Motion planning and task execution using potential occupancy envelopes
Spatial regions potentially occupied by a robot (or other machinery) or portion thereof and a human operator during performance of all or a defined portion of a task or an application are computationally estimated. These “potential occupancy envelopes” (POEs) may be based on the states (e.g., the current and expected positions, velocities, accelerations, geometry and/or kinematics) of the robot and the human operator. Once the POEs of human operators in the workspace are established, they can be used to guide or revise motion planning for task execution.
1 . A safety system for enforcing safe operation of machinery performing an activity in a three-dimensional (3D) workspace, the system comprising:
a computer memory for storing a model of the machinery and its permitted movements and a task specification; and
a processor configured to:
computationally generate a 3D spatial representation of the workspace;
identify a computational representation of a 3D region of the workspace corresponding to (i) space occupied or potentially occupied by a human within the workspace augmented by a 3D envelope around the human corresponding to anticipated movements of the human within the workspace during performance of the specified task and (ii) a protective separation distance;
computationally generate a motion plan comprising a trajectory of the machinery to perform the task; and
cause the machinery to execute the motion plan and perform the specified task without entering the 3D region and/or violating the protective separation distance.
2 . The system of claim 1 , wherein the motion plan implements a safety protocol specifying speed restrictions of the machinery in proximity to a human and a minimum separation distance between the machinery and a human.
3 . The system of claim 1 , wherein the processor is configured to update the computational representation at intervals no greater than a worst-case time required to bring the machinery to a safe state or a stopping time of the machinery in a direction toward the 3D envelope around the human.
4 . The system of claim 3 , wherein the 3D region of the workspace corresponds to space occupied or potentially occupied by the human within the workspace augmented by a 3D envelope around the human corresponding to anticipated movements of the human within the workspace during one of the intervals at which the computational representation is updated.
5 . The system of claim 1 , further comprising a plurality of sensors distributed about the workspace, each of the sensors being configured to record images of a portion of the workspace within a sensor field of view, the workspace portions collectively covering the entire workspace, wherein the processor is configured to compute the 3D region of the workspace based on images generated by the sensors during performance of the task by the machinery.
6 . The system of claim 5 , wherein the processor is responsive to real-time monitoring of the workspace and is further configured to alter the motion plan in response to a change in the 3D region.
7 . The system of claim 5 , wherein the processor is responsive to real-time monitoring of the workspace and is further configured to recompute the motion plan in response to a change in the 3D region.
8 . The system of claim 7 , wherein the motion plan is recomputed by generating a plurality of candidate trajectories each capable of performing the task and selecting one of the candidate trajectories.
9 . A method of enforcing safe operation of machinery performing an activity in a three-dimensional (3D) workspace, the method comprising the steps of:
computationally generating a 3D spatial representation of the workspace;
identifying a computational representation of a 3D region of the workspace corresponding to (i) space occupied or potentially occupied by a human within the workspace augmented by a 3D envelope around the human corresponding to anticipated movements of the human within the workspace during performance of the specified task and (ii) a protective separation distance;
computationally generating a motion plan comprising a trajectory of the machinery to perform the task; and
causing the machinery to execute the motion plan and perform the specified task without entering the 3D region and/or violating the protective separation distance.
10 . The method of claim 9 , wherein the constrained motion plan implements a safety protocol specifying speed restrictions of the machinery in proximity to a human and a minimum separation distance between the machinery and a human.
11 . The method of claim 9 , wherein computationally generating the motion plan comprises (i) identifying a plurality of trajectories of the machinery, and (ii) selecting one of the trajectories based at least in part on a length of the trajectory and/or an operation time of the machinery on the trajectory.
12 . The method of claim 9 , further comprising updating the computational representation at intervals no greater than a worst-case time required to bring the machinery to a safe state or a stopping time of the machinery in a direction toward the 3D envelope around the human.
13 . The method of claim 12 , wherein the 3D region of the workspace corresponds to space occupied or potentially occupied by the human within the workspace augmented by a 3D envelope around the human corresponding to anticipated movements of the human within the workspace during one of the intervals at which the computational representation is updated.
14 . The method of claim 9 , further comprising the step of providing a plurality of sensors distributed about the workspace, each of the sensors being configured to record images of a portion of the workspace within a sensor field of view, the workspace portions collectively covering the entire workspace, wherein the 3D region of the workspace is computed based on images generated by the sensors during performance of the task by the machinery.
15 . The method of claim 14 , and further comprising the step of altering the motion plan in response to a change in the 3D region.
16 . The method of claim 14 , wherein the motion plan is recomputed in response to a change in the 3D region.
17 . The method of claim 16 , wherein the motion plan is recomputed by computationally generating a plurality of candidate trajectories each capable of performing the task and selecting one of the candidate trajectories.