Course Description

Course CodeCourse NameCreditsHours
3734004 Time Series Analysis and Process Adjustment 3.0 3
Description The purpose of this course is to provide students a modern treatment of discrete-time advanced process control (APC) methods based on time series analysis, statistical process control (SPC) and engineering process control (EPC) for Quality Engineering in manufacturing. The topics that will be addressed in this course include: (1) Process Monitoring; (2) Process Adjustment; (3) Discrete-Time Dynamical Processes; (4) ARIMA Time Series Models; (5) Transfer Function Modeling; (6) Optimal Feedback Controllers; (7) EWMA Control; (8) Recursive Estimation and Adaptive Control.