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題名：「工業3.5」之先進智慧製造系統架構：半導體智慧製造為例
書刊名：管理評論
作者：簡禎富／王宏鍇／傅文翰
作者(外文)：Chien, Chen-fu／Wang, Hung-kai／Fu, Wen-han
出版日期：2018
卷期：37:3
頁次：頁15-34+105-121
主題關鍵詞：工業3.5；先進智慧製造系統；大數據分析；數位決策；智慧工廠；Industry 3.5；Advanced intelligent manufacturing system；Big data analytics；Digital decision-making；Intelligent fab
原始連結：連回原系統網址new window
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  • 共同引用共同引用:83
  • 點閱點閱:16
本研究提出「工業3.5」作為工業3.0和工業4.0之間的混合策略，整合物聯網、大數據分析、資源調度與最佳化等技術，發展先進智慧製造系統架構，並以半導體製造實際問題為例，發展模組化的解決方案，以檢驗研究效度。事實上，工業4.0仍在演化中，本研究提出之工業3.5架構已有智慧製造的實踐案例，可以作為其他產業發展並實現先進智慧製造的藍圖和參考依據，先在既有基礎上，發展智慧製造所需的大數據分析和最佳化彈性決策能力，才能在未來工業4.0基礎更成熟時發揮更大效益。
This paper proposes that Industry 3.5 is a hybrid strategy that enables intelligent manufacturing with use of the big data analytics and digital decision-making processes of Industry 4.0 and the existing manufacturing system of Industry 3.0. The proposed strategic framework integrates leading technologies such as the Internet of Things, big data analytics, resource allocation, and optimization to develop an advanced intelligent manufacturing system framework. To determine the feasibility and validity of the proposed Industry 3.5 framework, this study reviewed a number of empirical studies concerning semiconductor manufacturing. The results indicated that the proposed Industry 3.5 is viable and can be used as an effective roadmap and reference to empower the migration of various industries to Industry 4.0 through adoption of advanced intelligent manufacturing, big data analytics, flexible decision-making, and optimization.
期刊論文
1.簡禎富、胡志翰(20111200)。全面資源管理架構：以晶圓廠為實證。品質學報，18(6)，581-607。new window  延伸查詢new window
2.Chien, Chen-Fu、Chuang, Shih-Chung(2014)。A framework for root cause detection of sub-batch processing system for semiconductor manufacturing big data analytics。IEEE Transactions on Semiconductor Manufacturing，27(4)，475-488。  new window
3.Xu, Xun(2012)。From cloud computing to cloud manufacturing。Robotics and Computer-Integrated Manufacturing，28(1)，75-86。  new window
4.Chien, Chen-Fu、Diaz, Alejandra Campero、Lan, Yu-Bin(2014)。A Data Mining Approach for Analyzing Semiconductor MES and FDC Data to Enhance Overall Usage Effectiveness (OUE)。International Journal of Computational Intelligence Systems，7(2)，52-65。  new window
5.簡禎富、林國義(20161000)。建構半導體晶圓廠整廠績效指標架構與全面資源管理。管理與系統，23(4)，451-474。new window  延伸查詢new window
6.簡禎富、李郁怡(2015)。物聯網帶來的危機與轉機。哈佛商業評論，106，150-153。  延伸查詢new window
7.簡禎富(2017)。如何先打造出『工業3.5』的能力。哈佛商業評論(全球繁體中文版)，128，46-54。  延伸查詢new window
8.Agrawal, Gaurav K.、Heragu, Sunderesh S.(2006)。A Survey of Automated Material Handling Systems in 300-mm Semiconductor Fabs。IEEE Transactions on Semiconductor Manufacturing，19(1)，112-120。  new window
9.Chien, Chen-Fu、Lin, Ting-Hao、Liu, Qiao-Wen、Peng, Cheng-Yung、Hsu, Shao-Chung、Huang, Chia-Chi(2002)。Developing a Data Mining Method for Wafer Binmap Clustering and an Empirical Study in a Semiconductor Manufacturing Fab。Journal of the Chinese Institute of Industrial Engineers，19(2)，23-38。  new window
10.Chien, Chen-Fu、Chang, Kuo-Hao、Chen, Chih-Ping(2003)。Design of a Sampling Strategy for Measuring and Compensating for Overlay Errors in Semiconductor Manufacturing。International Journal of Production Research，41(11)，2547-2561。  new window
11.Chien, Chen-Fu、Chen, Chien-Hung(2007)。A Novel Timetabling Algorithm for a Furnace Process for Semiconductor Fabrication with Constrained Waiting and Frequency-Based Setups。OR Spectrum，29(3)，391-419。  new window
12.Chien, Chen-Fu、Chen, Yun-Ju、Peng, Jin-Tang(2010)。Manufacturing Intelligence for Semiconductor Demand Forecast Based on Technology Diffusion and Product Life Cycle。International Journal of Production Economics，128(2)，496-509。  new window
13.Chien, Chen-Fu、Zheng, Jia-Nian(2012)。Mini-Max Regret Strategy for Robust Capacity Expansion Decisions in Semiconductor Manufacturing。Journal of Intelligent Manufacturing，23(6)，2151-2159。  new window
14.Chien, Chen-Fu、Hsu, Chia-Yu、Chang, Kuo-Hao(2013)。Overall Wafer Effectiveness (OWE): A Novel Industry Standard for Semiconductor Ecosystem as a Whole。Computers & Industrial Engineering，65(1)，117-127。  new window
15.Chien, Chen-Fu、Chen, Ying-Jen、Hsu, Chia-Yu、Wang, Hung-Kai(2014)。Overlay Error Compensation Using Advanced Process Control with Dynamically Adjusted Proportional-Integral R2R Controller。IEEE Transactions on Automation Science and Engineering，11(2)，473-484。  new window
16.Chien, Chen-Fu、Chu, Pei-Chun、Zhao, Lizhong(2015)。Overall Resource Effectiveness (ORE) Indices for Total Resource Management and Case Studies。International Journal of Industrial Engineering，22(5)，618-630。  new window
17.Chien, Chen-Fu、Chou, Che-Wei、Yu, Hui-Chun(2016)。A Novel Route Selection and Resource Allocation Approach to Improve the Efficiency of Manual Material Handling System in 200-mm Wafer Fabs for Industry 3.5。IEEE Transactions on Automation Science and Engineering，13(4)，1567-1580。  new window
18.Chien, Chen-Fu、Hu, Chih-Han、Hu, Yi-Fen(2016)。Overall Space Effectiveness (OSE) for Enhancing Fab Space Productivity。IEEE Transactions on Semiconductor Manufacturing，29(3)，239-247。  new window
19.Chien, Chen-Fu、Dou, Runliang、Fu, Wenhan(2018)。Strategic Capacity Planning for Smart Production: Decision Modeling under Demand Uncertainty。Applied Soft Computing，68(July)，900-909。  new window
20.Inman, Robert R.、Blumenfeld, Dennis E.、Huang, Ningjian、Li, Jingshan、Li, Jing(2013)。Survey of Recent Advances on the Interface between Production System Design and Quality。IIE Transactions，45(6)，557-574。  new window
21.Kang, Hyoung Seok、Lee, Ju Yeon、Choi, Sang Su、Kim, Hyun、Park, Jun Hee、Son, Ji Yeon、Kim, Bo Hyun、Noh, Sang Do(2016)。Smart Manufacturing: Past Research, Present findings, and Future Directions。International Journal of Precision Engineering and Manufacturing-Green Technology，3(1)，111-128。  new window
22.Mönch, Lars、Fowler, John W.、Dauzère-Pérès, Stéphane、Mason, Scott J.、Rose, Oliver(2011)。A Survey of Problems, Solution Techniques, and Future Challenges in Scheduling Semiconductor Manufacturing Operations。Journal of Scheduling，14(6)，583-599。  new window
23.Lee, Jay、Kao, Hung-An、Yang, Shanhu(2014)。Service Innovation and Smart Analytics for Industry 4,0 and Big Data Environment。Procedia CIRP，16(June)，3-8。  new window
24.Lee, Jay(2015)。Smart Factory Systems。Informatik-Spektrum，38(3)，230-235。  new window
25.Liu, Chiao-Wen、Chien, Chen-Fu(2013)。An Intelligent System for Wafer Bin Map Defect Diagnosis: An Empirical Study for Semiconductor Manufacturing。Engineering Applications of Artificial Intelligence，26(5)，1479-1486。  new window
26.Rao, R. Venkata、Patel, Bhisma K.、Parnichkun, Manukid(2011)。Industrial Robot Selection Using a Novel Decision Making Method Considering Objective and Subjective Preferences。Robotics and Autonomous Systems，59(6)，367-375。  new window
27.Moore, Gordon(1965)。Cramming More Components onto Integrated Circuits。Electronics，38(8)，114-117。  new window
28.Thoben, Klaus-Dieter、Wiesner, Stefan、Wuest, Thorsten(2017)。'Industrie 4.0' and Smart Manufacturing--A Review of Research Issues and Application Examples。International Journal of Automation Technology，11(1)，4-19。  new window
29.Wang, Hung-Kai、Chien, Chen-Fu、Gen, Mitsuo(2015)。An Algorithm of Multi-Subpopulation Parameters with Hybrid Estimation of Distribution for Semiconductor Scheduling with Constrained Waiting Time。IEEE Transactions on Semiconductor Manufacturing，28(3)，353-366。  new window
30.Wang, Shiyong、Wan, Jiafu、Li, Di、Zhang, Chunhua(2016)。Implementing Smart Factory of Industrie 4.0: An Outlook。International Journal of Distributed Sensor Networks，12(1)，1-10。  new window
31.Yang, Peng、Tang, Gongguo、Nehorai, Arye(2013)。A Game-Theoretic Approach for Optimal Time-of-Use Electricity Pricing。IEEE Transactions on Power Systems，28(2)，884-892。  new window
32.Yoon, Joo-Sung、Shin, Seung-Jun、Suh, Suk-Hwan(2012)。A Conceptual Framework for the Ubiquitous Factory。International Journal of Production Research，50(8)，2174-2189。  new window
33.Yugma, Claude、Blue, Jakey、Dauzère-Pérès, Stéphane、Obeid, Ali(2015)。Integration of Scheduling and Advanced Process Control in Semiconductor Manufacturing: Review and Outlook。Journal of Scheduling，18(2)，195-205。  new window
34.Yusup, Norfadzlan、Zain, Azlan Mohd、Hashim, Siti Zaiton Mohd(2012)。Evolutionary Techniques in Optimizing Machining Parameters: Review and Recent Applications (2007-2011)。Expert Systems with Applications，39(10)，9909-9927。  new window
35.簡禎富、林國義、許鉅秉、吳政鴻(20160300)。臺灣生產與作業管理之相關期刊文獻回顧與前瞻：從工業3.0到工業3.5。管理學報，33(1)，87-103。new window  延伸查詢new window
會議論文
1.Thangavel, Dinesh、Ma, Xiaoping、Valera, Alvin、Tan, Hwee-Xian、Tan, Colin Keng-Yan(2014)。Performance Evaluation of MQTT and CoAP via a Common Middleware。The 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing，(會議日期: April 21-24)。Singapore。  new window
2.Yabuki, Akinori、Nguyen, Hien、Yoshioka, Takashi、Ohishi, Kiyoshi、Miyazaki, Toshimasa、Yokokura, Yuki(2014)。Final State Control Based on High-Speed Positioning Control Considering Acceleration and Speed Limits for Industrial Robot。The 2014 10th France-Japan/8th Europe-Asia Congress on Mecatronics (MECATRONICS)，Tokyo Metropolitan University (會議日期: November 27-30)。  new window
研究報告
1.Bosch(2015)。Harnessing the Power of the Internet of Things--The IoT for the Extented Enterprise。Bosch Software Innovations。  new window
2.Bosch(2015)。Production Rules Configurator--Rules Based Analysis of Production Data with Connected Manufacturing Solutions。Bosch Software Innovations。  new window
3.Executive Office of the President of the United States(2012)。A National Strategic Plan for Advanced Manufacturing。The President's Council of Advisors on Science and Technology of the United States。  new window
4.Executive Office of the President of the United States(2014)。Accelerating U.S. Advanced Manufacturing, AMP2.0 Steering Committee Report。  new window
5.Kagermann, Henning、Helbig, Johannes、Hellinger, Ariane、Wahlster, Wolfgang(2013)。Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0: Securing the Future of German Manufacturing Industry。Forschungsunion。  new window
6.Lin, Shi-Wan、Miller, Bradford、Durand, Jacques、Joshi, Rajive、Didier, Paul、Chigani, Amine、Torenbeek, Reinier、Duggal, David、Martin, Robert、Bleakley, Graham(2015)。Industrial Internet Reference Architecture。Industrial Internet Consortium。  new window
7.Siemens(2013)。SIMATIC IT Intelligence Suite v2.1: Functional Overview。Siemens AG。  new window
8.SEMATECH, International(2003)。E-Diagnostics and EEC Guidance。Austin, Texas：SEMATECH。  new window
9.Siemens(2015)。Profit from Engineering Efficiency: Totally Integrated Automation Portal in Practice。Siemens TIA Portal。  new window
圖書
1.簡禎富(2014)。決策分析與管理--紫式決策分析以全面提升決策品質。台北：雙葉書廊。new window  延伸查詢new window
2.簡禎富、許嘉裕(2014)。資料挖礦與大數據分析。前程文化公司。  延伸查詢new window
3.Castillo, Enrique Del(2002)。Statistical Process Adjustment for Quality Control。New York：John Wiley & Sons。  new window
4.Larrañaga, Pedro、Lozano, Jose A.(2001)。Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation。New York：Springer Science & Business Media。  new window
5.Nakajima, Seiichi(1988)。Introduction to TPM: Total Productive Maintenance。Cambridge, MA：Productivity Press。  new window
 
 
 
 
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