Chia-Yen Lee  李家岩

  Ph.D., Industrial and Systems Engineering, Texas A&M University, U.S.A.
  美國德州農工大學,工業與系統工程博士

  Director 所長
  Associate Professor 副教授
  Institute of Manufacturing Information and Systems 製造資訊與系統研究所
  Dept. of Computer Science and Information Engineering
資訊工程學系
  National Cheng Kung University, Taiwan 國立成功大學,台灣



  Office: IDC Instrument Building 95602
  Phone: +886-6-2757575 #34223,    Fax: +886-6-2085334
  Address: No.1, University Road, Institute of Manufacturing Information and
                  Systems, National Cheng Kung University, Tainan City 701, Taiwan.
                  (台南市東區大學路1號成大自強校區照坤精密儀器大樓六樓95602室)
  Email: Send an email to Chia-Yen



智慧製造與生產線上的資料科學(Data Science in Manufacturing)


"Positive to everything in actions; grateful to everyone in minds." - motto

"樂觀進取,凡事感恩"  - 座右銘

About

        Dr. Chia-Yen Lee is currently the Director and Associate Professor in the Institute of Manufacturing Information and Systems (IMIS, 製造資訊與系統研究所), the Department of Computer Science and Information Engineering (CSIE, 資訊工程系), and the Engineering Management Graduate Program (EMGP, 工學院工程管理碩士在職專班) at National Cheng Kung University. He received the BS in Mathematical Sciences and BBA in Management Information Systems in National Chengchi University, Taiwan, 2002, the MS in Industrial Engineering and Engineering Management at National Tsing Hua University, Taiwan, 2006, and Ph.D. degree in Industrial and Systems Engineering at Texas A&M University, USA, 2012. He had served as an industrial engineer in Taiwan Semiconductor Manufacturing Company (tsmc, 台積電) until 2008. He is a member of Institute for Operations Research and the Management Sciences (INFORMS), Institute of Industrial Engineers (IIE), Production and Operations Management Society (POMS), Institute of Electrical and Electronics Engineers (IEEE), and Chinese Institute of Industrial Engineers (CIIE).

  • Research Interests
    • Operations Research/ Management Science (作業研究/ 管理科學)
    • Data Science in Manufacturing (製造數據科學) / Data Mining (資料探勘)
    • Productivity and Efficiency Analysis (生產力與效率分析)/ Production Economics (生產經濟學)
      • Stochastic Semi-Nonparametric Envelopment of Data (StoNED)
      • Data Envelopment Analysis (數據包絡分析)
    • Stochastic Optimization (隨機最佳化)/ Stochastic Programming (隨機規劃)
    • Multi-Objective Decision Analysis (多目標決策分析)
  • Applications
    • Semiconductor Manufacturing, Assembly and Testing, TFT-LCD (半導體製造、封裝與測試、液晶顯示器)
    • Petrochemical, Machine Tool, Fastener, Mobile Parts, Publisher, Plant Factory  (化學工業、工具機、五金扣件、汽車零組件、教育出版、植物工廠)
      • Demand Forecast and Robust Capacity Planning (需求預測與穩健產能規劃)
      • Stochastic Scheduling Optimization (隨機排程最佳化)
      • Engineering Feature Selection and Yield Prediction (工程參數篩選與良率預測)
      • Predictive Maintenance and Remaining Useful Life Estimation (預測保養與零組件壽命預測)
    • Energy, Environment, and Sustainability (能源、環境與永續)
      • Energy Economics and Efficiency Analysis (能源經濟與效率分析)
      • Carbon Emissions and Marginal Abatement Costs (碳排放與邊際減排成本)
      • Allocation of Emission Permits (排放權配置)

Work Experience

2018-Now: Director 所長, Institute of Manufacturing Information and Systems, National Cheng Kung University (NCKU), Taiwan.

2016-Now: Associate Professor, Institute of Manufacturing Information and Systems, National Cheng Kung University (NCKU), Taiwan.

2016-Now: Associate Professor, Dept. of Computer Science and Information Engineering, National Cheng Kung University (NCKU), Taiwan.

2016-Now: Associate Professor, Engineering Management Graduate Program (EMGP), NCKU, Taiwan.

2018-Now: Deputy Secretary-General (副秘書長), Operations Research Society of Taiwan, ORSTW 台灣作業研究學會.

2016-Now: Co-PIIC STEP Consortium: Big Data Analytics, Resource Management Optimization, and Smart Production Technologies
                   共同主持人,科技部「IC產業同盟」產業技術聯盟暨深耕工業基礎技術專案計畫

2016-Now: Editorial Board, Flexible Services and Manufacturing Journal.

2012-2016: Assistant Professor, Institute of Manufacturing Information and Systems, National Cheng Kung University (NCKU), Taiwan.

2014-2015: Assistant Research Fellow, Research Center for Energy Technology and Strategy (RCETS), NCKU, Taiwan.

2009-2012: Instructor/ Research Assistant, Texas A&M University (TAMU), College Station, Texas, USA.

2006-2008: Industrial Engineering Engineer, Taiwan Semiconductor Manufacturing Company (tsmc), Hsinchu, Taiwan.

2004-2006: Research/ Teaching/ PC Lab Assistant, National Tsing Hua University, Hsinchu, Taiwan.

2002-2004: Information and Computer Officer/Lieutenant, Infantry Command Division, Army, Taiwan.


Honor & Awards

[31] Micron Teacher Award (美光教師獎), Micron Technology/ Micron Foundation (美光科技公司/美光基金會) (Oct. 2018)

[30] Excellent Teaching Award, 國立成功大學106學年度教學優良教師, National Cheng Kung University (Sept. 2018)

[29] Kwoh-Ting Li Research Award of Distinguished Young Scholars (李國鼎科技與人文講座研究獎), 李國鼎科技與人文講座, NCKU-Delta Electronics (成功大學-台達電子工業股份有限公司). (July. 2018) (News)

[28] Ta-You Wu Memorial Award of Distinguished Young Scholars (科技部106年吳大猷先生紀念獎, 杰青), Ministry of Science and Technology, Taiwan. (Dec. 2017).

[27] Young Scholar Innovative Research, Honorable Mention (臺灣綜合大學系統「年輕學者創新研發成果」佳作), Taiwan Comprehensive University System, TCUS. (Dec. 2017).

[26] Certificate of Outstanding Reviewer in the journal- European Journal of Operational Research, Elsevier. (Nov. 2017)

[25] Outstanding Young Scholar Grants (科技部優秀年輕學者研究計畫), Ministry of Science and Technology, Taiwan. (Aug. 2017)

[24] Best Practice Paper Award (First Prize), The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS) .(Dec. 2016)

[23] Outstanding Young Industrial Engineer Award (優秀青年工業工程師獎), Chinese Institute of Industrial Engineers (CIIE). (Dec. 2016).

[22] Certificate of Outstanding Reviewer in the journal- Applied Soft Computing, Elsevier. (Nov. 2016)

[21] Best Industry-University Research Award (科技部工程司產學成果優良獎), Ministry of Science and Technology. (Nov. 2016)

[20] Certificate of Outstanding Reviewer in the journal- Computers & Industrial Engineering, Elsevier. (Nov. 2015)

[19] High Quality Paper Grant (高品質論文獎助), National Cheng Kung University. (May 2015; Jun. 2013)

[18] Rising Star Research Grants (「明日之星」研究獎助), National Cheng Kung University. (Mar. 2015; Mar. 2014)

[17] Best Paper Award of Optimization Modelling, 2014 Chinese Institute of Industrial Engineers (CIIE) Conference. (Dec. 2014)

[16] Outstanding Young Scholar Grants (科技部優秀年輕學者研究計畫), Ministry of Science and Technology, Taiwan. (Aug. 2014)

[15] Best Paper Award of Low-Carbon Economy, 2013 Chinese Institute of Industrial Engineers (CIIE) Conference. (Dec. 2013)

[14] Summa Cum Laude of the national INFORMS Student Chapter Annual Award by Chapters/Fora Committee. (Nov. 2012)

[13] Appreciation Award from INFORMS Student Chapter at TAMU (Apr. 2012)

[12] Who's Who Among Students in American Universities and Colleges for 2011-2012 recognized by Texas A&M (April 2012)

        (2011-2012美國大學學生名人錄, 10 selected from graduate students in TAMU)

[11] Nominated for Distinguished Graduate Student Award for Excellence in Research by ISE Dept. of TAMU. (Mar. 2012)

[10] Certificate of Appreciation from INFORMS Student Chapter at TAMU (Dec. 2011)

[9] Certificate of Appreciation from Taiwan Student Association at TAMU (May 2010)

[8] Texas Engineering Experiment Station (TEES) Fellowship (2009-2012)

[7] Magna Cum Laude (third place) Innovation Award from Corporate Planning Organization at Taiwan Semiconductor Manufacturing Company (tsmc) (Jan. 2008)

[6] 2007 Top 10% Outstanding Annual Performance at Taiwan Semiconductor Manufacturing Company (tsmc) (Jan. 2008)

[5] Honorary Award given by Army Reserved Forces of Taiwan (Oct. 2007)

[4] Master Thesis Award of 2006 Chinese Institute of Industrial Engineers (CIIE) (中國工業工程學會論文獎) (Dec. 2006)

[3] Master Thesis Award (second place) of Operations Research Society of Taiwan (台灣作業研究學會論文獎) (Nov. 2006)

[2] DHL Worldwide Express Master Thesis Award in Supply Chain Management (供應鏈管理論文獎) (Oct. 2006)

[1] Magna Cum Laude (third place) of Mathematical Sciences Department at National Chengchi University (June 2002)


Student's Honor & Awards
[23] Chen, Wei-Chin (陳偉欽)- 2018 Fuboon Life Management Master Thesis Award
        2018富邦人壽管理碩士論文獎EMBA組 佳作 (Aug. 2018)

[22]  Tseng, Chin-Yi Tseng (曾蓁宜)- Master Thesis Award at Operations Research Session in Chinese Institute of Industrial Engineers (CIIE)
      (July 2017)

[21] Chou, Bai-Jian (周百建)- Master Thesis Award at Information System Session in Chinese Institute of Industrial Engineers (CIIE)
      (July 2017)

[20] Jang, Bo-Kai (張博凱)- Master Thesis Award Honorable Mention at Production System Session in Chinese Institute of Industrial Engineers (CIIE) (July 2017)

[19] Hung, Shao-Yen (洪紹嚴)- Master Thesis Award at Production System Session in Chinese Institute of Industrial Engineers (CIIE)
      (July 2017)

[18] 張博凱(Bo-Kai John Jang)、曾蓁宜(Chin-Yi Tseng)、周百建(Bai-Jian Allan Chou)、黃亭勳(Ting-Syun Tommy Huang) (2018)
        Magna Cum Laude (third prize), 2017 Big Data Analytics Competition for Creative Insurance (國泰大數據保險創意挑戰賽).

[17] 洪佑鑫(Yu-Shin Jeff  Hung)、吳昭賢 (Chao-Shian James Wu)、吳承璊 (Cheng-Man Wu)、鄭宇翔(Yu-Siang Jacky Cheng) (2018)
        Honorable Mention, 2017 Big Data Analytics Competition for Creative Insurance (國泰大數據保險創意挑戰賽).

[16] Chou, Yi-Ren (周奕任)- Honorable Mention, Master Thesis Award at 2017 Service Science Society of Taiwan (Oct. 2017)

[15] Cai, Jia-Ying (蔡佳盈)- Best Student Paper Award, the 27th International Conference on Flexible Automation and Intelligent
       Manufacturing (FAIM2017) (June 2017)

[14] Dong, Zao-Hung (董昭宏)- Master Thesis Award Honorable Mention of Chinese Institute of Industrial Engineers (CIIE)
       (June 2017)

[13] Zeng, Jun-Hua (曾俊樺)- Master Thesis Award at Biomedical Sciences of Ke-Lin Technology 科林科技論文獎, NCKU (Feb. 2017)

[12] 蔡宗倫(Tsung-Lun Lun Tsai)、董昭宏(Zao-Hung Henry Dong)、蔡佳盈(Jia-Ying Helen Cai)、洪紹嚴(Shao-Yen Hung) (2016)
        Magna Cum Laude (second prize), 2016 Big Data Analytics Competition for Semiconductor Manufacturing.

[11] 張博凱(Bo-Kai John Jang)、周百建(Bai-Jian Allan Chou)、曾蓁宜(Chin-Yi Tseng)、黃亭勳(Ting-Syun Tommy Huang)、
        洪佑鑫(Yu-Shin Jeff  Hung) (2016), Honorable Mention, 2016 Big Data Analytics Competition for Semiconductor Manufacturing.

[10] Cai, Jia-Ying (蔡佳盈)- Best Student Paper Award, The 17th Asia Pacific Industrial Engineering and Management Systems Conference
      (APIEMS) .(Dec. 2016
)

[9] Liang, Chia-Lung (梁家隆)- Master Thesis Award at Empirical Study Session in Chinese Institute of Industrial Engineers (CIIE)
      (June 2016)

[8] Lin, Yung-Lun (林永倫)- Master Thesis Award at Production System Session in Chinese Institute of Industrial Engineers (CIIE)
      (June 2016)

[7] Wu, Min-You (吳民友)- Master Thesis Award at Operations Research Session in Chinese Institute of Industrial Engineers (CIIE)
      (June 2016)

[6] Zeng, Jun-Hua (曾俊樺), Shao-Yen Hung (洪紹嚴), Zhao-Hong Dong (董昭宏), Ji-Hong Lee, Chin-Yi Tseng- Honorable Mention,
      2015 Big Data Analytics for  Semiconductor Manufacturing (Jan. 2016)

[5] Sun, Wei-Chun (孫維君)- Best Paper Award of Supply Chain Management, Chinese Institute of Industrial Engineers (CIIE) Conference
      (Dec. 2015)

[4] Chen, Bo-Syun (陳柏勳)- Best Paper for Modeling & Decisions by International Symposium on Semiconductor Manufacturing Intelligence
      (Aug. 2014)

[3] Lin, Shu-Hung (林書弘)- Master Thesis Award of Supply Chain Management by Chinese Management Association (Oct. 2013)

[2] Liu, Wei-Yi (劉韋億)- Master Thesis Award Honorable Mention of Chinese Institute of Industrial Engineers (CIIE) (June 2013)

[1] Lin, Shu-Hung (林書弘)- Master Thesis Award of Chinese Institute of Industrial Engineers (CIIE) (June 2013)