基本素養 Basic Literacy

注重人性的尊嚴、價值與培養自信心
The aim is to emphasize dignity and values of humanity, and cultivate self-confidence.
具備法治觀念與培養尊重及包容的工作態度與倫理
The aim is to learn rules of law education and develop working manner and ethics with honor and tolerance.
熱愛生命,關懷弱勢
The aim is to learn to adore life and to show care for the vulnerable.
培養外語能力並積極參與國際學術活動
The aim is to acquire knowledge and develop capabilities in learning foreign languages and aggressively joining international academic activities.

核心能力 Competence

具備智慧製造資訊與系統領域相關知識之能力。
The aim is to acquire knowledge and capabilities in intelligent manufacturing information and systems.
具備E化製造領域相關知識之能力
The aim is to acquire knowledge and developing capabilities in e-Manufacturing infrastructure.
資訊技術導入工業自動化相關領與能力
The aim is to apply Information and System technology into industry for improving the efficiency and performance of manufacturing technology.
具備獨立思考、分析判斷與解決製造資訊與系統領域問題之能力
The aim is to acquire knowledge and develop capabilities of independently thinking, analyzing, and solving problems in manufacturing information and systems.
具備研究結果分析與判斷之能力
The aim is to acquire knowledge to analize research results.
具備跨領域有效溝通表達的專業語文能力
The aim is to acquire knowledge of efficient communications for crossing research area through professional language expression.
具備研讀及撰寫專業論文之能力
The aim is to acquire knowledge of reading and writing professional papers.
具備組織與領導團隊及從事創新設計之能力
The aim is to acquire knowledge of leadership for team working and innovative design.
具備凝聚團隊精神、創新製造資訊與系統領域實務所需之技術及系統整合溝通之能力
The aim is to acquire knowledge and develop capabilities of solidifying team-working spirit, and acquire knowledge of practical techniques and communication for system integration in the innovative manufacturing information and systems.

課程概述 Course Description

此門課之課程目標為:探索高等自動化理論並將其付諸實作。
Exploring theories and performing practices of advanced automation.

課程學習目標 Course Objectives

  • Semiconductor Manufacturing Automation & Automatic Virtual Metrology
  • Generic Prediction System & Predictive Maintenance
  • Condition-based Maintenance & Virtual Production Control System
  • 課程進度 Progress Description

    進度說明 Progress Description
    1全自動虛擬量測 (AVM)
    2Baseline 預測保養 (BPM)
    3主成份分析 (PCA)
    4VM推估演算法: PLS & NIPALS
    5信心指標 (RI) & 相似度指標 (GSI)
    6製程資料品質指標 (DQIX) & NN-Based SS
    7口頭報告
    8口頭報告
    9智慧型取樣決策機制 (ISD)
    10Dynamic-Moving-Window (DMW)
    11Automatic Baseline-Sample-Selection (ABSS)
    12Temporal / Indicator Data & DCQV & 動態抽測頻率取樣決策 (ASD)
    13VMC實機操作教學
    14Physical Model & ePK理論簡介
    15ePK實機操作教學
    16AVM之STDB & AVM之Central DB
    17Presentations
    18Presentations
     以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.

    課程是否與永續發展目標相關調查
    Survey of the conntent relevant to SDGs

    本課程與SDGs相關項目如下:
    This course is relevant to these items of SDGs as following:
    • 工業、創新與基礎建設 (Industry Innovation and infrastructure)

    有關課程其他調查 Other Surveys of Courses

    1.本課程是否規劃業界教師參與教學或演講? 否
    Is there any industry specialist invited in this course? How many times? No
    2.本課程是否規劃含校外實習(並非參訪)? 否
    Are there any internships involved in the course? How many hours? No
    3.本課程是否可歸認為學術倫理課程? 否
    Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics? No
    4.本課程是否屬進入社區實踐課程? 否
    Is this course recognized as a Community engagement and Service learning course? Which community will be engaged? No