Smart Manufacturing: Addressing Industry Challenges with Industry Analytics
In the electronics manufacturing world, production yield has improved dramatically over the years. It is usually into the high 90s and especially so in a high volume environment. The next phase of improvement will not come from hardware enhancement. The next big leap will come from the use of software and more importantly, the use of data. Collectively, they will provide engineers with new insights into the production challenges and allow for more creative solutions. Here are some use cases on how Data Analytics can help the industry to embark on the Smart Manufacturing journey.
• Probe Degradation Prediction
• Part Average Test (PAT) Anomalies
• AUTO Measurement System Analysis (MSA)
• Test Limit Change Detection
• Golden Units Prediction
• Low CPK