A production module for performing a production function on a product, production system, production planning device, and method for planning the production of the product, wherein a plurality of production modules are intercoupled, where a self-description information set is stored within each production module as a database, e.g., NoSQL, OWL, ontology, SPARQL, which comprises properties of the production module, where if a production information set comprising the production steps required to produce the product is present, then the production information set and the self-description information sets or parts thereof are transmitted to a production planning device to plan production of the product and a production procedure plan for a product to be processed is determined, and where the production procedure plan comprises an information set about a sequence of production modules of the production system, which sequence a product should pass through to produce an intermediate product or end product.

Manufacturing of article of footwear include temporarily mating a sole and an upper to determine processes to be performed to the sole and/or the upper before permanently mating. As specific operations are determined based on the particular combination of a sole and an upper, the sole and upper are individually tracked through the subsequent processes to ensure the correct pairing is achieved at the time of permanent mating. The tracking may leverage identifiers in the tooling supporting the upper and in the sole.

Methods, devices, and systems related to process control in manufacturing are described. In an example, a method can include receiving data from a first process control device affixed to a first manufacturing tool of a first type, identifying one or more attributes of the data via a second processing resource of a second process control device affixed to a second manufacturing tool of a second type different from the first type, determining one or more settings for the second manufacturing tool via the second processing resource in response to identifying the one or more attributes of the data, and sending a command including the one or more settings to the second manufacturing tool from the second process control device.

A method includes determining queue times associated with operations of a sequence recipe. The operations are associated with production of substrates in a substrate processing system. The method further includes generating a schedule based on the queue times. The method further includes transmitting the schedule to a controller of the substrate processing system. The controller is to control the substrate processing system to produce the substrates based on the schedule.

An abnormality detection device of a machine tool includes a plurality of vibration sensors mounted on a body of the machine tool at a plurality of positions; and a determination portion that determines an operation condition of the machine tool based on vibration information detected by the vibration sensors. The abnormality detection device detects abnormality of the machine tool according to determination information of the determination portion. The determination portion specifies a predetermined item whose machining accuracy lowers based on the mounted position of the vibration sensor that has detected abnormal vibration.

A hybrid computer numerical control (CNC) machining center and a machining method thereof are provided. The hybrid CNC machining center has at least a cutting tool head, a laser cladding tool head, a laser surface heat treatment tool head, and a computer numerical control unit. The cutting tool head, the laser cladding tool head, and the laser surface heat treatment tool head are alternately installed in a tool holder of the hybrid CNC machining center. Users can accomplish cutting, laser cladding, and laser surface heat treatment operations for a work-piece just in one single machine, so that the work-piece is unnecessary to be moved between different machines. Therefore, the steps and the process time of the machining operations are substantially simplified.

In a control system, a node information notification portion identifies a selectable node including a machine constituent element as an interference article, and notifies an interference checker of node information relating to the node identified, in which an interference article setting unit acquires the node information, and sets the interference article based on a shape, a selection node, and a position and/or posture on a node, in which a transformation information calculation portion acquires information relating to the interference article, and derives a calculation formula for a position and/or posture of the selection node, in which an interference article position and posture calculation portion calculates the position and/or posture of the selection node, and calculates the position and/or posture of the interference article in a machine tool, and in which the interference checker checks whether there is an interference based on the position and/or posture of the interference article.

An information presentation method is an information presentation method of an identifier managed by a welding system. The information presentation method includes: selecting, from information on identifiers assigned to a plurality of original workpieces, information on an identifier of a welded workpiece to be produced by a welding process using the plurality of original workpieces; and after the selecting, outputting an alert in a case in which, among identification signs on which information on identifiers arranged in the plurality of original workpieces are readable, an identification sign corresponding to an identifier that has not been selected is read by a reading device, and presenting the information on the identifier that has been selected in a case in which an identification sign corresponding to the identifier that has been selected is read by the reading device.

An identifier output method is executed by a welding system. The identifier output method includes: acquiring information on identifiers of a plurality of original workpieces to which identification signs are assigned, respectively, the identification signs being assigned such that information on the identifiers are readable; selecting, from the identifiers of the plurality of original workpieces according to a predetermined rule, an identifier to be set for a welded workpiece to be produced by a welding process using the plurality of original workpieces; and after the selecting, in a case in which any identification sign among the identification signs assigned to the plurality of original workpieces is read by the reading device, outputting, as an identifier of the welded workpiece, the information on the identifier that has been selected to the reading device.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium that receives a set of requirements that are associated with a workpiece to be completed. A specification can be generated that specifies a set of components that are required to complete the workpiece. A particular subset of the component sources can be selected to source the set of components that are required to complete the workpiece using one or more machine learning-trained models. The set of sourced components can be obtained from component sources. A particular validation source can be selected to validate at least a portion of the sourced components of the set. At least a portion of the sourced components of the set can be validated. The completed workpiece can be generated using the set of sourced components including the validated portion of the sourced components and provided for output.