In an embodiment, a method for handling an order includes determining a plurality of ingredients based on an order, received from a user over a network, for a location having a plurality of robots. The method further includes planning at least one trajectory for at least one robot based on the plurality of ingredients and utensils available at the location, and proximity of each ingredient and utensil to the at least one robot. Each trajectory can be configured to move one of the plurality of ingredients into a container associated with the order. In an embodiment, the method includes executing the at least one trajectory by the at least one robot to fulfill the order. In an embodiment, the method includes moving the container to a pickup area.

The present disclosure relates to operation of a robotic system to transfer an object from a source to a destination. The robotic system may implement one or more motion plans or portions thereof to operate a picking robot to grip and lift the object and place a transfer tray under the lifted object. The robotic system may further implement the one or more motion plans or portions thereof to place the object on the transfer tray and laterally displace the transfer tray and the object thereon toward the destination. The robotic system may operate a placement mechanism to transfer the object from the transfer tray to the destination.

An automatic wheel changer robot has a includes a drive assembly, a torque gun, a sensor assembly, and a controller. The drive assembly has a mobile base and two wheel-clamping assemblies, each configured to engage a wheel. The controller generates a set of instructions based, at least in part, on information obtained from the sensor assembly. The drive assembly uses the set of instructions to cooperatively remove respective wheels from respective hubs on a vehicle and/or attach respective wheels to respective hubs on a vehicle. The device may have lidar sensors and Mecanum wheels that the controller is programmed to use to move between respective hubs and wheel storage locations install wheels, replace wheels, rotate tires, and perform similar operations.

In one embodiment, a system is provided. The system includes a set of pallets to hold a set of parcels. The system also includes a conveyor system to move the set of pallets to and from a transportation pod. The system further includes a lift system to lift the set of pallets to different heights within the transportation pod. The system further includes a storage system to store a set of parcels. The system further includes a mechanical arm to move the set of parcels from the storage system to the set of pallets.

According to one embodiment, a cargo handling apparatus includes a hand, a robot arm, a transfer device, a measurement device, and a control device. The hand holds an article. The robot arm moves the hand. The transfer device is arranged with the robot arm, and transfers the article. The measurement device measures a position and a size of the article. The control device performs a first operation of transferring the article to the transfer device by using the hand and the robot arm, and a second operation of transferring the transferred article by using the transfer device. The control device determines whether or not the robot arm will interfere with the transfer device or a second article on the transfer device when performing the first operation for a first article. The control device controls a start timing of the first operation according to a determination result of the interference.

The present disclosure is related to automatic collimator installation systems and methods. An automatic collimator installation method may include obtaining an installation instruction for installing a target collimator into a medical scanner; identifying, from a plurality of collimators stored in a collimator storage device, the target collimator based on the installation instruction; using a cart to transport the target collimator from the collimator storage device to the medical scanner; and automatically installing, using the cart, the target collimator into the medical scanner.

Described is a system (and method) for locating a center point of a lug nut for an automated vehicle wheel removal system. To improve the accuracy of the center point, the system may perform machine learning inferences using two-dimensional (2D) and three-dimensional (3D) image data. The system may process a 2D image to infer an initial center point, and potentially improve the accuracy by leveraging a 3D image. More particularly, the system may process a 3D image to infer a location of one or more edges (or edge points) around the perimeter of the lug nut and measure a set of distances between the initial center point and the located set of edges. The system may then refine (or adjust) the center point based on such measurements.

Techniques are disclosed to use a robotic arm to palletize or depalletize diverse items. In various embodiments, data associated with a plurality of items to be stacked on or in a destination location is received. A plan to stack the items on or in the destination location is generated based at least in part on the received data. The plan is implemented at least in part by controlling a robotic arm of the robot to pick up the items and stack them on or in the receptacle according to the plan, including by for each item: using one or more first order sensors to move the item to a first approximation of a destination position for that item at the destination location; and using one or more second order sensors to snug the item into a final position.

Manufacturing and assembly of a shoe or a portion of a shoe is enhanced by automated placement and assembly of shoe parts. For example, a part-recognition system analyzes an image of a shoe part to identify the part and determine a location of the part. Once the part is identified and located, the part can be manipulated by an automated manufacturing tool.

A method for retrieving content stored in a warehouse, the method may include: maintaining first content in boxes of a lowest shelf of a storage unit of the warehouse, while maintaining in boxes of higher shelves of the storage unit second content that is of less interest than the first content; accessing the boxes of the lowest shelf and providing the boxes to interfacing units, by a first robot; accessing the boxes of the higher shelves and providing the boxes to the interfacing units, by a second robot; wherein the first robot, when positioned at a lower position, is lower than a height of the lowest shelf, and wherein the second robot is higher than the height of the lowest shelf.