An automated manufacturing process tooling setup assist system includes a controller configured to control movement and positioning of tools to provide a first tool spatial arrangement within a workspace. Responsive to an unsuccessful test process run using the tools in the first tool spatial arrangement, the controller may control movement of the tools so as to replace a tool in the first tool spatial arrangement with another tool configured to perform a function of the tool to be replaced. Responsive to a successful test process run using the tools in the first tool spatial arrangement, the controller may control movement of the tools so as to reposition one or more tools in the workspace to provide a second tool spatial arrangement within the workspace different from the first tool spatial arrangement.

A method can include receiving scheduled tasks associated with subsystems of a wellsite system wherein the scheduled tasks are associated with achievement of desired states of the wellsite system; transmitting task information for at least a portion of the scheduled tasks to computing devices associated with the subsystems; receiving state information via the wellsite system; assessing the state information with respect to one or more of the desired states; based at least in part on the assessing, scheduling a task; and transmitting task information for the task to one or more of the computing devices associated with the subsystems.

An automated manufacturing process tooling setup assist system includes a controller configured to control movement and positioning of tools to provide a first tool spatial arrangement within a workspace. Responsive to an unsuccessful test process run using the tools in the first tool spatial arrangement, the controller may control movement of the tools so as to replace a tool in the first tool spatial arrangement with another tool configured to perform a function of the tool to be replaced. Responsive to a successful test process run using the tools in the first tool spatial arrangement, the controller may control movement of the tools so as to reposition one or more tools in the workspace to provide a second tool spatial arrangement within the workspace different from the first tool spatial arrangement.

One aspect related to design of systems and methods for manufacturing products that include technology in skilled areas is configuring a production station for use by an operator without specialized skills. The present invention contemplates an approach to designing a station configurable to perform one or more of incoming inspection, assembly, testing, and branding. A preferred approach includes verifying data associated with units prior to accepting them for incorporation, preventing incorporation of an incorrect unit, and guiding an operator in possible remedial action. This approach includes storing data in a server and making such data substantially instantly accessible to production stations once written in the server. Such data preferably includes software to configure the production station such that the operator need not have specialized skills. A production station designed using this approach is particularly useful in the manufacture of an outdoor unit of a split-mount microwave radio system.

Described herein are improvements for identifying defects during automated item production. In one example, a method includes identifying a first defect in a first item. The first defect is associated with a stage of production of the first produced item. The method further includes retrieving first parametric data associated with the stage for the first item and identifying one or more defect indicators based on the first parametric data and second parametric data associated with the stage for one or more second items having defects associated with the stage. The method also includes monitoring subsequent parametric data associated with the stage to recognize the one or more defect indicators in the subsequent parametric data.

A non-transitory computer-readable medium stores instructions that, when executed by a processor, cause the processor to receive, via the processor, a characteristic of data to be collected from an operational technology (OT) device disposed within an OT network associated with an industrial automation system configured to perform an industrial automation process, determine, via the processor, that the characteristic exceeds a threshold value, and deploy, via the processor, in response to determining that the characteristic exceeds the threshold value, a container to a compute surface within the OT network that is disposed within a threshold distance of the OT device. The container is configured to receive the data from the OT device and process the received data.

According to one embodiment, a manufacturing control system includes a reference data creating unit, first, second and third data storing units, first, second and third data extracting units. The reference data creating unit creates reference data including a reference time related to a product. The first data storing unit stores data related to parts acceptance inspection and related to assembly of the product. The second data storing unit stores data related to inspection in manufacturing. The third data storing unit stores data related to quality assurance inspection and of acceptance inspection at a customer site. The first data extracting unit extracts data related to latest parts acceptance inspection and related to latest assembly of the product. The second data extracting unit extracts data related to inspection in latest manufacturing. The third data extracting unit extracts data related to latest quality assurance inspection and of latest acceptance inspection.

Described herein are systems and methods for improving defect detection in an automated production process. The system comprises a memory that stores executable components and a processor, operatively coupled to the memory, that executes the executable components. The executable components comprise an automation defect component and a machine learning component. The automation defect component retrieves parametric data associated with the production process. The automation defect component provides the parametric data to a machine learning algorithm. The machine learning component generates common attributes between the defective items. The machine learning component identifies a set of common attributes shared between the defective items and a non-defective item. The machine learning component modifies the set of the common attributes shared between the defective items and the non-defective item. The machine learning component generates defect indicators based on the common attributes. The automation defect component monitors subsequent parametric data to recognize the defect indicators.

An inspection management system having a plurality of processes and managing final inspection performed to inspect a completed product and one or more intermediate inspections performed to inspect an intermediate product manufactured in the processes earlier than a final process includes: an inspection content data acquisition unit that acquires inspection content data including an inspection standard for each inspection item of the product; an inspection content setting unit that sets inspection content based on the inspection content data acquired by the inspection content data acquisition unit; a simulation unit that simulates inspection in accordance with assumed inspection content; an inspection standard calculation unit that calculates an inspection standard more appropriate than a current inspection standard based on the simulation; and an output unit that outputs base information indicating that at least the inspection standard calculated by the inspection standard calculation unit is more appropriate than the current inspection standard.

An inspection management system that manages inspection of an inspection apparatus in a production line including a manufacturing apparatus of a product and the inspection apparatus includes: an acquisition unit configured to acquire inspection content data including an inspection standard for each component; an inspection content setting unit configured to set inspection content; a setting-related information acquisition unit configured to acquire setting-related information including at least a time at which new inspection content is set when the inspection content setting unit sets the new inspection content; a storage unit configured to retain the setting-related information in association with a history of the setting of the inspection content; a setting-related information reading unit configured to read the setting-related information retained in the storage unit; and an output unit configured to be able to output the setting-related information.