System and method for estimating a payload of an industrial machine
A method of determining a payload mass, the method comprising receiving rope data indicative of the rope force from the rope force sensor, receive position data indicative of the current shovel position from the one or more position sensors, determine a payload mass based on the rope force, the current shovel position, and a defined relationship between a kinetic energy of the mining shovel, a potential energy of the mining shovel, one or more degrees of freedom of the mining shovel, and one or more forces experienced by the mining shovel, and provide the payload mass to a display device associated with the mining shovel.
1. A mining shovel comprising:
a base;
a handle rotationally coupled to the base;
a bucket coupled to the handle;
a rope force sensor configured to indicate a rope force on a rope supporting the bucket and the handle;
one or more position sensors configured to indicate a current shovel position; and
a controller including an electronic processor and a memory, the controller coupled to the rope force sensor and to the one or more position sensors, the controller configured to:
receive rope data indicative of the rope force from the rope force sensor,
receive position data indicative of the current shovel position from the one or more position sensors,
determine a payload mass based on the rope force, the current shovel position, and a defined relationship between a kinetic energy of the mining shovel, a potential energy of the mining shovel, one or more degrees of freedom of the mining shovel, and one or more forces experienced by the mining shovel, and
provide the payload mass to a display device associated with the mining shovel.
2. The mining shovel of claim 1 , further comprising:
a crowd drive configured to extend and retract the handle relative to the base;
a hoist drive configured to reel in and let out the rope; and
a tilt actuator configured to adjust a tilt angle of the bucket with respect to the handle,
wherein the one or more position sensors include a hoist position sensor configured to indicate an amount of the rope that is let out, a crowd position sensor configured to indicate an extension amount that the handle is extended, and a tilt actuator position sensor configured to indicate a tilt amount of the bucket.
3. The mining shovel of claim 1 , wherein the mining shovel includes one or more selected from a group consisting of a saddle block, an aft link, a forward link, a tilt cylinder, and a bail.
4. The mining shovel of claim 3 , wherein a mass of each of the one or more selected from the group consisting of the saddle block, the aft link, the forward link, the tilt cylinder, and the bail are accounted for in the defined relationship.
5. The mining shovel of claim 1 , wherein the defined relationship assumes that the kinetic energy of the mining shovel is zero.
6. The mining shovel of claim 1 , wherein determining the payload mass includes deriving the defined relationship between a kinetic energy of the mining shovel, a potential energy of the mining shovel, one or more degrees of freedom of the mining shovel, and one or more forces experienced by the mining shovel, and wherein deriving the defined relationship includes setting an origin of a vector system at a crowd pinion of the mining shovel.
7. The mining shovel of claim 6 , wherein deriving the defined relationship includes deriving equilibrium for a saddle block angle by equating the potential energy of the mining shovel with the one or more forces experienced by the mining shovel at the saddle block angle.
8. The mining shovel of claim 1 , wherein the rope force sensor is a load pin, and wherein the load pin is located between a boom point sheave and a boom.
9. The mining shovel of claim 1 , wherein the rope force sensor is a hoist drive sensor that provides the rope data indicative of a hoist drive voltage, and wherein the hoist drive voltage is used to determine the rope force.
10. The mining shovel of claim 1 , wherein the current shovel information includes an X-component, a Y-component, and a Z-component for at least one selected from a group consisting of the bucket, the handle, an aft link, a forward link, a pivot actuator, a saddle block, a rope attach point, a bail point, and a payload.
11. A method of determining a payload mass for a mining shovel, the method comprising:
receiving, at an electronic processor, rope data from a rope force sensor indicative of a rope force on a rope supporting a bucket and a handle of the mining shovel,
receiving, at the electronic processor, position data from one or more position sensors indicative of a current shovel position of the mining shovel,
determining a payload mass based on the rope force, the current shovel position, and a defined relationship between a kinetic energy of the mining shovel, a potential energy of the mining shovel, one or more degrees of freedom of the mining shovel, and one or more forces experienced by the mining shovel, and
providing the payload mass to a display device associated with the mining shovel.
12. The method of claim 11 , wherein the one or more position sensors include a hoist position sensor configured to indicate an amount of a rope that is let out by a hoist drive, a crowd position sensor configured to indicate an extension amount that the handle is extended by a crowd drive, and a tilt actuator position sensor configured to indicate a tilt amount of the bucket by a tilt actuator.
13. The method of claim 11 , wherein the mining shovel includes one or more selected from a group consisting of a saddle block, an aft link, a forward link, a tilt cylinder, and a bail.
14. The method of claim 13 , wherein a mass of each of the one or more selected from the group consisting of the saddle block, the aft link, the forward link, the tilt cylinder, and the bail are accounted for in the defined relationship.
15. The method of claim 11 , wherein determining the payload mass includes assuming the kinetic energy of the mining shovel is zero.
16. The method of claim 11 , wherein determining the payload mass includes deriving the defined relationship between a kinetic energy of the mining shovel, a potential energy of the mining shovel, one or more degrees of freedom of the mining shovel, and one or more forces experienced by the mining shovel, and wherein deriving the defined relationship includes setting an origin of a vector system at a crowd pinion of the mining shovel.
17. The method of claim 16 , wherein deriving the defined relationship includes deriving equilibrium for a saddle block angle by equating the potential energy of the mining shovel with the one or more forces experienced by the mining shovel at the saddle block angle.
18. The method of claim 11 , wherein the rope force sensor is a load pin, and wherein the load pin is located between a boom point sheave and a boom.
19. The method of claim 11 , wherein the rope force sensor is a hoist drive sensor that provides the rope data indicative of a hoist drive voltage, and wherein the hoist drive voltage is used to determine the rope force.
20. The method of claim 11 , wherein the current shovel information includes an X-component, a Y-component, and a Z-component for at least one selected from a group consisting of the bucket, the handle, an aft link, a forward link, a pivot actuator, a saddle block, a rope attach point, a bail point, and a payload.
21. A control system for a mining machine having a base, a handle rotationally coupled to the base, a bucket coupled to the handle, a rope force sensor configured to indicate a rope force on a rope supporting the bucket and the handle, one or more position sensors configured to indicate a current shovel position, the control system comprising:
an electronic controller including an electronic processor and a memory, the electronic controller coupled to the rope force sensor and to the one or more position sensors, the controller configured to:
receive rope data indicative of the rope force from the rope force sensor,
receive position data indicative of the current shovel position from the one or more position sensors,
determine a payload mass based on the rope force, the current shovel position, and a defined relationship between a kinetic energy of the mining shovel, a potential energy of the mining shovel, one or more degrees of freedom of the mining shovel, and one or more forces experienced by the mining shovel, and
provide the payload mass to a display device associated with the mining shovel.
22. The control system of claim 21 , wherein the mining machine further includes a crowd drive configured to extend and retract the handle relative to the base, a hoist drive configured to reel in and let out the rope, and a tilt actuator configured to adjust a tilt angle of the bucket with respect to the handle, wherein the one or more position sensors include a hoist position sensor configured to indicate an amount of the rope that is let out, a crowd position sensor configured to indicate an extension amount that the handle is extended, and a tilt actuator position sensor configured to indicate a tilt amount of the bucket.
23. The control system of claim 21 , wherein the mining shovel includes one or more selected from a group consisting of a saddle block, an aft link, a forward link, a tilt cylinder, and a bail.
24. The control system of claim 23 , wherein a mass of each of the one or more selected from the group consisting of the saddle block, the aft link, the forward link, the tilt cylinder, and the bail are accounted for in the defined relationship.
25. The control system of claim 21 , wherein the defined relationship assumes that the kinetic energy of the mining shovel is zero.
26. The control system of claim 21 , wherein determining the payload mass includes deriving the defined relationship between a kinetic energy of the mining shovel, a potential energy of the mining shovel, one or more degrees of freedom of the mining shovel, and one or more forces experienced by the mining shovel, and wherein deriving the defined relationship includes setting an origin of a vector system at a crowd pinion of the mining shovel.
27. The control system of claim 26 , wherein deriving the defined relationship includes deriving equilibrium for a saddle block angle by equating the potential energy of the mining shovel with the one or more forces experienced by the mining shovel at the saddle block angle.
28. The control system of claim 21 , wherein the rope force sensor is a load pin, and wherein the load pin is located between a boom point sheave and a boom.
29. The control system of claim 21 , wherein the rope force sensor is a hoist drive sensor that provides the rope data indicative of a hoist drive voltage, and wherein the hoist drive voltage is used to determine the rope force.
30. The control system of claim 21 , wherein the current shovel information includes an X-component, a Y-component, and a Z-component for at least one selected from a group consisting of the bucket, the handle, an aft link, a forward link, a pivot actuator, a saddle block, a rope attach point, a bail point, and a payload.