| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 3734004 | 時間序列分析與製程控制 | Time Series Analysis and Process Adjustment | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程主要目的在於教導學生如何利用時間序列分析、品質製程管制、工程製程控制等方法來達成先進製程控制的目的。課程講述之內容包含下列課題:製程監控、製程調整、離散動態製程、時間序列模型、轉換方程模型、最佳回饋控制器、指數加權移動平均控制、遞迴式估計與自適應控制等。 | |||
| 英文概述 English 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. | |||
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