IP Library Granted Patent US 11,591,776
Granted Patent B2
US 11,591,776 · App. 16/384,425 · Granted Feb 28, 2023

Earth-moving machine sensing and control system

Inventors: John M. Hageman (Dubuque, IA); Tarik Loukili (Johnston, IA); Lacy Scott Bayless (Wamego, KS); Mathew J. Zeringue (Thibodaux, LA); Chad M. Indovina (Baton Rouge, LA); Suraj Amatya (Clive, IA); Cody R. Gros (Thibodaux, LA)
Assignee: Deere & Company
E02F9/26E02F3/3486E02F3/652E02F7/04
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Quick Facts
Patent No.
US 11,591,776
App. No.
16/384,425
Filed
Apr 15, 2019
Granted
Feb 28, 2023
Kind
B2
Art Unit
3678
USPC
702/56
Abstract

An example work machine control system includes target fill level determination logic configured to determine a target fill level for a container of an earth-moving work machine, fill level measurement logic configured to receive a sensor signal from a sensor that detects contents of the container and generate a measurement metric indicative of a current fill level of the container based on the sensor signal, and control logic configured to generate a machine control signal based on the measurement metric and the target fill level.

Claims (62)

1. A work machine control system comprising:

target fill level determination logic configured to determine a target fill level for a container on an earth-moving scraper machine, wherein

the earth-moving scraper machine includes a blade and a gate,

the blade is movable to set a cutting depth and is configured to engage a portion of earth at the cutting depth and accumulate earth material from the portion of earth through an opening to the container, and

the gate is movable to control the opening to the container;

fill level measurement logic configured to:

receive a sensor signal from an image sensor coupled to the earth-moving scraper machine, the image sensor being configured to capture an image of accumulated earth material in the container; and

generate a measurement metric indicative of a current fill level of the container based on the sensor signal; and

control logic configured to generate a machine control signal based on the measurement metric and the target fill level, wherein the machine control signal controls at least one of:

an actuator that adjusts the cutting depth of the blade; and

an actuator that moves the gate between an open position which allows the earth material into the container and a closed position that restricts the earth material from entering the container.

2. The work machine control system of claim 1 , wherein the target fill level comprises a target volume for the container, and the current fill level comprises a current volume of material in the container.

3. The work machine control system of claim 1 , wherein the control logic is configured to control a traction unit associated with the earth-moving scraper machine based on the measurement metric and the target fill level.

4. The work machine control system of claim 3 , wherein the traction unit comprises a towing work machine coupled to, and configured to tow, the earth-moving scraper machine.

5. The work machine control system of claim 1 , wherein

the machine control signal ends a first dig cycle of the earth-moving scraper machine by at least one of raising the blade or closing the gate, and

the control logic is configured to:

determine a geographic location corresponding to the end of the first dig cycle, and

generate a second machine control instruction that controls a start of a second dig cycle based on the geographic location.

6. The work machine control system of claim 5 , wherein the second dig cycle is performed by the earth-moving scraper machine.

7. The work machine control system of claim 5 , wherein the earth-moving scraper machine comprises a first earth-moving scraper machine, and the second dig cycle is performed by a second earth-moving scraper machine.

8. The work machine control system of claim 7 , wherein the second earth-moving scraper machine is towed behind the first earth-moving scraper machine.

9. The work machine control system of claim 1 , and further comprising:

remaining capacity determination logic configured to determine a remaining capacity of the container based on the target fill level and the current fill level.

10. The work machine control system of claim 9 , wherein the control logic is configured to:

determine a fill rate indicative of a rate at which the container is being filled with earth material as the earth-moving scraper machine traverses over a terrain;

determine a dig cycle time indicative of a time duration until the target fill level is reached based on the remaining capacity and the fill rate; and

control at least one of the blade or the gate, to end a current dig cycle based on the dig cycle time.

11. A computer-implemented method for controlling an earth-moving scraper machine, the method comprising:

determining a target fill level for a container on the earth-moving scraper machine, the earth-moving scraper machine having

a blade that is movable to set a cutting depth and engages a portion of earth at the cutting depth to accumulate earth material from the portion of earth in the container on the earth-moving scraper machine, and

a gate that controls an opening to the container;

receiving a sensor signal from a sensor that detects contents of the container;

generating a measurement metric indicative of a current fill level of the container; and

generating a machine control signal that controls the earth-moving scraper machine based on the measurement metric and the target fill level, wherein

the machine control signal controls at least one of:

an actuator that adjusts the cutting depth of the blade; and

an actuator that moves the gate between open and closed positions.

12. The computer-implemented method of claim 11 , wherein the target fill level comprises a target volume for the container, the current fill level comprises a current volume of material in the container, and the sensor signal represents an image of the contents of the container.

13. The computer-implemented method of claim 11 , and further comprising:

determining a remaining capacity of the container based on the target fill level and the current fill level;

determining a fill rate indicative of a rate at which the container is being filled with earth material as the earth-moving scraper machine traverses over a terrain;

determining a dig cycle time indicative of a time duration until the target fill level is reached based on the remaining capacity and the fill rate; and

controlling at least one of the blade or the gate, to end a first dig cycle, based on the dig cycle time.

14. The computer-implemented method of claim 13 , and further comprising:

determining a geographic location corresponding to the end of the first dig cycle, and

controlling a start of a second dig cycle based on the geographic location.

15. A work machine system comprising:

an earth scraper machine comprising:

a blade that is movable to adjust a dig depth into a terrain during a dig cycle;

a container configured to receive earth material from the blade;

a gate movable to control an opening to the container; and

an imaging sensor configured to optically detect the earth material in the container;

a traction unit configured to propel the earth scraper machine across the terrain; and

a control system configured to:

determine a target fill level for the container;

receive a sensor signal from the imaging sensor; and

generate a measurement metric indicative of a current fill level of the container based on the sensor signal; and

control, based on the measurement metric and the target fill level, the dig cycle of the earth scraper machine by at least one of:

raising the blade, or

closing the gate.

16. The work machine system of claim 15 , wherein the traction unit comprises a towing work machine that is coupled to, and configured to tow, the earth scraper machine.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 15, 2019
From: HAGEMAN, JOHN M.; LOUKILI, TARIK; BAYLESS, LACY SCOTT; ZERINGUE, MATHEW J.; INDOVINA, CHAD M.; AMATYA, SURAJ; GROS, CODY R.
To: DEERE & COMPANY
Reel/Frame 048887/0491 →
Continuity (1)
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