IP Library Granted Patent US 12667051
Granted Patent B2
US 12667051 · App. 18/659,386 · Granted Jun 30, 2026

Performance based agricultural machine speed control

Inventor: Matthew D. Hansen (Bondurant, IA)
Assignee: Deere & Company
A01D41/1273A01B69/008A01D41/1277A01D41/1278
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Quick Facts
Patent No.
US 12667051
App. No.
18/659,386
Granted
Jun 30, 2026
Kind
B2
Abstract

A mobile agricultural machine includes a set of ground engaging elements, a controllable subsystem configured to perform a work operation on a field, and a control system. The control system is configured to identify a work performance metric representing a performance characteristic of the work operation having an inverse relationship to traversal speed of the mobile agricultural machine over the field, receive an indication of operator presence relative to the mobile agricultural machine, generate a weighting parameter that weights the work performance metric relative to a ride quality metric based on the indication of operator presence, determine a target machine speed based on the weighting parameter, and output a control instruction based on the target machine speed.

Claims (66)

1 . A mobile agricultural machine comprising:

a set of ground engaging elements;

a controllable subsystem configured to perform a work operation on a field; and

a control system configured to:

identify a work performance metric representing a performance characteristic of the work operation having an inverse relationship to traversal speed of the mobile agricultural machine over the field;

receive an indication of operator presence relative to the mobile agricultural machine;

generate a weighting parameter that weights the work performance metric relative to a ride quality metric based on the indication of operator presence;

determine a target machine speed based on the weighting parameter; and

output a control instruction based on the target machine speed.

2 . The mobile agricultural machine of claim 1 , wherein the set of ground engaging elements comprise a set of ground engaging traction elements, and further comprising:

a propulsion subsystem configured to drive one or more ground engaging traction elements of the set of ground engaging traction elements, and

wherein the control system is configured to:

control the propulsion subsystem based on the target machine speed.

3 . The mobile agricultural machine of claim 1 , wherein the indication of operator presence indicates presence of an operator in an operator compartment of the mobile agricultural machine during the work operation of the mobile agricultural machine on the field.

4 . The mobile agricultural machine of claim 1 , wherein the control system is configured to:

determine a target metric value for the work performance metric based on the weighting parameter;

receive machine data indicative of operation of the mobile agricultural machine;

generate a current metric value for the work performance metric based on the machine data; and

determine the target machine speed based on the current metric value relative to the target metric value.

5 . The mobile agricultural machine of claim 4 , wherein the current metric value represents predicted performance of the work operation.

6 . The mobile agricultural machine of claim 1 , wherein the ride quality metric is based on an indication of roughness of the field.

7 . The mobile agricultural machine of claim 1 , wherein the weighting parameter is based on a ride smoothness setting, and wherein the control system is configured to:

select a first target machine speed for a first ride smoothness setting; and

select a second target machine speed for a second ride smoothness setting.

8 . The mobile agricultural machine of claim 3 , wherein the indication of operator presence is received from an operator presence detector comprising at least one of:

a camera configured to capture a view of at least a portion of the operator compartment,

an operator seat depression switch, or

an operator input mechanism configured to detect whether the operator is engaging one or more controls within the operator compartment during the work operation of the mobile agricultural machine.

9 . The mobile agricultural machine of claim 1 , wherein the work performance metric represents one or more of:

fuel consumption, productivity, power utilization, agricultural material loss, or agricultural material quality.

10 . The mobile agricultural machine of claim 1 , wherein the control system is configured to:

receive an indication of a lateral offset parameter representing a difference between a position of the mobile agricultural machine and a predefined path; and

determine the target machine speed based on the lateral offset parameter.

11 . The mobile agricultural machine of claim 1 , wherein the control system is configured to:

receive an indication of machine path curvature in a path of the mobile agricultural machine; and

determine the target machine speed based on the machine path curvature.

12 . A method of controlling a mobile agricultural machine, the method comprising:

identifying a work performance metric representing a performance characteristic of a work operation having an inverse relationship to traversal speed of the mobile agricultural machine over a field;

receiving an indication of operator presence with respect to the mobile agricultural machine;

generating a weighting parameter that weights the work performance metric relative to a ride quality metric based on the indication of operator presence;

determining a target machine speed based on the weighting parameter; and

outputting a control instruction based on the target machine speed.

13 . The method of claim 12 , and further comprising:

determining a target metric value for the work performance metric based on the weighting parameter;

receiving machine data indicative of operation of the mobile agricultural machine;

generating a current metric value for the work performance metric based on the machine data; and

determining the target machine speed based on the current metric value relative to the target metric value.

14 . The method of claim 12 , wherein the ride quality metric is based on an indication of roughness of the field.

15 . The method of claim 12 , wherein the weighting parameter is based on a ride smoothness setting.

16 . The method of claim 12 , wherein the work performance metric represents one or more of:

fuel consumption, productivity, power utilization, agricultural material loss, or agricultural material quality.

17 . An agricultural machine control system comprising:

at least one processor; and

memory storing instructions executable by the at least one processor, wherein the instructions, when executed, cause the agricultural machine control system to:

identify a work performance metric representing a performance characteristic of a work operation having an inverse relationship to traversal speed of a mobile agricultural machine over a field;

receive an indication of operator presence with respect to the mobile agricultural machine;

generate a weighting parameter that weights the work performance metric relative to a ride quality metric based on the indication of operator presence;

determine a target machine speed based on the weighting parameter; and

output a control instruction based on the target machine speed.

18 . The agricultural machine control system of claim 17 , wherein the instructions, when executed, cause the agricultural machine control system to:

determine a target metric value for the work performance metric based on the weighting parameter;

receive machine data indicative of operation of the mobile agricultural machine;

generate a current metric value for the work performance metric based on the machine data; and

determine the target machine speed based on the current metric value relative to the target metric value.

19 . The agricultural machine control system of claim 17 , wherein the ride quality metric is based on an indication of roughness of the field.

20 . The agricultural machine control system of claim 17 , wherein the weighting parameter is based on a ride smoothness setting.