Neural Network Supported Augmented Reality for Technician Support

A method, comprising:

• determining, by a monitoring system, an engineering process to be performed on a workpiece, wherein the engineering process has one or more engineering process elements associated with one of an assembly process or a maintenance process for the workpiece, wherein the monitoring system comprises at least one artificial intelligence (AI) model;
• receiving sensor data from one or more sensors associated with the workpiece, the sensor data reflecting at least a physical state of the workpiece;
• providing the sensor data to the at least one AI model;
• causing the at least one AI model to process the sensor data to generate at least one classification result, wherein the at least one classification result indicates whether the sensor data indicates whether each engineering process element of the one or more engineering process elements was correctly performed;
• validating execution of the engineering process in response to each engineering process element of the one or more engineering process elements being correctly performed;
• and
• providing a visual notification to a user that the execution of the engineering process has been validated.

A system, comprising:

• at least one processing circuit, configured to implement at least one artificial intelligence (AI) model, and further configured for:
• receiving sensor data from one or more sensors associated with a workpiece, the sensor data reflecting at least a physical state of the workpiece;
• providing the sensor data to the at least one AI model;
• causing the at least one AI model to generate, according to the sensor data, classification results for a plurality of engineering process elements for an engineering process that is associated with one of an assembly process or a maintenance process for the workpiece, wherein each classification result of the classification results is associated whether each engineering process element of the plurality of engineering process elements was correctly performed;
• validating execution of the engineering process in response to each engineering process element of the plurality of engineering process elements being correctly performed;
• providing a visual notification to a user that the execution of the engineering process has been validated in response to the execution of the engineering process being validated;
• and
• providing a visual notification to the user that the engineering process was incorrectly completed in response to the execution of the engineering process not being validated.