Abstract: A system for generating training datasets is provided. The system uses base images to generate a large number of images that include non-defective and defective characteristics. The generated images are then used to train a model that may be used to predict defects in real world images of a manufacturing process.

Abstract: A system for generating training datasets is provided. The system uses base images to generate a large number of images that include non-defective and defective characteristics. The generated images are then used to train a model that may be used to predict defects in real world images of a manufacturing process.

Abstract: A machine tool for machining workpieces, wherein the machine tool has a first spindle assembly and at least one second spindle assembly each having at least two working spindles which are arranged in a common spindle housing and on which in each case a machining tool for workpiece machining is arrangeable, wherein the machine tool has a workpiece holding device for holding workpieces for the purpose of workpiece machining by way of the machining tools, wherein the machine tool has a guide arrangement for the relative positioning of the workpiece holding device holding the workpieces and the first and the at least one second spindle assembly for workpiece machining.

Abstract: A machine tool for machining workpieces, wherein the machine tool has at least one first spindle assembly with at least one working spindle on which a machining tool for workpiece machining is arrangeable, wherein the machine tool has a workpiece holding device for holding workpieces for the purpose of workpiece machining by way of the machining tool, wherein the machine tool has a guide arrangement for the relative positioning of the workpiece holding device holding the workpieces and the first spindle assembly for workpiece machining, wherein the guide arrangement comprises a workpiece-holder guide for guiding the workpiece holding device so as to position a workpiece holder holding the workpieces relative to the first spindle assembly.

Abstract: A machine tool for machining workpieces, wherein the machine tool has a first spindle assembly and at least one second spindle assembly each having at least two working spindles which are arranged in a common spindle housing and on which in each case a machining tool for workpiece machining is arrangeable, wherein the machine tool has a workpiece holding device for holding workpieces for the purpose of workpiece machining by way of the machining tools, wherein the machine tool has a guide arrangement for the relative positioning of the workpiece holding device holding the workpieces and the first and the at least one second spindle assembly for workpiece machining.

Abstract: A machine tool for machining workpieces, wherein the machine tool has at least one first spindle assembly with at least one working spindle on which a machining tool for workpiece machining is arrangeable, wherein the machine tool has a workpiece holding device for holding workpieces for the purpose of workpiece machining by way of the machining tool, wherein the machine tool has a guide arrangement for the relative positioning of the workpiece holding device holding the workpieces and the first spindle assembly for workpiece machining, wherein the guide arrangement comprises a workpiece-holder guide for guiding the workpiece holding device so as to position a workpiece holder holding the workpieces relative to the first spindle assembly.

Abstract: The document proposes a method for communication between a plurality of local applications and a diagnostic application in a motor vehicle, where data are transmitted from the local applications to the diagnostic application using a transmission medium, and a corresponding communication module having the steps of event-oriented provision of the data by the local applications, acceptance of the data by a communication module when initiated by the event-oriented provision of the data, management and conditioning of the data by the communication module, and transfer of the conditioned data from the communication module to the central application, with the conditioning of all the data accepted from the local applications, within the communication module, comprising data formatting into a data format which is determined by the central application. The method and the communication module are particularly suitable for performing an onboard system diagnosis in motor vehicles.

Abstract: A fault diagnostic apparatus for the recognition of defective components of a technical system with fault-relevant process variables contains a diagnostic module which has a checklist and a table of predetermined conditions (in memory). The conditions are determined by a component fault simulation in a generated model of the operation of the system. The checklist provides a primary process variable and secondary process variables affected thereby, and the table of conditions gives for each combination of fault-relevant process variables, the corresponding components suspected of being faulty. During the operation of the system, the diagnostic module detects the condition values of the primary process variables and, upon the occurrence of a fault condition therein, activates a diagnostic process in which it compares the actual condition combination with the one stored in the table of conditions.