課程大綱

課程資訊
學年期 Semester	1142	課程代碼 Course Code	IM5807701
課程名稱 Course Title	半導體智慧製造技術與應用 Intelligent Manufacturing Technology and Applications in Semiconductor Manufacturing
學分數 Credits	3	選必修 Required/Elective	選修 /半學年
上課時間教室 Time/Location	F6(E2-102) F7(E2-102) F8(E2-102)
先修課程 Prerequisite(s)
授課教師 Lecturer	鄧志峰 Jr-Fong Dang
專業核心能力 Core Professional Competencies	具備解決工業工程與管理問題之能力

以下課程內容資料由授課教師提供
課程相關網址 Course Website	http://
課程宗旨 Objective of The Course	隨著電腦科技與人工智慧技術的蓬勃發展，半導體製造技術面對製程微縮與複雜的製程，除了結合自動化生產技術外，整合應用雲端運算與機器學習技術所驅動的智慧製造系統與技術已成為導入智慧製造成功關鍵，從而有效降低成本、改善品質；以及機台妥善率。本課程將結合半導體業界講師的實戰經驗與本所教師學術專業，整合半導體製造科學的理論與實務，引領學生了解半導體先進製造過程中可能遭遇的難題與可能的解決方法。並透過產品、製程、與機台生產實際案例應用與說明，深化學生對於半導體產業的基本概念，進而培養應用工業工程專業知識解決實際製造場域問題的能力與經驗 With the rapid advancement of computer technology and artificial intelligence, semiconductor manufacturing technology faces the challenges of process miniaturization and increased complexity. In addition to automated production technologies, the integration of cloud computing and machine learning-driven smart manufacturing systems has become a key factor in successfully implementing smart manufacturing. These technologies effectively reduce costs, improve quality, and increase equipment utilization rates. This course combines practical experience from industry lecturers in the semiconductor field with the academic expertise of faculty members, integrating both theoretical and practical aspects of semiconductor manufacturing science. It aims to guide students in understanding the challenges encountered in advanced semiconductor manufacturing processes and possible solutions. Through practical applications and case studies related to products, processes, and equipment, students will deepen their fundamental understanding of the semiconductor industry, further developing the ability and experience to apply industrial engineering knowledge to solve real-world manufacturing challenges.
課程大綱 Outline of Lectures	第01週：半導體智慧製造第02週：智慧排程第03週：電腦整合製造第04週：統計製程管制第05週：先進自動化物料搬運系統第06週：錯誤偵測與分類第07週：半導體產業交流論壇第08週：先進製程控制第09週：機器視覺與檢測技術應用第10週：期中考試第11週：文獻探討：智慧排程第12週：文獻探討：先進自動化物料搬運系統第13週：文獻探討：錯誤偵測與分類第14週：文獻探討：機器視覺與檢測技術應用第15週：文獻探討：先進製程控制第16週：期末考試//Week 01: Introduction to Semiconductor Intelligent Manufacturing Week 02: Intelligent Scheduling Week 03: Computer-Integrated Manufacturing Week 04: Statistical Process Control Week 05: Automated Material Handling System Week 06: Fault Detection and Classification Week 07: Semiconductor Workshop for Intelligent Manufacturing Week 08: Advanced Process Control Week 09: Machine Vision and Smart Defect Classification Week 10: Midterm Exam Week 11: Literature Review and Presentation: Intelligent Scheduling Week 12: Literature Review and Presentation: Automated Material Handling System Week 13: Literature Review and Presentation: Fault Detection and Classification Week 14: Literature Review and Presentation: Advanced Process Control Week 15: Literature Review and Presentation: Machine Vision and Smart Defect Classification Week 16: Final Exam
教科書 Textbook
參考書目 References
修課學生須知 Notice of course enrollment
評量方式 Grading
備註說明 Note