系統執行成效穩定之後就陸續展開到其他生產線，以達成全面之效。
結果與討論
本計畫已如期完成第三年度之所有工作目標，具體成效:
‧ 有9位碩士班學生參與研究計畫
‧ 學術成果部分已有2篇期刊論文刊出，2篇期刊論文審查中，另已發表5篇會議論文 已經刊出期刊論文
1. 王鵬森、楊大和*、陳怡如，營造業趕工計畫最佳化人力數量之研究，南台學報社會科學類 第 3 卷第 1 期 2018 年 6 月 55-72 頁。[通訊作者]
2. 潘宥亦、馬瀰嘉*、楊大和，急診室醫師排班問題之研究，智慧科技與應用統計學報，第 16 卷第 1 期，
2018 年 6 月 1-18 頁。
3. Liu, Y.-S., Tang, L.-N., Ma, Y.-Z., and Yang*, T., 2018, TFT-LCD module cell layout design using simulation and fuzzy multiple attribute group decision-making approach, Applied Soft Computing, Vol. 68, July, 873-888.
(SCI) [通訊作者]
4. Yang*, T. and Su, C.-T., 2018, The analysis of a factorial experiment with missing data using neural networks, Nihon University College of Economics Research Bulletin-Liberal Arts (日本大学経済学部「研究紀要」), No.
86, September, pp. 49-57. [通訊作者、第一作者]
5. Wang, P.S., Yang*, T. and Yu, L.C., 2018, Lean-pull strategy for order scheduling problem in a multi-site semiconductor crystal ingot-pulling manufacturing company, Computers & Industrial Engineering, Vol. 125, November, 545-562. (SCI) [通訊作者]
6. Yang*, T., Hung, Y.-H., Huang, G.-C., 2019, A simulation study on CONWIP system design for bicycle chain manufacturing, IFAC PapersOnLine, Vol. 52, No. 13, 2477–2481. [通訊作者、第一作者]
7. Yang*, T., Wen, Y., Hsieh, Z. and Zhang, J., 2020, A lean production system design for semiconductor crystal-ingot pulling manufacturing using hybrid Taguchi method and simulation optimization, Assembly Automation, Vol. 40, No. 3, May, pp. 433-445. (SCI) [通訊作者、第一作者]
8. Tang, L., Yang, T., Ma*, Y., Tu, Y., 2020, Supply chain information sharing under consideration of bullwhip effect and system robustness, Flexible Services and Manufacturing Journal, https://doi.org/
10.1007/s10696-020-09384-6 (SCI) 審查中期刊論文
9. Hong, C.-C., Yang*, T., and S.-Y. Lin, A study on the optimization of in-process inspection procedure for active pharmaceutical ingredients manufacturing process using hybrid Taguchi and TOPSIS methodology, submitted to Computers & Industrial Engineering. (SCI) [通訊作者]
10. Wang, P.-S., C.-C. Lin, and Yang*, T., A study on Shojinka design for automobile engine piston-rod manufacturing, submitted to Computers & Industrial Engineering. (SCI) [通訊作者]
11. Hung, Y.-H., G.-C. Huang, and Yang*, T., CONWIP pull system design for bicycle chain manufacturing, submitted to Computers & Industrial Engineering. (SCI) [通訊作者]
會議論文
12. Yang*, T., Wang, P.-S. and Chang, M.-C., 2018, A study on the cellular layout design problem for the Shojinka control problem for a TFT-LCD module assembly line, 2018 International Conference on Big Data and Internet of Things (BDIOT 2018), October 24-27, 2018, Peking, China. [通訊作者、第一作者]
13. Yang*, T., Hung, Y.-H., Huang, K.-C., 2019, Simulation optimization in solving the CONWIP pull system design problem from bicycle chain manufacturing, The 9th IFAC Conference MIM on Manufacturing
Modelling, Management and Control (MIM 2019), August 28-30, 2019, Berlin, Germany. [通訊作者、第一作 者]
14. Huang, T.-H. and Yang*, T., 2019, The development of an expert system for the control of industrial robots in bicycle manufacturing welding area, Proceedings of the 2019 International Symposium on Industry3.5 and Intelligent Manufacturing (Industry3.5), September 25 - 27, 2019, National Tsing Hua University, Hsinchu, Taiwan. (MOST-106-2221-E-006-162-MY3) (The Best Student Paper Award) [通訊作者]
15. Yang*, T. and Fujimoto, T., 2019, Digital manufacturing as design information flow, presentation to EAWIE 2019: The 6th East Asia Workshop on Industrial Engineering, November 20-23, 2019, National Taipei University of Technology, Taipei, Taiwan. [通訊作者、第一作者]
另外，也促成數件產學合作計畫，詳見個人資料表。
參考文獻
Swain, M. and Bell, J. 1999，限制理論與產出會計，美商麥格羅․希爾，台北。
詹姆斯‧沃馬克 and 丹尼爾‧瓊斯, 2004, 精實革命：消除浪費、創造獲利的有效方法, 經濟新潮社, 台 北。
黃昭勛，2007，台灣外移西進的傳統產業，由 OEM 轉型為 ODM 的實證研究—以某眼鏡製造公司為 例，國立政治大學科技管理研究所，碩士論文。
楊大和、謝瓊嬉，2008，綜觀『精實系統』之原理、工具、與組織，品質月刊．44 卷 11 期，2008 年 11 月，pp. 64-70。
河田信，2012，回歸原點: 豐田方式的管理會計，機械工業出版社，北京。
鍾憲瑞，2012，商業模式 : 創新與管理，前程文化，新北市 蘇朝墩，2012，品質工程，中華民國品質學會，台北。
李輝煌，2013，田口方法：品質設計的原理與實務，四版修訂，高立圖書有限公司，新北市。
游惠卿，2014，當代時代雜誌，Available：http://modernmgz.com/content.php?flag=2. (取得日期：
2015.05.30)
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，二版，雙葉書廊，台北市。
田中正知，2015，豐田生產的會計思維，機械工業出版社，北京。
行政院 (2015a)，行政院生產力 4.0 發展方案， 2015 年行政院生產力 4.0 科技發展策略會議，臺大醫 院 國 際 會 議 中 心 101 室 ， 2015 年 6 月 4 日 ~5 日 ， 台 北 。 http://www.bost.ey.gov.tw/cp.aspx?n=94090FED75EFA410 ，2016.11.08 Accessed)
行 政 院 (2015b) ， 行 政 院 生 產 力 4.0 發 展 方 案 調 整 報 告 。 http://www.bost.ey.gov.tw/cp.aspx?n=87AF5CEEA4357974 ，2016.11.08 Accessed)
吳明機 (2016)，五大產業創新研發計畫-智慧機械產業推動方案，行政院第 3507 次會議，2016 年 7 月 21 日。
Ahi, A., Aryanezhad, M., Ashtiani, B., and Makui, A., 2009, A novel approach to determine cell formation, intracellular machine layout and cell layout in the CMS problem based on TOPSIS method, Computers
& Operations Research, 36(5), 1478-1496.
Becerra-Fernandez, I., & Sabherwal, R. (2010). Business Intelligence: Practices, Technologies, and
Management, New York, Wiley.
Hwang, C.L., & Yoon, K., (1981). Multiple Attribute Decision Making: Methods and Applications, Springer-Verlag, New York,
Glover, F., Kelly, J.P., and Laguna, M. (1996). New advances and applications of combining simulation and optimization, Proceedings of the 28th conference on Winter simulation, New Orleans, LA, 144-152.
Glover, F., Laguna, M., and Martí, R. (2000). Fundamentals of scatter search and path relinking, Control and
Cybernetics, 39 (3), 653-684.
Hermann, M., Pentek, T. and Otto, B., (2015), “Design principles for industrie 4.0 scenarios: A literature review”, In Prceedings of 2016 Hawaii International Conference on System Sciences (HICSS), January 5-8, 2016.
Hopp, W.J. and Spearman, M.L. (2008). Factory Physics, McGraw-Hill, New York.
Keskin, B.B., Melouk, S.H., and Meyer, I.L. (2010). A simulation-optimization approach for integrated sourcing and inventory decisions. Computers & Operations Research, 37 (9), 1648-1661.
Liker, J. K. (2004). The Toyota Way: 14 Management Principles from the World's Greatest Manufacturer.
New York ; London: McGraw-Hill.
Liker, J.K., & Meier, D. (2006). The Toyota Way Fieldbook. New York: McGraw-Hill.
Lu, J. C., Yang, T., and Wang, C. Y., 2011, A lean pull system design analysed by value stream mapping and multiple criteria decision-making method under demand uncertainty, International Journal of Computer
Integrated Manufacturing, 24(3), 211-228.
Ohno, T. (1988). Toyota Production System : Beyond Large-Scale Production. Cambridge, Mass.:
Productivity Press.
Phadke, M.S. (1995). Quality Engineering Using Robust Design. Prentice Hall PTR.
Swisher, J.R., Hyden, P.D., Jacobson, S.H., and Schruben, L.W. (2000). A survey of simulation optimization techniques and proceduresed. Proceedings of 2000 Wniter Simulation Conference, Orlando, FL, 119-128.
Thierauf, R. J. (2001). Effective business intelligence systems. Greenwood Publishing Group.
Womack, J. P., Jones, D. T., & Roos, D. (1990). The Machine That Changed the World: Free Press, New York.
Womack, J. P., & Jones, D. T. (1996). Lean Thinking: Banish Waste and Create Wealth in Your Corporation:
Free Press, New York.
Yang, T., and Chou. P., 2005, Solving a multiresponse simulation-optimization problem with discrete variables using a multiple-attribute decision-making method, Mathematics and Computers in Simulation, 68(1), 9-21.
Yang, T., Chen, M. C., and Hung, C. C., 2007, Multiple attribute decision-making methods for the dynamic operator allocation problem, Mathematics and Computers in Simulation, 73(5), 285-299.
Yang, T., Hsieh, C.-H., & Cheng, B.-Y.. (2011). Lean-pull strategy in a re-entrant manufacturing environment:
a pilot study for TFT-LCD array manufacturing. International Journal of Production Research, 49(6), 1511-1529.
Yang, T., & Lu, J.-C. (2011). The use of a multiple attribute decision-making method and value stream
mapping in solving the pacemaker location problem. International Journal of Production Research, 49(10), 2793 - 2817.
表 Y04