Machine-learned tillage plug detection in an autonomous farming vehicle
US-2022192076-A1 · Jun 23, 2022 · US
US12302771B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-12302771-B2 |
| Application number | US-202117215088-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 29, 2021 |
| Priority date | Mar 29, 2021 |
| Publication date | May 20, 2025 |
| Grant date | May 20, 2025 |
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A system for detecting material accumulation relative to disk gang assemblies of an agricultural implement includes an implement frame and a disk gang assembly supported relative to the implement frame. The disk gang assembly includes a toolbar coupled to the implement frame and a plurality of disks supported by the toolbar. The system also includes a load sensor configured to provide data indicative of an applied load through the disk gang assembly, and a computing system communicatively coupled to the load sensor. The computing system is configured to monitor the load applied through the disk gang assembly based on the data provided by the load sensor, compare the monitored load to a load threshold selected for the disk gang assembly, and determine that the disk gang assembly is in a plugged state when the monitored load differs from the load threshold.
Opening claim text (preview).
The invention claimed is: 1. A system for detecting material accumulation relative to disk gang assemblies of agricultural implements, the system comprising: an implement frame; first and second disk gang assemblies supported relative to the implement frame, each of the first and second disk gang assemblies including a toolbar coupled to the implement frame and a plurality of disks supported by the toolbar; a first load sensor configured to provide data indicative of an applied load through the first disk gang assembly; a second load sensor configured to provide data indicative of an applied load through the second disk gang assembly; and a computing system communicatively coupled to the first and second load sensors, the computing system being configured to: monitor the loads applied through the first and second disk gang assemblies based on the data provided by the first and second load sensors; compare the monitored loads to a load threshold, wherein the load threshold comprises a load differential threshold between the first and second disk gang assemblies; and determine that the first disk gang assembly is in a plugged state when the monitored load of the first disk gang assembly exceeds the monitored load of the second disk gang assembly by the load differential threshold. 2. The system of claim 1 , wherein the first and second disk gang assemblies comprise either a pair of front disk gang assemblies of the agricultural implement or a pair of rear disk gang assemblies of the agricultural implement. 3. The system of claim 1 , wherein the computing system is further configured to automatically initiate a control action when it is determined that the first disk gang assembly is in the plugged state. 4. The system of claim 3 , wherein the control comprises at least one of generating an operator notification or automatically adjusting an operation of the agricultural implement. 5. The system of claim 1 , wherein the first load sensor comprises a load pin or load cell positioned at a connection point provided between the toolbar of the first disk gang assembly and the implement frame or the second load sensor comprises a load pin or load cell positioned at a connection point provided between the toolbar of the second disk gang assembly and the implement frame. 6. The system of claim 1 , wherein the first load sensor comprises a strain gauge provided in operative association with the toolbar of the first disk gang assembly or the second load sensor comprises a strain gauge provided in operative association with the toolbar of the second disk gang assembly. 7. A method for detecting material accumulation relative to disk gang assemblies of an agricultural implement, the agricultural implement including a frame and first and second disk gang assemblies supported relative to the frame, each of the first and second disk gang assemblies including a toolbar coupled to the frame and a plurality of disks supported by the toolbar, the method comprising: receiving, with a computing system, data indicative of an applied load through each of the first and second disk gang assemblies; comparing, with the computing system, the applied loads to a load threshold, wherein the load threshold comprises a load differential threshold between the first and second disk gang assemblies; determining, with the computing system, that the first disk gang assembly is in a plugged state when the applied load through the first disk gang assembly exceeds the applied load through the second disk gang assembly by the load differential threshold; and initiating, with the computing system, a control action when it is determined the first disk gang assembly is in the plugged state. 8. The method of claim 7 , wherein the first and second disk gang assemblies comprise either a pair of front disk gang assemblies of the agricultural implement or a pair of rear disk gang assemblies of the agricultural implement. 9. The method of claim 7 , wherein initiating the control action when it is determined the first disk gang assembly is in the plugged state comprises generating an operator notification associated with notifying an operator of the agricultural implement of the plugged state of the first disk gang assembly. 10. The method of claim 7 , wherein initiating the control action when it is determined the first disk gang assembly is in the plugged state comprises automatically adjusting an operation of the agricultural implement. 11. The method of claim 7 , wherein receiving the data indicative of the applied load through each of the first and second disk gang assemblies comprises receiving data from at least one of a load pin or load cell positioned at a connection point provided between the toolbar of the first disk gang assembly and the frame or a load pin or load cell positioned at a connection point provided between the toolbar of the second disk gang assembly and the frame. 12. The method of claim 7 , wherein receiving the data indicative of the applied load through each of the first and second disk gang assemblies comprises receiving data from at least one of a strain gauge provided in operative association with the toolbar of the first disk gang assembly or a strain gauge provided in operative association with the toolbar of the second disk gang assembly. 13. A system for detecting material accumulation relative to disk gang assemblies of agricultural implements, the system comprising: an implement frame and a disk gang assembly supported relative to the implement frame, the disk gang assembly including a toolbar coupled to the implement frame and a plurality of disks supported by the toolbar; a load sensor configured to provide data indicative of an applied load through the disk gang assembly; and a computing system communicatively coupled to the load sensor, the computing system being configured to: monitor the load applied through the disk gang assembly based on the data provided by the load sensor; select a load threshold based at least in part on a ground speed of the agricultural implement and a penetration depth of the plurality of disks of the disk gang assembly; compare the monitored load to the load threshold selected for the disk gang assembly; and determine that the disk gang assembly is in a plugged state when the monitored load differs from the load threshold. 14. The system of claim 13 , wherein the load threshold comprises a maximum load threshold, the computing system being configured to determine that the disk gang assembly is in the plugged state when the monitored load exceeds the maximum load threshold. 15. The system of claim 13 , wherein the computing system is further configured to automatically initiate a control action when it is determined that the disk gang assembly is in the plugged state. 16. The system of claim 15 , wherein the control comprises at least one of generating an operator notification or automatically adjusting an operation of the agricultural implement.
Alternating ploughs · CPC title
with disc-like tools · CPC title
Specially adapted for harrows with rotating tools · CPC title
to control draught load, i.e. tractive force · CPC title
Means for protecting against dust or the like, or for cleaning agricultural implements (discs for ploughs A01B15/16; lifting or cleaning apparatus for harrows A01B19/10; discs for harrows A01B23/06; screening of rotary driven tilling tools A01B33/12) · CPC title
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