In one embodiment, a system includes a wafer handling system, processing components, a controller, a virtual assistant, a natural language processing (NLP) engine, and a data-analytics engine. The wafer handling system is configured to hold one or more wafers for processing. The processing components is configured to physically treat the one or more wafers. The controller is configured to operate the processing components. The virtual assistant, in communication with the NLP engine, is configured to receive a user query from a user, understand an intent or context of the user query, and provide a context-specific response to the user query. The data-analytics engine is configured to generate and provide analytical data relating to the user query based on data collected from a plurality of data sources via one or more communication protocols.

A data collection system that performs data collection of human-driven robot actions for robot learning. The data collection system includes: i) a wearable computation subsystem that is worn by a human data collector and that controls the data collection process and ii) a human-machine operation interface subsystem that allows the human data collector to use the human-machine operation interface to operate an attached robotic gripper to perform one or more actions. A user interface subsystem receives instructions from the wearable computation subsystem that direct the human data collector to perform the one or more actions using the human-machine operation interface subsystem. A visual sensing subsystem includes one or more cameras that collect raw visual data related to the pose and movement of the robotic gripper while performing the one or more actions. A data collection subsystem receives collected data related to the one or more actions.

Methods for collaboratively assisting a control room operator are disclosed. An example method disclosed includes receiving a notification associated with a person via a portable wireless device. The notification includes information regarding a process control variable in a process control environment. The example method further includes altering the notification by the person via the portable wireless device and transmitting the altered notification via the portable wireless device. The control room operator and other persons associated with the notification are to receive the altered notification.

A work management device includes an operator information memory section, a work item memory section, an operator detection sections, and a work instruction section. The operator detection sections are installed at a plurality of spots of the electronic component mounting line and detect the operators near the spots. In a case in which the operator detection section detects the operator, when operator information regarding the operator is identical to operator information in the operator information memory section and the work item group of the work item memory section includes one work item or a plurality of work items which are able to be performed by the operator detected by the operator detection section, the work instruction section instructs the operator detected by the operator detection section in one work item or a plurality of work items selected from the one work item or the plurality of work items.

One variation of a method for controlling dissemination of instructional content to operators performing procedures at equipment within a facility includes: at a computing device, accessing a digital procedure containing a first instructional block comprising a first instruction in a set of formats including a text format corresponding to a first degree of guidance, an audio format corresponding to a second degree of guidance different from the first degree, and a visual format corresponding to a third degree of guidance greater than the first and second degrees; accessing a minimum instruction guidance specification for a current instance of the digital procedure; and, in response to initiation of the first instructional block in the digital procedure, presenting the first instruction in a particular format, in the set of formats, corresponding to a particular degree of guidance approximating the minimum instruction guidance specification.

A work management device includes an operator information memory section, a work item memory section, an operator detection sections, and a work instruction section. The operator detection sections are installed at a plurality of spots of the electronic component mounting line and detect the operators near the spots. In a case in which the operator detection section detects the operator, when operator information regarding the operator is identical to operator information in the operator information memory section and the work item group of the work item memory section includes one work item or a plurality of work items which are able to be performed by the operator detected by the operator detection section, the work instruction section instructs the operator detected by the operator detection section in one work item or a plurality of work items selected from the one work item or the plurality of work items.

The invention relates to a method of operating a machine system (1) comprising a plurality of machines (2). Said machines (2) are in particular machine tool devices with numerical control, NC, or programmable logic controller, PLC, control systems and are connected to a computing system (3) of the machine system (1). The machine system (1) further comprises human-machine-interfaces (8; 9; 10; 11) to present machine (2) information and at least one operator detection unit (6; 7). Said operator detection unit (6; 7) detects a machine operator (4) being in the proximity of a machine (2) and/or walking past a machine (2) and collects operator behavior data (5). The operator detection unit (6; 7) sends the collected operator behavior data (5) to the computing system (3) which selects information to be presented to the machine operator (4) in dependence on the operator behavior data (5) and selects at least one of the human-machine-interfaces (8; 9; 10; 11) to present said information. Finally, the respective human-machine-interfaces (8; 9; 10; 11) present the selected information.

A data collection system that performs data collection of human-driven robot actions for robot learning. The data collection system includes: i) a wearable computation subsystem that is worn by a human data collector and that controls the data collection process and ii) a human-machine operation interface subsystem that allows the human data collector to use the human-machine operation interface to operate an attached robotic gripper to perform one or more actions. A user interface subsystem receives instructions from the wearable computation subsystem that direct the human data collector to perform the one or more actions using the human-machine operation interface subsystem. A visual sensing subsystem includes one or more cameras that collect raw visual data related to the pose and movement of the robotic gripper while performing the one or more actions. A data collection subsystem receives collected data related to the one or more actions.

One variation of a method for controlling dissemination of instructional content to operators performing procedures at equipment within a facility includes: at a computing device, accessing a digital procedure containing a first instructional block comprising a first instruction in a set of formats including a text format corresponding to a first degree of guidance, an audio format corresponding to a second degree of guidance different from the first degree, and a visual format corresponding to a third degree of guidance greater than the first and second degrees; accessing a minimum instruction guidance specification for a current instance of the digital procedure; and, in response to initiation of the first instructional block in the digital procedure, presenting the first instruction in a particular format, in the set of formats, corresponding to a particular degree of guidance approximating the minimum instruction guidance specification.

The disclosure herein relates to ensuring the mutual understanding between a remote maintenance support engineer guiding a maintenance engineer intervening on an aircraft, and concerns a system of prevention comprising first and second communication terminals to enable the maintenance engineer and remote maintenance support engineer to exchange information with each other, the information including oral guidance instructions given by the maintenance support engineer and oral responses given by the maintenance engineer relating to the execution of the instructions, a voice recognition device configured for transforming the oral instructions and responses into textual instructions and responses, a semantic analysis device configured for comparing the textual instructions with the textual responses in order to detect any possible inconsistency between the instructions and the responses, and a warning device configured for generating a warning when an inconsistency is detected between the instructions and the responses.