Curriculum Vita
Shu-Kai S. Fan
Professor
of Industrial Engineering & Management
No.
1, Sec. 3, Chung-Hsiao E. Road ,
Taipei City , Taiwan
Ph:
+886—2771-2171 ext. 2382, 2301
Fax:
+886-2-2731-7168
Field of Interest and Specialty:
- Engineering Statistics
& Quality Engineering, including: Statistical
and Time Series Process Control, Response Surface Analysis and Process
Optimization, Response Surface Design, Profile Monitoring.
- Applied Mathematical
Programming, including Nonlinear Programming (NLP),
Quadratic Programming and Trust Region (TR) Model.
- Applied Operations
Research & Evolutionary Computation, including
Particle Swarm Optimization (PSO) & Differential Evolution (DE).
- Manufacturing Systems Engineering, Fault Detection and Classification (FDC), Mixed-Product Run-to-Run
(R2R) Control, Virtual Metrology (VM), Eco-Design and Circular Economy.
- Big Data Analytics &
Intelligent Computing, Big Data Approaches, Machine
Learning/Deep Learning Industrial Applications.
Education:
- Ph.D., Industrial Engineering (Applied Statistics & Optimization Concentration), The
- M.S., Industrial Engineering,
- B.S., Industrial Engineering,
Academic & RESEARCH Experience:
- August 2021/08~2022/09, Dean, International Affairs Office, National Taipei University of Technology, Taipei City, Taiwan.
- August 2011~Present, Professor, Department of Industrial Engineering and Management, National Taipei University of Technology, Taipei City, Taiwan.
- August 2016~July 2020, Professor and Chairman, Department of Industrial Engineering and Management, National Taipei University of Technology, Taipei City, Taiwan.
Academic activities, including courses
developed and taught:
-
Big Data Analytics (EMBA)
-
Global Quality Management
(EMBA)
- August 2012~July 2015, Director of EMBA program and Associate Dean, College of Management, National Taipei University of Technology, Taipei City, Taiwan.
- August 2008~July 2011, Dean of Library & Information Services, Yuan Ze University.
- August 2004~July 2011, Professor, Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan County, Taiwan.
- August 2000~July 2004, Associate
Professor, Department of Industrial Engineering and Management, Yuan Ze
University,
- January 1997~July 2000, Associate Professor, Department of Industrial Engineering and Management, Mingchi University of Technology, Taipei County, Taiwan.
PERIODICALS PUBLICATION:
- 范書愷，（2004）， “半導體製程批次控制之進階研究¾利用三階段指數平滑策略修正傳統批次控制法則”，工程科技通訊，七十五期，pp. 171-174。
- Fan, S. K.,
Tseng, H. Y. and Chen, M. C. (2001), “Assessing the minimum zone flatness,”
Chinese
PATENTS:
- 范書愷，劉飛龍: 管路內部異物處理裝置及其方法(Device and Method for Removing Foreign Substance in Pipeline)，發明專利【實體審查中，申請案號: 108115841，2019/5/8】。
- 范書愷，劉飛龍: 管路內異物排除裝置，新型發明專利【新型第M586644號】。
- 范書愷，劉飛龍: 水管阻漏裝置，新型發明專利【新型第M586767號】。
PAST NON-NSC GRANT:
- 高雄華新科技股份有限公司產學計畫主持人: 「應用機器學習與深度學習對電容製程進行錯誤偵測與真因分析」，執行期間: 2020/01/01~2022/12/31，【金額: 3,477,600】。
- 新竹京元電子股份有限公司產學計畫主持人:「產品配件組合最佳化之研究」，執行期間: 2019/11/06~2020/04/30，【金額: 600,000】。
- 友達光電股份有限公司產學計畫主持人:「應用機器學習與虛擬量測技術以預測光組厚度之研究」，執行期間: 2019/10/01~2020/09/30，【金額: 1,000,000】。
- 友達光電股份有限公司產學計畫共同主持人:「深度學習模型於設備故障預測與健康管理之研究」，執行期間: 2019/10/01~2020/09/30，【金額: 1,000,000】。
- 新竹科學園區聯華電子股份有限公司產學計畫主持人:「聯華電子股份有限公司FDC Raw Trace Data 應用技術之研究開發」，執行期間: 2017/8/15~2018/8/15，【金額: 1,030,000】。
- 新竹科學園鉅晶電子股份有限公司產學計畫主持人: 黃光部先進製程製造系統優化，執行期間：2016/8/1~2017/7/31，【金額：1,000,000元】。
- 新竹科學園區旺宏電子股份有限公司進行技術移轉：旺宏Code Optimization技術之研究開發暨技術移轉服務，民國102年8月1日至103年7月31日。 【金額：1,000,000元】
- 新竹科學園區旺宏電子股份有限公司進行技術移轉：旺宏FD/FC應用技術之研究開發暨技術移轉服務，民國101年
- 經濟部工業局93年度專案計畫共同主持人—頎晶網路化智慧型感測器在分散式遠端試驗型DES監控系統之應用，
- 經濟部工業局92年度專案計畫共同主持人—先豐PCB製程結合機器視覺檢測與多變量即時輔助控制系統之研究發展，
- 經濟部工業局91年度專案計畫共同主持人—先豐-DES製程即時遠端監視與輔助控制系統之研究發展，