COURSE

SMMG5800

Industrial Automation and Analytics

Systems Hub / Smart Manufacturing · 3 Credits

Industrial automation and analytics embrace a wide range of subject matters and draws from several quite distinct disciplines. This course introduces basic concepts and applications that are useful for understanding the insight of industrial automation and analytics, such as the impact on advanced manufacturing. The main focuses include basic programming for robotics, applications of programmable logic control, sensor technology and its application in complex systems, and advanced analytics for manufacturing. The data analytics will cover some basic machine learning modeling, such as predictive modeling, forecasting, neural network, segmentation, and anomaly detection, as well as their applications in process monitoring and control for advanced manufacturing processes (additive manufacturing).