課 程 概 述
Course Description

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
3715001 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.

備註:

  1. 本資料係由本校各教學單位、教務處課務組、進修部教務組、進修學院教務組及計網中心所共同提供!
  2. 本資料僅供參考,正式資料仍以教務處、進修部、進修學院所公佈之書面資料為準。