Robotic workspace introspection via force feedback
In one aspect, there is provided a computer-implemented method that includes receiving a request to generate workcell data representing physical dimensions of a workcell having a physical robot arm, executing a calibration program that causes the physical robot arm to move within the workcell and record locations within the workcell at which the robot arm made contact with an object, generating, from the locations within the workcell at which one or more sensors of the robot arm recorded a resistance above a threshold, a representation of physical boundaries in the workcell, obtaining an initial virtual representation of the workcell, and updating the initial virtual representation of the workcell according to the representation of physical boundaries generated from executing the calibration program.
1. A computer-implemented method comprising:
receiving a request to generate workcell data representing physical dimensions of a workcell having a physical robot arm;
receiving a plurality of contact points generated from an operator-guided survey using the physical robot arm to contact object in the workcell;
executing a calibration program that causes the physical robot arm to move within the workcell and record locations within the workcell at which the physical robot arm made contact with an object including evaluating different kinematic configurations for a same particular point within the workcell, including causing the physical robot arm to make contact with contact points that are not among the plurality of contact points generated from the operator-guided survey and that are between two contact points generated from the operator-guided survey;
determining that a first kinematic configuration for the particular point is valid and determining that a second kinematic configuration for the particular point is invalid due to contact of the physical robot arm with an object in the workcell;
generating, from the locations within the workcell at which one or more sensors of the physical robot arm recorded a resistance above a threshold, a representation of physical boundaries in the workcell;
obtaining an initial virtual representation of the workcell;
updating the initial virtual representation of the workcell according to the representation of physical boundaries generated from executing the calibration program;
receiving a request to generate a motion plan for an end effector of the physical robot to reach the particular point within the workcell; and
based on determining that executing the calibration program caused the physical robot to contact the object in the second kinematic configuration, generating a motion plan for the particular point in the workcell that uses the first kinematic configuration to avoid a collision of the physical robot with the object in the workcell.
2. The method of claim 1 , wherein the one or more sensors include a force sensor, and wherein recording the locations within the workcell at which the physical robot arm made contact with the object comprises recording locations at which the force sensor of the physical robot arm recorded the resistance above the threshold.
3. The method of claim 1 , wherein the one or more sensors include a torque sensor, and wherein recording the locations within the workcell at which the physical robot arm made contact with the object comprises recording locations at which the torque sensor of the physical robot arm recorded the resistance above the threshold.
4. The method of claim 1 , wherein executing the calibration program comprises automatically altering a direction of motion of the physical robot arm when the one or more sensors of the physical robot arm record the resistance above the threshold.
5. The method of claim 1 , further comprising:
identifying intersections between edges in the virtual representation of the workcell; and
updating the calibration program to cause the physical robot arm to contact the edges in the virtual representation.
6. The method of claim 1 , wherein updating the initial virtual representation comprises updating the dimensions of an object in the workcell or updating the location of an object in the workcell.
7. The method of claim 6 , wherein updating the location of the object comprises:
identifying a virtual representation of a physical object in the workcell;
updating the calibration program to cause the robot to contact the physical object to determine a location of the physical object in the workcell; and
updating the virtual representation with the determined location of the physical object.
8. The method of claim 1 , further comprising:
identifying, from the virtual representation of the workcell, a planar surface of a physical object in the workcell;
updating the calibration program to cause the robot to make contact with one or more points on the planar surface of the physical object in the workcell; and
updating, within the virtual representation of the workcell, the representation of the planar surface according to the one or more points on the planar surface that the robot contacted during execution of the calibration program.
9. A system comprising one or more computers, and one or more storage devices communicatively coupled to the one or more computers, wherein the one or more storage devices store instructions that, when executed by the one or more computers, cause the one or more computers to perform operations comprising:
receiving a request to generate workcell data representing physical dimensions of a workcell having a physical robot arm;
receiving a plurality of contact points generated from an operator-guided survey using the physical robot arm to contact object in the workcell;
executing a calibration program that causes the physical robot arm to move within the workcell and record locations within the workcell at which the physical robot arm made contact with an object including evaluating different kinematic configurations for a same particular point within the workcell, including causing the physical robot arm to make contact with contact points that are not among the plurality of contact points generated from the operator-guided survey and that are between two contact points generated from the operator-guided survey;
determining that a first kinematic configuration for the particular point is valid and determining that a second kinematic configuration for the particular point is invalid due to contact of the physical robot arm with an object in the workcell;
generating, from the locations within the workcell at which one or more sensors of the physical robot arm recorded a resistance above a threshold, a representation of physical boundaries in the workcell;
obtaining an initial virtual representation of the workcell;
updating the initial virtual representation of the workcell according to the representation of physical boundaries generated from executing the calibration program;
receiving a request to generate a motion plan for an end effector of the physical robot to reach the particular point within the workcell; and
based on determining that executing the calibration program caused the physical robot to contact the object in the second kinematic configuration, generating a motion plan for the particular point in the workcell that uses the first kinematic configuration to avoid a collision of the physical robot with the object in the workcell.
10. The system of claim 9 , wherein the one or more sensors include a force sensor, and wherein recording the locations within the workcell at which the physical robot arm made contact with the object comprises recording locations at which the force sensor of the physical robot arm recorded the resistance above the threshold.
11. The system of claim 9 , wherein the one or more sensors include a torque sensor, and wherein recording the locations within the workcell at which the physical robot arm made contact with the object comprises recording locations at which the torque sensor of the physical robot arm recorded the resistance above the threshold.
12. The system of claim 9 , wherein executing the calibration program comprises automatically altering a direction of motion of the physical robot arm when the one or more sensors of the physical robot arm record the resistance above the threshold.
13. The system of claim 9 , further comprising:
identifying intersections between edges in the virtual representation of the workcell; and
updating the calibration program to cause the physical robot arm to contact the edges in the virtual representation.
14. One or more non-transitory computer storage media storing instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:
receiving a request to generate workcell data representing physical dimensions of a workcell having a physical robot arm;
receiving a plurality of contact points generated from an operator-guided survey using the physical robot arm to contact object in the workcell;
executing a calibration program that causes the physical robot arm to move within the workcell and record locations within the workcell at which the physical robot arm made contact with an object including evaluating different kinematic configurations for a same particular point within the workcell, including causing the physical robot arm to make contact with contact points that are not among the plurality of contact points generated from the operator-guided survey and that are between two contact points generated from the operator-guided survey;
determining that a first kinematic configuration for the particular point is valid and determining that a second kinematic configuration for the particular point is invalid due to contact of the physical robot arm with an object in the workcell;
generating, from the locations within the workcell at which one or more sensors of the physical robot arm recorded a resistance above a threshold, a representation of physical boundaries in the workcell;
obtaining an initial virtual representation of the workcell;
updating the initial virtual representation of the workcell according to the representation of physical boundaries generated from executing the calibration program;
receiving a request to generate a motion plan for an end effector of the physical robot to reach the particular point within the workcell; and
based on determining that executing the calibration program caused the physical robot to contact the object in the second kinematic configuration, generating a motion plan for the particular point in the workcell that uses the first kinematic configuration to avoid a collision of the physical robot with the object in the workcell.
15. The one or more non-transitory computer storage media of claim 14 , wherein the one or more sensors include a force sensor, and wherein recording the locations within the workcell at which the physical robot arm made contact with the object comprises recording locations at which the force sensor of the physical robot arm recorded the resistance above the threshold.
16. The one or more non-transitory computer storage media of claim 14 , wherein the one or more sensors include a torque sensor, and wherein recording the locations within the workcell at which the physical robot arm made contact with the object comprises recording locations at which the torque sensor of the physical robot arm recorded the resistance above the threshold.
17. The one or more non-transitory computer storage media of claim 14 , wherein executing the calibration program comprises automatically altering a direction of motion of the robot arm when the one or more sensors of the physical robot arm record the resistance above the threshold.