Various systems and methods for modeling a manufacturing assembly line are disclosed herein. Some embodiments relate to operating a processor to receive cell data, extract feature data from the cell data, determine a plurality of cell configurations, determine an efficiency score by applying the feature data to a predictive model generated for predicting a production level of the manufacturing assembly line, determine at least one target cell configuration from the cell configurations based on the efficiency score, and apply the at least one target cell configuration to at least one cell by implementing each target cell configuration to a corresponding cell.

A device maintenance apparatus has a display, in which the display displays a first screen generated based on first device information of a maintenance-target device, a second screen generated based on second device information of the device, and a third screen generated based on the first device information and the second device information.

Devices, methods, and systems for hands free facility status alerts are described herein. One system includes a computing device for hands free building automation notifications, comprising a memory and a processor to execute executable instructions stored in the memory to: receive a notification of an event from a building automation system, modify the notification to include only pre-defined attributes of the notification that are displayable on a user interface of a wearable device, and transmit the modified notification to the wearable device.

An interface device includes an input module for receiving evaluation data of a vehicle input by a user, and a display module for displaying one or more estimated causes corresponding to the evaluation data, wherein the input module receives one estimated cause selected from the estimated causes as a real cause.

A system for visual state identification including: a visual display system including a plurality of light displays, each of the light displays provided to different physical locations on an automation system; an execution device operatively connected to the visual display system, including: an input device configured to receive data from the automation system; and computer readable instructions which, if executed by a processor, cause the processor to: receive input data; determine a state of the automation system based on the input data, wherein the state may include an area of interest related to one of the different physical locations; communicate with the visual display system to selectively light a portion of one or more of the plurality of light displays to display the state of the automation system and the physical location of the area of interest.

A vacuum apparatus equipped with an automatic transport mechanism for transporting a specimen and a sensor for detecting a state of the vacuum apparatus includes: a determining unit which determines whether a recoverable error has occurred based on a signal from the sensor; and a display control unit which causes, when it is determined that a recoverable error has occurred, a display unit to display a procedure of a recovery operation in a wizard format. The display control unit determines whether the recovery operation has been performed according to the procedure displayed on the display unit based on a signal from the sensor, and causes the display unit to display a next procedure of the recovery operation when it is determined that the recovery operation has been performed according to the procedure.

The present disclosure discloses a remote maintenance server for remotely maintaining at least one maintenance point provided with an air conditioner having a plurality of indoor units performing air conditioning and at least one outdoor unit connected to the indoor units to drive the indoor units, the remote maintenance server including a display unit configured to display a maintenance screen for maintaining the at least one maintenance point, and a controller configured to control at least one of at least one of an operation rate for the plurality of indoor units, a set temperature, and a compression capacity of a compressor contained in the air conditioner according to a control setting value, and control the display unit to display control information which is information associated with at least one of a control status and a control result in which at least one of the control setting value, the operation rate, the set temperature and the compression capacity is controlled in a first region on the maintenance screen.

A fluid leakage data management apparatus includes an input unit to which data on fluid leak portions collected through a fluid leak diagnosis of a plant is input; a display unit on which the data input to the input unit is displayed; and a data processing unit that displays, on the display unit, a leak portion display image in which, with respect to positional data indicating positions, in the plant, of the respective fluid leak portions input to the input unit, indicators representing the respective fluid leak portions are displayed superimposed on a configuration diagram image of the plant at locations corresponding to the positional data of the respective fluid leak portions on the configuration diagram image.

A substrate processing system includes a substrate processing apparatus configured to process a substrate, and a management device configured to display specified information transmitted from the substrate processing apparatus on a display unit. The substrate processing apparatus includes a processing environment measuring unit configured to measure information on a substrate processing environment according to time and a trouble information notifying unit configured to notify information on a trouble of the substrate processing apparatus. The management device includes a storage unit configured to store measurement information measured by the processing environment measuring unit and notification information notified by the trouble information notifying unit. The display unit is configured to display the measurement information and the notification information which are stored in the storage unit and correlated with each other.

The present disclosure relates to an apparatus and method for processing data in a supervisory control apparatus. A data processing method in a supervisory control apparatus according to an embodiment of the present disclosure may include acquiring state data from at least one control and instrumentation target apparatus; checking the acquired state data; reading a prestored library corresponding to the state data; decoding the state data with reference to the read library; and outputting the decoded state data.