioned aft of at least one disc of the plurality of discs relative to a direction of travel of the agricultural implement;
a second soil density sensor configured to generate data associated with a pre-operation soil density of the soil positioned forward of the at least one disc relative to the direction of travel of the agricultural implement;
a computing system communicatively coupled with the first and second soil density sensors, the computing system being configured to:
monitor the post-operation soil density based on the data received from the first soil density sensor during the performance of the agricultural operation;
monitor the pre-operation soil density based on the data received from the second soil density sensor during the performance of the agricultural operation;
determine a soil density differential between the post-operation soil density and the pre-operation soil density;
compare the soil density differential to a threshold density differential range
determine an operating condition of the at least one disc based on the comparison between the soil density differential and threshold density differential range.
13 . A system for monitoring disc conditions of agricultural implements, the system comprising:
an agricultural implement comprising a plurality of discs configured to penetrate through a soil surface during the performance of an agricultural operation;
a soil density sensor configured to generate data associated with a post-operation soil density of soil positioned aft of the plurality of discs relative to a direction of travel of the agricultural implement, the soil density sensor having a field of view extending across a lateral swath that is aligned with two or more of the plurality of discs in the direction of travel of the implement; and
a computing system communicatively coupled with the soil density sensor, the computing system being configured to:
monitor the post-operation soil density based on the data received from the soil density sensor; and
determine an operating condition of each individual disc of the two or more of the plurality of discs based at least in part on the post-operation soil density across the lateral swath.
14 . A method for monitoring disc conditions of an agricultural implement, the method comprising:
performing an agricultural operation within a field using a plurality of discs of the agricultural implement;
sensing, using a first soil density sensor during the performance of the agricultural operation, data associated with a post-operation soil density of soil positioned aft of at least one disc of the plurality of discs of the agricultural implement relative to a direction of travel of the agricultural implement;
sensing, using a second soil density sensor during the performance of the agricultural operation, data associated with a pre-operation soil density of soil positioned forward of at least one disc of the plurality of discs of the agricultural implement relative to a direction of travel of the agricultural implement;
receiving, with a computing system, data associated with the post-operation soil density and the pre-operation soil density;
determining, with the computing system, an operating condition of the at least one disc based at least in part on the post-operation soil density; and
initiating, with the computing system during the performance of the agricultural operation, a control action upon the determination of the operating condition of the at least one disc,
wherein determining the operating condition of the at least one disc comprises at least one of: determining that the at least one disc is damaged when the post-operation soil density is greater than the pre-operation soil density; or determining that the at least one disc is missing when the post-operation soil density is substantially equal to the pre-operation soil density.
15 . A method for monitoring disc conditions of an agricultural implement, the method comprising:
performing an agricultural operation within a field using a plurality of discs of the agricultural implement;
sensing, using a first soil density sensor during the performance of the agricultural operation, data associated with a post-operation soil density of soil positioned aft of at least one disc of the plurality of discs of the agricultural implement relative to a direction of travel of the agricultural implement;
sensing, using a second soil density sensor during the performance of the agricultural operation, data associated with a pre-operation soil density of soil positioned forward of at least one disc of the plurality of discs of the agricultural implement relative to a direction of travel of the agricultural implement;
receiving, with a computing system, data associated with the post-operation soil density and the pre-operation soil density;
determining, with the computing system, a soil density differential between the post-operation soil density and the pre-operation soil density;
comparing, with the computing system, the soil density differential to a threshold density differential range;
determining, with the computing system, an operating condition of the at least one disc based on the comparison between the soil density differential and threshold density differential range; and
initiating, with the computing system during the performance of the agricultural operation, a control action upon the determination of the operating condition of the at least one disc.
16 . The method of claim 15 , wherein determining the operating condition of the at least one disc comprises determining that the at least one disc is damaged or missing when soil density differential falls outside the threshold density differential range.
17 . A method for monitoring disc conditions of an agricultural implement, the method comprising:
performing an agricultural operation within a field using a plurality of discs of the agricultural implement, the plurality of discs forming a disc gang assembly of the agricultural implement;
sensing, using a soil density sensor during the performance of the agricultural operation, data associated with a post-operation soil density of soil extending across a lateral swath that is aligned with two or more of the plurality of discs in a direction of travel of the implement
receiving, with a computing system, data associated with the post-operation soil density
determining, with the computing system, an operating condition of each individual disc of the two or more of the plurality of discs based at least in part on the post-operation soil density across the lateral swath; and
initiating, with the computing system during the performance of the agricultural operation, a control action upon the determination of the operating condition of the at least one disc.