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

這門課提供給對智慧型工業系統有興趣的同學,智慧型工業系統包括:資訊通訊系統、資料庫系統、AIoT、多執行緒應用與雲端運算等相關技術。智慧型工業系統的應用也非常廣泛,例如建造一個客製化的製造系統或是智慧型自動與控制系統。本課程的主要目的是學習設計與使用智慧型工業系統的基本觀念。另外,我們也會讓同學親自動手完成一個小系統。透過親自實作,同學將會對智慧型工業系統有更深入且具體的了解。
Data-driven intelligent industrial systems--This course is provided for students who are interested in intelligent industrial systems, which includes technologies like information communication system, database system, AIoT, multithreaded application, and cloud computing. Currently, intelligent industrial system has been widely used, ranging from building a customized manufacturing system to smart automation and control system. The main purpose of this course is to help students acquire the basic concepts of designing and applying intelligent industrial systems by completing a system on their own. Through hands-on practice, students will have a deeper and more specific understanding of intelligent industrial systems.

課程學習目標 Course Objectives

  • 學習及了解智慧型工業系統
  • 學習及了解深度學習及資料庫的應用
  • 實作機器學習應用的系統
  • 實作資料庫應用的系統
  • 課程進度 Progress Description

    進度說明 Progress Description
    1Introduction
    2Edge-device architecture: In-memory database
    3Edge-device architecture: Multi-thread/ Multi-process
    4Edge-device architecture: MQTT/ OPC UA
    5Cloud side: Relational data model (RDB)
    6Intelligent technologies: SVM
    7Intelligent technologies: Clustering
    8Intelligent technologies: Decision tree
    9Intelligent technologies: Convolutional Neural Network
    10Midterm exam I: Written examination
    11Applications: Medical information system
    12Applications: Stock simulation system
    13Midterm exam II: Paper presentation
    14Midterm exam II: Paper presentation
    15Applications: Livestock breeding system
    16Applications: Drone auxiliary detection system
    17Final exam III: Term project report
    18Final exam III: Term project report
     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:
    • 消除貧窮 (No poverty)
    • 健康與福祉 (Good health and Well Being)
    • 教育品質 (Quality Education)
    • 可負擔能源 (Affordable and clean energy)
    • 就業與經濟成長 (Decent work and Economic growth)
    • 工業、創新與基礎建設 (Industry Innovation and infrastructure)
    • 減少不平衡 (Reduced Inequalities)
    • 永續城市與社區 (sustainable cities and communities)
    • 和平與正義制度 (Peace justice and strong institutions)
    • 全球夥伴 (partnerships for goals)

    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