Predictive Metrology for Control Systems
- Developed an Open-Loop-System that aids operational personnel to control the glass coating process, improves the product quality, and reduces waste.
- The Open-Loop-System receives live data, computes the predicted end-of-line metrology values and corrective action suggestions for the process parameters in real-time, while panes are being coated.
- The predicted metrology values and parameter suggestions were made available in real-time on the shop floor in the form of a graphical user interface, with which the operational personnel interacts.
Technologies Used: On-premise Microsoft stack, Azure Cloud, Open Source Pricing Algorithms, Azure Data Factory, Azure Blobs, Azure SQL Data Warehouse, SQL DB, PowerBI