Unikie creates AI-based solutions that provide information on the end product quality to the machine operators through a realtime dashboard.
Realtime Quality Dashboard provides an overall view of the quality measures in production line. The solution is based on combining machine vision sensor data with production data, and analyzing them using diverse visualization approaches, as well as applying machine learning methods for anomaly detection, prediction and forecasting.
In addition to overall view of the quality measures, solution shows the trend and forecast of quality, as well as key product parameters affecting quality.
How does the dashboard work?
The key components of the solution are:
- Dashboard on a Business Analytics tool, visualizing the production quality holistically from diverse perspectives
- Realtime integration to and management of quality measurement data on the shop floor
- Machine learning models for anomaly detection, timeseries forecasting, and parameter importance identification
The Realtime Quality Dashboard enables a comprehensive realtime view on the manufacturing process and end-product quality. Here are a few advantages for our clients:
- Monitoring of the holistic process performance in realtime
- Discovering production bottlenecks and anomalies
- Identifying trends and forecasting production quality
- Increasing manufacturing yield and reducing costs
Northern America and Middle East