IP Library Granted Patent US 11,654,558
Granted Patent B2
US 11,654,558 · App. 16/992,081 · Granted May 23, 2023

Robotic system with piece-loss management mechanism

Inventors: Rosen Nikolaev Diankov (Tokyo, JP); Huan Liu (Tokyo, JP); Denys Kanunikov (Tokyo, JP)
Assignee: MUJIN, Inc.
B25J9/1664B25J9/1633B25J9/1674B25J9/1687B25J15/0004B25J15/0019B65G61/00G05B2219/39107G05B2219/45063
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Quick Facts
Patent No.
US 11,654,558
App. No.
16/992,081
Granted
May 23, 2023
Kind
B2
Abstract

A method for operating a robotic system that includes calculating a base motion plan, wherein the base motion plan includes a sequence of commands or settings, or a combination thereof, that operates a robotic arm and a gripper to transfer a target object from a start location to a task location; receiving a contact measure while executing the base motion plan, wherein the contact measure represents an amount of grip of the gripper on the target object; and generating one or more actuator commands/settings that deviate from the base motion plan when the contact measure fails to satisfy a threshold, wherein the one or more actuator commands/settings thereof are configured to operate the robotic arm, the gripper, or a combination thereof to execute one or more response actions not included in the base motion plan.

Claims (80)

1. A method for operating a robotic system, the method comprising:

obtaining a base motion plan configured to operate a robotic assembly to transfer a target object from a start location to a task location;

receiving a contact measure after implementing an initial portion of the base motion plan, wherein the contact measure represents a force, a torque, and/or a pressure measured by a contact sensor;

determining whether the contact measure fails to satisfy a threshold; and

selectively generating a set of commands and/or settings based on the determination, wherein the set is different than a remaining portion of the base motion plan.

2. The method of claim 1 , wherein:

the robotic assembly includes a suction gripper;

the contact measure represents the amount of grip on the target object provided by the suction gripper; and

determining whether the contact measure fails to satisfy the threshold includes comparing the contact measure to the threshold that represents a quantity, a location, or a combination thereof of the suction gripper contacting a surface of the target object and holding a vacuum condition therein.

3. The method of claim 1 , wherein:

the robotic assembly includes an impactive gripper having a set of jaws for applying compressing forces on opposing portions of the target object;

the contact measure represents the amount of grip on the target object provided by the impactive gripper; and

determining whether the contact measure fails to satisfy the threshold includes comparing the contact measure to the threshold configured to detect a shift in the target object relative to the jaws.

4. The method of claim 1 , wherein:

the contact measure represents the amount of grip measured after gripping the target object and before initiating horizontal transfer of the target object;

the grip threshold is an initial threshold; and

the set of commands and/or settings includes commands and/or settings for regripping the target object.

5. The method of claim 4 , further comprising:

executing the initial portion of the base motion plan for placing a gripper of the robotic assembly about the start location and for initially gripping the target object with the gripper;

wherein:

receiving the contact measure includes receiving the contact measure determined after initially gripping the target object; and

the set of commands and/or settings are configured to operate the robotic assembly to:

release the target object, and

regrip the target object.

6. The method of claim 5 , wherein the set of commands and/or settings further includes commands and/or settings to adjust a position of the gripper between the release and the regrip.

7. The method of claim 5 , further comprising:

pausing execution of the base motion plan when the contact measure fails to satisfy the initial threshold; and

resuming execution of the base motion plan after regripping the target object for implementing the set of commands and/or settings between the initial portion and the remaining portion of the base motion plan.

8. The method of claim 1 , wherein selectively generating the set of commands and/or settings comprises calculating an adjusted motion plan that is different than the remaining portion of the base motion plan.

9. The method of claim 8 , wherein:

the contact measure represents a measurement of the amount of grip after initiating horizontal transfer of the target object; and

determining whether the contact measure fails to satisfy the threshold includes comparing the contact measure to a transfer threshold that is less than an initial grip threshold associated with initially gripping the target object before horizontally transferring the target object.

10. The method of claim 8 , further comprising:

tracking a current location of the target object during implementation of the initial portion of the base motion plan; and

wherein calculating the adjusted motion plan includes:

selecting a drop area based on comparing the current location to a source drop area, a destination drop area, and/or a transit drop area, and

calculating the adjusted motion plan to transfer the target object from the current location to an adjusted drop location instead of the task location.

11. The method of claim 10 , wherein selecting the drop area includes:

determining whether the current location is within the source drop area that is associated with boundaries of a container or a pallet at the start location; and

selecting the source drop area based on whether the current location is within the source drop area to place the target object at the adjusted drop location that is different from the start location.

12. The method of claim 10 , wherein selecting the drop area includes:

determining whether the current location is within the destination drop area that is associated with boundaries of a container or a pallet at the task location; and

selecting the destination drop area based on the determination to intentionally place the target object at the adjusted drop location therein.

13. The method of claim 10 , wherein selecting the drop area includes:

determining whether the current location is within the transit drop area that is between the source drop area and the destination drop area; and

selecting the transit drop area based on the determination to intentionally place the target object at the adjusted drop location therein.

14. A tangible, non-transient computer-readable medium having processor instructions stored thereon that, when executed by a robotic system via one or more processors thereof, cause the robotic system to perform a method, the method comprising:

obtaining a base motion plan configured to operate a robotic assembly to transfer a target object from a start location to a task location;

receiving a contact measure after implementing an initial portion of the base motion plan, wherein the contact measure represents an amount of grip of the gripper on the target object; and

selectively generating a set of commands and/or settings based on the contact measure for operating the robotic assembly to execute one or more response actions that deviate from a remaining portion of the base motion plan.

15. A robotic system, comprising:

at least one processor; and

at least one memory device connected to the at least one processor and having stored thereon instructions executable by the processor for:

obtaining a base motion plan configured to operate a robotic assembly to transfer the target object from a start location to a task location;

receiving a contact measure after implementing an initial portion the base motion plan, wherein the contact measure represents an amount of grip of the gripper on the target object measured by a contact sensor;

determining whether the contact measure fails to satisfy a threshold; and

selectively generating a set of commands and/or settings based on the determination for operating the robotic assembly to deviate from a remaining portion of the base motion plan.

16. The robotic system of claim 15 , wherein the contact measure represents a force, a torque, a pressure, or a combination thereof associated with a suction gripper or a set of jaws of the robotic assembly used to contact and grip the target object.

17. The robotic system of claim 15 , wherein the memory device includes instructions executable by the processor for:

tracking a current location of the target object during implementation of the initial portion of the base motion plan;

receiving the contact measure that represents the amount of grip after initiating horizontal transfer of the target object;

selecting a drop area based on the current location, wherein the drop area is selected from a source drop area, a destination drop area, a transit drop area, or a combination thereof,

calculating an adjusted drop location in the selected drop area, wherein the adjusted drop location is calculated after the contact measure is determined to be below the threshold, and

calculating an adjusted motion plan based on selectively generating the set of the commands and/or the settings, wherein the adjusted motion plan is configured to transfer the target object from the current location to the adjusted drop location, wherein the adjusted drop location is different from the task location.

18. The robotic system of claim 17 , wherein the memory device includes instructions executable by the processor for:

selecting the drop area as the source drop area, the destination drop area, or the transit drop area that overlaps with the current location intentionally placing the target object therein instead of the task location and instead of the start location, wherein:

the source drop area is associated with boundaries of a container or a pallet including the start location,

the destination drop area is associated with boundaries of a container or a pallet including the task location, and

the transit drop area is between the source drop area and the destination drop area.

19. The robotic system of claim 15 , wherein the memory device includes instructions executable by the processor for:

receiving the contact measure that represents the amount of grip after gripping the target object and before initiating horizontal transfer of the target object; and

wherein:

the set of commands and/or settings includes regrip commands, regrip settings, or a combination thereof that are not in the remaining portion of the base motion plan and that are for releasing and regripping the target object.

20. The robotic system of claim 19 , wherein the memory device includes instructions executable by the processor for:

implementing the first portion of the base motion plan to place the gripper about the start location and initially grip the target object with the gripper;

wherein:

the contact measure represents the amount of grip determined after initially gripping the target object; and

the set of commands and/or settings are configured to operate the robotic assembly to:

release the target object after executing the first set of actions, and

regrip the target object.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 12, 2020
From: DIANKOV, ROSEN NIKOLAEV; LIU, HUAN; KANUNIKOV, DENYS
To: MUJIN, INC.
Reel/Frame 053479/0907 →
Continuity (4)
Continuation 16600367 · Oct 11, 2019
Continuation 16414396 · May 16, 2019
Continuation 16252383 · Jan 18, 2019
Related Publication 20200368905A1 · Nov 26, 2020
Cited By (1)
US 12,208,525