Predictive Maintenance & Outlier Detection
Client Overview
A semiconductor manufacturer providing value added services to wafer fabrication equipment supply & service
Business Challenges
- Client’s application gathers critical data points in the process chain in continuous, time series fashion
- Data needed to be processed to derive business insights for real time monitoring and reporting defects in the process
- Implement a Data analytics solution to realize the following objectives and visualize them for business use
- Measure efficiency of the wafer productions
- Monitor production line of wafers
- Identify outliers process modules
- Prediction of defects in process modules
- Predictive maintenance