Closed loop solution for loading/unloading cartons by truck unloader
A truck unloader for unloading cartons from a carton pile includes a controller with a detection system configured to periodically receive one or more images from a vision system and a processor subsystem in connection with the detection system. The processor subsystem configured to calculate a distance from at least a portion of the truck unloader to the carton pile based on the one or more images and advance the truck unloader to perform a sweeping operation based on the distance in an instance in which the distance satisfies a predefined distance threshold. The processor subsystem further configured to monitor a torque input received as a feedback from the one or more sensors while performing the sweeping operation, wherein the sweeping operation is configured to continue until the torque input exceeds a predefined torque threshold.
1 . A truck unloader for unloading cartons from a carton pile, wherein the truck unloader comprises:
a robotic arm;
a front portion comprising a front-end roller, a conveyor and one or more torque sensors,
wherein the front-end roller is provided on an end of the conveyor to contact one or more cartons,
wherein the one or more torque sensors are positioned on the front-end roller and configured to measure a torque exerted on the front-end roller when contacting the one or more cartons during the unloading; and
a controller comprising:
a detection system configured to periodically receive one or more images from a vision system; and
a processor subsystem in connection with the detection system configured to:
calculate a distance from at least a portion of the truck unloader to the carton pile based on the one or more images;
advance the truck unloader to perform a sweeping operation in an instance in which the calculated distance satisfies a predefined distance threshold;
monitor the measured torque while performing the sweeping operation, wherein the sweeping operation is configured to continue until the torque exceeds a predefined torque threshold; and
switch from the sweeping operation to a picking operation based at least on the measured torque exceeding the predefined torque threshold and when the distance is less than the predefined distance threshold.
2 . The truck unloader of claim 1 , wherein the front portion performs the sweeping operation by pulling the one or more cartons onto the conveyor.
3 . The truck unloader of claim 1 , wherein a value of the torque varies during each sweeping operation based on one of a carton dimension or packing arrangement of the carton pile or a wall of a carton pile container.
4 . The truck unloader of claim 1 , wherein the vision system comprises one or more sensors attached respectively to one of a mobile body or the robotic arm to provide a two-dimensional (2D) image and a three-dimensional (3D) point cloud data.
5 . The truck unloader of claim 4 , wherein the processor subsystem is further configured to perform transformations on the 3D point cloud data from a camera coordinate frame to a robot coordinate frame to calculate the distance.
6 . The truck unloader of claim 5 , wherein the processor subsystem is further configured to perform Euclidean clustering on the transformed 3D point cloud data to calculate the distance.
7 . The truck unloader of claim 1 , wherein the front portion is further configured to halt the sweeping operation when the torque exceeds the predefined torque threshold.
8 . A controller for controlling a truck unloader for unloading cartons from a carton pile, wherein the truck unloader comprises: a robotic arm; a front portion comprising a front-end roller, a conveyor and one or more torque sensors, wherein the front-end roller is provided on an end of the conveyor to contact one or more cartons, wherein the one or more torque sensors are positioned on the front-end roller and configured to measure a torque exerted on the front-end roller when contacting the one or more cartons during the unloading, wherein the controller comprises:
a detection system configured to periodically receive one or more images from one or more sensors; and
a processor subsystem in connection with the detection system configured to:
calculate a distance from at least a portion of the truck unloader to the carton pile based on the one or more images;
advance the truck unloader to perform a sweeping operation based on the distance in an instance in which the distance satisfies a predefined distance threshold;
monitor the measured torque while performing the sweeping operation, wherein the sweeping operation is configured to continue until the torque exceeds a predefined torque threshold, and
switch from the sweeping operation to a picking operation based at least on the measured torque exceeding the predefined torque threshold and when the distance is less than the predefined distance threshold.
9 . The controller of claim 8 , wherein the processor subsystem further comprises: a segmentation module and a distance generation module configured to calculate the distance between the front portion of the truck unloader and a portion of the carton pile.
10 . The controller of claim 8 , wherein the processor subsystem further comprises: a point cloud accumulation module to accumulate 3D point cloud data of the one or more sensors.
11 . The controller of claim 8 , wherein the processor subsystem is further configured to estimate a pose of the robotic arm and a front portion of the truck unloader using forward kinematics.
12 . A method for controlling a truck unloader to unload a set of cartons, wherein the truck unloader comprises: a robotic arm; a front portion comprising a front-end roller, a conveyor and one or more torque sensors, wherein the front-end roller is provided on an end of the conveyor to contact one or more cartons, wherein the one or more torque sensors are positioned on the front-end roller and configured to measure a torque exerted on the front-end roller when contacting the one or more cartons during unloading, the method for controlling comprising:
receiving, by a detection system, a plurality of images from one or more sensors on the truck unloader;
computing, by a processor subsystem, in connection with the detection system, a distance to advance the truck unloader based on the plurality of images to perform a sweeping operation;
receiving, by the processor subsystem, the torque as feedback in response to the truck unloader performing the sweeping operation by advancing towards the set of cartons based on the distance,
wherein in response to determining, by the processor subsystem, that the torque is within a pre-defined torque threshold,
transmitting, by the processor subsystem, a first instruction to perform the sweeping operation when the distance is greater than a pre-defined distance threshold; and
computing, by the processor subsystem, the distance to advance the truck unloader, wherein the distance is calculated recursively before each sweeping cycle,
wherein in response to determining, by the processor subsystem, that the torque exceeds the pre-defined torque threshold and the distance is less than the pre-defined distance threshold,
transmitting, by the processor subsystem, a second instruction to switch from the sweeping operation perform a picking operation.
13 . The method of claim 12 , wherein determining the torque is within the pre-defined torque threshold further comprises:
determining whether the distance exceeds the pre-defined distance threshold;
in response to determining that the torque is within the pre-defined torque threshold and the distance exceeding the pre-defined distance threshold, performing a second sweeping operation; and
in response to determining that the torque exceeds the pre-defined torque threshold or the distance is below the pre-defined distance threshold, determining whether to perform a third sweeping operation or a picking operation.