How AI is Revolutionizing Manufacturing (2024)

Discover how cutting-edge #ai technologies such as #predictive and #prescriptive models are revolutionizing manufacturing efficiency. Explore the use of #autoencoders to predict failures, enhance component reliability, and improve shop floor processes. Learn from practical examples, including optimizing bearing press #machines, oil filling, and differential assembly lines. Understand the role of prescriptive AI in fine-tuning machine settings and boosting first-time pass rates, highlighted through successful case studies like Atlantis Foundries. Gain actionable insights into implementing AI to drive tangible improvements in your manufacturing operations, while appreciating the importance of human involvement alongside these advanced #technologies.

00:00 Introduction
01:30 Introduction to Part Two: Practical AI Use Cases
01:50 Predictive Models: Forecasting and Autoencoders
02:41 Autoencoders Explained with Examples
05:40 Case Study: Bearing Press Machine
08:28 Setting Up Alarms and Notifications
09:37 Oil Filling Process Error and Autoencoder Solution
10:42 Measuring Process Anomaly Detection
12:03 Vibration Data Monitoring for Productivity
14:14 Introduction to Prescriptive AI
16:05 Prescriptive AI in Differential Assembly Line
18:48 Challenges and Successes of Prescriptive AI
19:15 Case Study: Atlantis Foundries
20:24 Conclusion and Next Steps