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

本課程將使學生透過了解基本機械加工原理及加工實務,對於智能加工系統有基礎的認知,進而透過工業4.0之物聯網技術,由基礎之感測器、開發板程式編寫,深入至工業物聯網通訊協定及系統整合之應用,透過實作解決面臨之工業4.0問題。
This course will provide students to learn the basic principle of machining and processing practices, and have basic knowledge of intelligent machining. Through the IoT 4.0 technique, the basic sensor and programming on the development board can be used to penetrate into the IIoT communication. The application of the agreement and system integration solve the problem of industry 4.0 through implementation.

課程學習目標 Course Objectives

  • 了解智慧加工系統原理與實作
  • 人工智慧模型搭建技術與實現
  • 了解智慧自動化感測技術
  • 課程進度 Progress Description

    進度說明 Progress Description
    1智慧加工系統現況概述(I)
    2智慧加工系統現況概述(II)
    3python DFT、FFT 程式設計與實作
    4python 卷積理論與濾波器程式設計與實作
    5AI dataset之設計與實作
    6樹莓派程式設計
    7樹莓派應用實作
    8Pandas程式設計與實作
    9Numpy 程式設計與實作
    10Keras 程式設計實作
    11Tensorflow 程式設計實作
    12期中報告
    13CNN、SVM、決策樹程式設計與實作
    14RNN、LSTM、GRU程式設計與實作
    15智慧人機協作研究
    16智慧加工系統研究
    17期末專題成果展示(I)
    18期末專題成果展示(II)
     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:
    • 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)

    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?
    Is there any industry specialist invited in this course? How many times?
    2.本課程是否規劃含校外實習(並非參訪)?
    Are there any internships involved in the course? How many hours?
    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?
    Is this course recognized as a Community engagement and Service learning course? Which community will be engaged?

    教師上傳大綱內容
    本資訊僅提供本校師生參考。有著作權,非本校人員若欲使用本資訊,請洽本校取得授權。
    © (2008-2022) National Cheng Kung University ALL RIGHTS RESERVED.

    智能加工系統.docx.pdf