研究生: |
張宸銘 |
---|---|
論文名稱: |
基於解析目標傳遞法之多領域分散式 最佳化設計 Multi-disciplinary Distributed Design Optimization based on Analytical Target Cascading |
指導教授: | 瞿志行 |
口試委員: |
詹魁元
蘇哲平 |
學位類別: |
碩士 Master |
系所名稱: |
工學院 - 工業工程與工程管理學系 Department of Industrial Engineering and Engineering Management |
論文出版年: | 2011 |
畢業學年度: | 99 |
語文別: | 中文 |
論文頁數: | 93 |
中文關鍵詞: | 協同設計 、分散式設計 、賽局理論 |
外文關鍵詞: | ATC, Kriging Model |
相關次數: | 點閱:2 下載:0 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
由於經濟全球化與產業高度分工,現代產品開發成為由不同的團隊,以分散的方式共同完成。如何在資訊不完全通透的情形下,進行有效率的設計最佳化,仍缺乏有效的做法。因此建構符合協同產品開發環境的分析模式,解決分散式決策環境下的設計衝突問題,遂成為本研究的主要目標。首先延伸解析目標傳遞法(Analytical Target Cascading, ATC)系統架構,進行多領域的設計協商,加入子系統目標需求模式,達成分散式多目標規劃,使參與協商單位獲得較大的決策彈性、自主性及獨立性。接著整合克利金法(Kriging Model),以改善複雜問題的協商過程中, ATC迭代次數過多或求解時間過長的問題。並加入樣本群更新,減少繁複函數的計算次數,以加速協商的過程。本研究亦利用兩種不同的賽局模式,解決各協同設計部門,在考量各自目標下產生的決策衝突,並根據分析結果提出較佳的決策模式建議。最後將提出的方法分別應用於氣流感測器設計、傳動裝置齒輪盒協同公差分配、水密門設計及壓力容器設計等工程問題,驗證方法的可行性,顯示本研究的實用價值。
參考文獻
[1] William, C.R. and Vincent, A.C, (2000) “Managing digital libraries for computer- aided design,” Computer Aided Design, 32(30): 119-132.
[2] Cutkosky, M.R., Tanenbaum, J.M. and Glicksman, J. (1996) “Madefast: collaborative engineering over the internet,” Communications of the ACM, 39(9): 78-87.
[3] Willaert, S.S.A., de Graaf, R. and Minderhoud, S. (1998) “Collaborative engineering: A case study of concurrent engineering in a wider context,” Journal of Engineering and Technology Management, 15: 87-109.
[4] Noori, H. and Lee, W.B. (2004) “Collaborative design in a networked Enterprise: The case of the telecommunications industry,” International Journal of Production Research, 42(15): 3041-3054.
[5] Chang, C.J. and Chu, C.H. (2004) “Collaborative product development in taiwan PCB industry,” Journal of Electronic Business Management, 2(2): 108-116.
[6] Marko, S. and Janez, G., (2002) “Concurrent engineering in small companies,” International Journal of Machine Tools & Manufacture, 42: 417-426.
[7] 陳銘崑、廖一青,民國九十三年,「OEM接單型態下電子化協同設計參考模型之研究」,Journal of the Chinese Institute of Industrial Engineers, 21(4): 395-408.
[8] Chu, C.H., Cheng, H.C. and Chang, C.J. (2005) “Collaborative product development for the new economics - An empirical study of methods and enabling functions,” CIRP Design Seminar, Shanghai, China.
[9] Twigg, D. (1998) “Managing product development within a design chain,” International Journal of Operations and Production Management, 18(5): 508-524.
[10] Blackhurst, J., Wu, T. and Grady, P.O., (2005) “PCDM: A decision support modeling methodology for supply chain, product and process design decisions,” Journal of Operations Management, 23: 325-343.
[11] Giannini, F., Monti, M., Biondi, D., Bonfatti, F., and Monari, P.D., (2002) “A modelling tool for the management of product data in a co-design environment,” Computer Aided Design, 34(12): 1063-1073.
[12] Tay, F.E.H. and Roy, A. (2003) “CyberCAD: a collaborative approach in 3D-CAD technology in a multimedia-supported environment,” Computers in Industry, 52(2): 127-145.
[13] Chu, C.H., Cheng, C.Y. and Wu, C.W. (2006) “Applications of the web-based collaborative visualization in distributed product development,” Computers in Industry, 57(3): 272-282.汹
[14] Krige, D. G. (1951) A statistical approach to some mine valuation and allied problems on the Witwatersrand. Master's thesis, University of Witwatersrand.
[15] Cressie, N. (1990) “The origin of Kriging,” Mathematical Geology, Mathematical Geology, 22(3): 239-252.
[16] Sacks, J., Schiller, S. B., and Welch, W. J. (1989) “Design for computer experiments,” Technometrics, 31: 41-47.
[17] Sacks, J., Welch, W. J., Mitchell, W. J., and Wynn, H. P. (1989) “Design and analysis of computer experiments,” Statistical Science,4(4) : 409-435.
[18] Booker, A. J., Dennis, J. E., Frank, P. D., Sera_ni, D. B., and Torczon, V. (1997) “Optimization using surrogate objectives on a helicopter test example,” tech. rep., Applied Research Technology.
[19] Park, K., Oh, P.K. and Lim, H. (2006) “The application of the CFD and Kriging method toan optimization of heat sink,” International Journal of Heat and Mass Transfer, 49: 3439-3447.
[20] Sakata, S., Ashida, F. and Zako, M. (2003) “Eigenfrequency optimization of sti_ened plate using Kriging estimation,” Computational Mechanics, 31: 409-418.
[21] Liu, C.-H. and Chan, K.-Y. (2008) “Reliability-based design of a pressure tank under random and stochastic environments,” ASME International Design Engineering Technical Conference, 3-6.
[22] Rabeau, S., Depince, P. and Bennis, F. (2007) “Collaborative optimization of complex system: a multidisciplinary approach,” International Journal of Interactive Design and Manufacturing, 1: 209-218
[23] Cramer, E., Dennis, J. Jr., Frank, P., Lewis, R., Shubin, G., (1994) “Problem formulation for multidisciplinary optimization,” SIAM Journal on Control and Optimization, 4(4 ): 754–776.
[24] Seller, R., Batill, S., Renaud, J. (1996) “Response surface based, concurrent subspace optimization for multidisciplinary system design,” 34th AIAA Aerospace Sciences Meeting, 15-18.
[25] Braun, R., (1996) Collaborative optimization: An architecture for large-scale distributed design. Ph.D. thesis, Stanford University, May.
[26] Sobieszczanski-Sobieski J, Haftka R.T. (1996) “Multidisciplinary aerospace design optimization: Survey of recent developments,” AIAA Paper AIAA-96-0711
[27] Braun, R.D., Gage, P., Kroo, I., (1996) “Implementation and performance issues in collaborative optimization,” AIAA/NASA/ISSMO, Symposium on Multidisciplinary Analysis and Optimization, 6th, Bellevue, WA, Sept. 4-6,AIAA Paper 96-4017.
[28] Sobieszczanski-Sobieski, J., Agte, J., Sandusky,R.Jr., (1998) “Bi-level integrated system synthesis,” Symposium on Multidisciplinary Analysis and Optimization, 7th, St. Louis, MO, 2-4.
[29] Michelena, N.F., Papalambros, P.Y., Park, H.A., and Kulkarni, D., (1999) “Hierarchical overlapping coordination for large-scale optimization by decomposition, ” AIAA J., 37: 890–896.
[30] Kim, H.M. (2001) Target cascading in optimal system design. Ph.D. thesis, University of Michigan.
[31] Michelena, N. F., Park, H.A. and Papalambros P.Y. (2003) “Convergence properties of analytical target cascading. ” AIAA Journal, 41(5): 897–905.
[32] Michalek, J.J. and Papalambros, P.Y. (2005) “An efficient weighting update method to achieve acceptable consistency deviation in analytical target cascading. ” Journal of Mechanical Design, 127(2): 206–214.
[33] Gibbons, R. (1992) Game theory for applied economists. Princeton University Press.
[34] Lewis, K. and Mistree, F. (1998) “Collaborative, sequential and isolated decisions in design,” ASME Journal of Mechanical Engineering, 120(4): 643-652.
[35] 鄭漢中、瞿志行,民國九十四年,「協同產品開發的保護帶理論:以模具開發為例」, 模具技術成果暨論文發表會,台北。
[36] Vincent, T. (1983) “Game theory as a design tool,” ASME Journal of Mechanisms, Transmissions, and Automation in Design, 105: 165-170.
[37] Rao, S. S. (1987) “Game-theory approach for multi-objective structural optimization,” Computers and Structures 25(1): 119-127.
[38] Rao, S. S., Venkayya, V. B., and Khot, N. S. (1988) “Game-theory approach for the integrated design of structures and controls,” AIAA Journal, 26(4): 463–469.
[39] Dhingra, A. K. and Rao, S. S. (1995) “A cooperative fuzzy game-theoretic approach to multiple-objective design optimization,” European Journal of Operational Research, 83(3): 547–567.
[40] Badhrinath, K. and Rao, J. (1996) “Modeling for concurrent design using game theory formulations,” Concurrent Engineering: Research and Applications, 4(4): 389-399.
[41] Chen, L. and Li, S. (2002) “A computerized team approach for concurrent product and process design optimization,” Computer-Aided Design, 34(1): 57–69.
[42] Xiao, A., Choi, H.J., Allen, J.K., Rosen, D.W. and Mistree, F. (2002) “Collaborative decision making across digital interfaces,” ASME Design Engineering Technical Conference 28th, Montreal, Canada.
[43] Lewis, K. and Mistree, F. (1997) “Modeling interactions in multidisciplinary design: A game theoretic approach,” AIAA Journal, 35(8): 1387–1392.
[44] Xiao, A., Zeng, S., Allen, J.K., Rosen, D.W., and Mistree, F. (2005) “Collaborative multidisciplinary decision making using game theory and design capability indices,” Engineering Design 16: 57-75.
[45] Allison, J.T., Kokkolaras, M., Papalambros, P.Y., (2007) “On selecting single-level formulations for complex system design optimization,” ASME Journal of Mechanical Design 129, 898.