Embodiments of the innovation relate to a workstation assembly, comprising: a frame; a carriage assembly moveably coupled to the frame, the carriage assembly having a carriage frame and an imaging device coupled to the carriage frame; and a workstation device disposed in electrical communication with the carriage assembly, the workstation device having a controller including a processor and a memory, the controller configured to: transmit an image signal of a workspace from the imaging device to a user device, receive a control signal from the remote user device, and adjust a position of the carriage assembly on the frame and relative to the workspace based upon the control signal.

Provided is a technique for improving the transport efficiency of workpieces by a transport system compared to before. A transport system of workpiece includes a transport device, a storage, which is one of transport destinations of workpiece by the transport device, a work station, which is one of transport destinations of workpiece by the transport device, a machine tool, which is one of transport destinations of workpiece by the transport device, and a controller. The controller executes a processing of acquiring a first weight of a workpiece to be transported to the storage from the work station, and a processing of determining a storage destination inside the storage for the workpiece to be transported based on the first weight, and the storage destination is determined so as to be closer to the machine tool as the first weight increases.

A machine learning device included in a tool selecting apparatus includes a state observing unit that observes, as state variables indicative of a current environmental state, data related to machining condition, data related to cutting condition, data related to machining result, and data related to a tool, and a learning unit that, by using the state variables, learns distribution of the data related to the machining condition, the data related to the cutting condition, and the data related to the machining result, with respect to data related to the tool.

A machine learning device included in a tool selecting apparatus includes a state observing unit that observes, as state variables indicative of a current environmental state, data related to machining condition, data related to cutting condition, data related to machining result, and data related to a tool, and a learning unit that, by using the state variables, learns distribution of the data related to the machining condition, the data related to the cutting condition, and the data related to the machining result, with respect to data related to the tool.

The present disclosure is directed to calibrating position detection for a tool. The tool can use a sensor to detect a first value of a parameter. The tool can use a motor to extend the working member of the tool towards a working surface. The tool can include a base. The tool can detect, with the working member in contact with the working service, a second value of the parameter. The tool can determine a z-axis position of the working member relative to the working surface.

The present disclosure is directed to calibrating position detection for a tool. The tool can use a sensor to detect a first value of a parameter. The tool can use a motor to extend the working member of the tool towards a working surface. The tool can include a base. The tool can detect, with the working member in contact with the working service, a second value of the parameter. The tool can determine a z-axis position of the working member relative to the working surface.

A tool changer includes a holding member having a tool change arm disposed thereon, a rotation mechanism rotating the holding member at a first rotation speed in normal and reverse directions, a forward/backward movement mechanism moving the holding member forward and backward at a first forward/backward movement speed, and a controller comparing a first difference as a difference between a command value for the rotation and an output value of an encoder with a first threshold. When the first difference is equal to or greater than the first threshold, a rotational speed of the holding member is chained to a second rotation speed slower than the first rotation speed. Alternatively, when the first difference is less than the first threshold, the rotational speed of the holding member is maintained at the first rotation speed.

A tool changer includes a holding member having a tool change arm disposed thereon, a rotation mechanism rotating the holding member at a first rotation speed in normal and reverse directions, a forward/backward movement mechanism moving the holding member forward and backward at a first forward/backward movement speed, and a controller comparing a first difference as a difference between a command value for the rotation and an output value of an encoder with a first threshold. When the first difference is equal to or greater than the first threshold, a rotational speed of the holding member is chained to a second rotation speed slower than the first rotation speed. Alternatively, when the first difference is less than the first threshold, the rotational speed of the holding member is maintained at the first rotation speed.

An augmented reality simulation device includes: extension information display means for displaying a virtual object; relation information acquisition means for acquiring first relation information which is information that specifies relation between the virtual object and control axes of a numerical controller and second relation information which is information that specifies settings of the control axes and relation between the control axes; conversion means for converting a movement amount in a first coordinate system which is a coordinate system of the control axis to movement information in a second coordinate system which is a coordinate system for allowing the extension information display means to display the virtual object on the basis of the first relation information and the second relation information; and calculation means for calculating a display position and a display angle of the virtual object based on the movement information in the second coordinate system after the conversion.

An augmented reality simulation device includes: extension information display means for displaying a virtual object; relation information acquisition means for acquiring first relation information which is information that specifies relation between the virtual object and control axes of a numerical controller and second relation information which is information that specifies settings of the control axes and relation between the control axes; conversion means for converting a movement amount in a first coordinate system which is a coordinate system of the control axis to movement information in a second coordinate system which is a coordinate system for allowing the extension information display means to display the virtual object on the basis of the first relation information and the second relation information; and calculation means for calculating a display position and a display angle of the virtual object based on the movement information in the second coordinate system after the conversion.