PROBLEM
Decrease in performance due to wear in machine tools
A leading OEM of CNC machines was experiencing decreasing performance of its product due to wear in the machine tools used.
SOLUTION
Real-time, in-situ early warning system
NSW installed an AI and Machine Learning based solution which processes data using several different methods and algorithms, and classification using Deep Learning combined with regression analysis. This provides a reliable real-time, in-situ early warning system of the machine tools quality which falls out of the pre-set parameters band.
Benefits
Zero material scraps
- Substantial increase in production efficiency
- Significant reduction in time wastage
- Major cost of operation decrease
- Increased productivity & profitability
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