基本素養 Basic Literacy
The aim is to emphasize dignity and values of humanity, and cultivate self-confidence.
The aim is to learn rules of law education and develop working manner and ethics with honor and tolerance.
The aim is to learn to adore life and to show care for the vulnerable.
The aim is to acquire knowledge and develop capabilities in learning foreign languages and aggressively joining international academic activities.
The aim is to acquire knowledge and capabilities in intelligent manufacturing information and systems.
The aim is to acquire knowledge and developing capabilities in e-Manufacturing infrastructure.
The aim is to apply Information and System technology into industry for improving the efficiency and performance of manufacturing technology.
The aim is to acquire knowledge and develop capabilities of independently thinking, analyzing, and solving problems in manufacturing information and systems.
The aim is to acquire knowledge to analize research results.
The aim is to acquire knowledge of efficient communications for crossing research area through professional language expression.
The aim is to acquire knowledge of reading and writing professional papers.
The aim is to acquire knowledge of leadership for team working and innovative design.
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
課程進度 Progress Description
|進度說明 Progress Description|
|2||Edge-device architecture: In-memory database|
|3||Edge-device architecture: Multi-thread/ Multi-process|
|4||Edge-device architecture: MQTT/ OPC UA|
|5||Cloud side: Relational data model (RDB)|
|6||Intelligent technologies: SVM|
|7||Intelligent technologies: Clustering|
|8||Intelligent technologies: Decision tree|
|9||Intelligent technologies: Convolutional Neural Network|
|10||Midterm exam I: Written examination|
|11||Applications: Medical information system|
|12||Applications: Stock simulation system|
|13||Midterm exam II: Paper presentation|
|14||Midterm exam II: Paper presentation|
|15||Applications: Livestock breeding system|
|16||Applications: Drone auxiliary detection system|
|17||Final exam III: Term project report|
|18||Final 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.
Survey of the conntent relevant to SDGs
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 Courses1.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
Are there any internships involved in the course? How many hours? No
Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics? No
Is this course recognized as a Community engagement and Service learning course? Which community will be engaged? No