NEED
Visualize production and qualitative data and the alarms on all the machining centers in the production line in real-time and in a centralized way. Generate alerts and alarms and support decision making processes through dynamic gathering and clusterization of the different semi-finished and finished products.
OPERATING CONTEXT
Production line that manufactures heated blankets from the heating element’s first production phases, to testing of the final product.
SOLUTION PROVIDED BY AIKNOW
Design and development of a tailor-made MES (Manufacturing Execution System),
based on the needs of the client and the peculiarities of the production line.
Specifically, the implemented characteristics included:
- Gathering production, quantitative and alarm data from all the different machining centers
- Aggregation and presentation of the data on a single dashboard
- Ability to calculate derived metrics at runtime using high-performance calculation engines
- Application of ML techniques to obtain predictions on production volumes and possible failures
