| 研究生: |
楊政融 YANG, CHENG-JUNG |
|---|---|
| 論文名稱: |
以反應曲面法進行液晶螢幕多重領域最佳設計 Multidisciplinary Optimization of LCD Monitors by Response Surface Method |
| 指導教授: |
陳家豪
Chen, Jahau-Lewis |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 機械工程學系 Department of Mechanical Engineering |
| 論文出版年: | 2006 |
| 畢業學年度: | 94 |
| 語文別: | 中文 |
| 論文頁數: | 108 |
| 中文關鍵詞: | 反應曲面法 、多重領域最佳設計 、生命週期評估 |
| 外文關鍵詞: | Multidisciplinary Optimization, Response Surface Method, LCA |
| 相關次數: | 點閱:92 下載:4 |
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摘要
一般工程師在設計產品時所考量的地方可從性能、外型、可靠度等傳統設計考量因素下手,但近年在歐盟催生WEEE、RoHS、EuP一系列對環境保護措施的指令下,使得工程師需要面對的新問題就是將產品因生產製造、使用、回收階段所產生的環保問題納入考量,因此整合環境影響因素與傳統設計考量因素是未來的設計趨勢。
本文將多重領域多目標最佳化設計法做為整合產品設計的概念,藉由生命週期評估軟體(SimaPro)求得LCD與其他同類型產品的生命週期數據,再用實驗計劃法的反應曲面法求得產品的近似曲面;同時使用Solidworks建立產品模型並模擬最大應力(von Mises stress)的數值,再用反應曲面法求得產品的近似曲面,利用反應曲面所得的結果使產品設計者更容易獲得設計參數數據。最後利用遺傳演算法達到同時考量降低最大應力值及降低環境方面影響這兩種不同設計觀點,完成多重領域多目標最佳設計的目標。文中以液晶螢幕為案例來驗證本文所提出之多重領域多目標最佳化設計方法之效果。
Abstract
In generally, engineers design a product from the traditional design factors, such as performance, appearance, reliability, etc. Because of a chain of environmental enactment like WEEE, RoHS and EuP are pushed in European Union in recent years, the new problem for engineers is to consider the environment impact from the life cycle of making a product, such as manufacture, use and recycle, etc. Therefore combination the environmental influences with traditional design factors is a product design trend in the future.
This research presents a multidisciplinary optimization method for integrating the concept of product design. First, designers get the similar products’ LCA result of LCD by LCA software, SimaPro, and model LCD by Solidworks to acquire von Mises stress data. Second, designers evaluate the two approximate curved surface functions by response surface method. Using response surface functions can make designer easily to get design data. Finally, integrate two functions and calculate the optimal results by genetic algorithm. LCD is the example to prove the capabilities of the proposed multidisciplinary optimization method.
參考文獻
Azapagic, A. and Clift, R., “Life cycle assessment and multiobjective optimization,” J. Cleaner Production, 7:135-143, 1999.
Box, G. E. P. and Wilson, K. B., “On the experimental attainment of optimum condition,” Journal of the Royal Statistic Society, B13, 1-38, discussion:38-45, 1951.
Chen, J. L., “Multidisciplinary Optimization of Product Design Including Environmental Impact Factors,” The Fourth World Congress of Structural and Multidisciplinary Optimization, WCSMO-4, Dalian, China, June 4-8, 2001.
Chen, J. L., and Chien, H.-W.,“Simple LCA by Response Surface Method for Multidisciplinary Design of Eco-Product,”International Congress of Electronics Goes Green, CARE INNOVATION’2004, September 5-8, Berlin, 2004.
Christiansen, K., “Simplifying LCA: just a cut, Final report from the SETAC-Europe LCA Screening and Streamlining working group,” SETAC-Europe, Brussels, Belgium, 1997.
De Jong, K. A., An Analysis of the Behavior of a Class of Genetic Adaptive Systems, Ph. D. Dissertation, University of Michigan, No.76-9381, 1975.
Esping, B., “Design optimization as an engineering tool. Struct. Optim., 10:137-152, 1995.
Fieischer, G., Kunst, H., and Rebitzer, G., “Life Cycle Assessment of Complex Products-Introducing an Efficient and Reliable Method,” SAE Technical Paper 982208, Society of Automotive Engineers, 1998.
Goldberg, D. E., Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley, 1989.
Hill, W. J. and Hunter, W. G., “A review of response surface methodology:a literature survey,” Technometrics, 8, 571-590, 1966.
Jones, D. and Zakriya, S. K., “Computer-base design optimization including cost and environmental factors,” Computer aided optimum design of structures V (OPTI97), 111-120, 1997.
Khoo, L. P., and Chen, C. H., “Integration of Response Surface Methodology with Genetic Algorithms,” International Journal Advanced Manufacture Technology, Vol.2, No.1, pp. 483-489, 2001.
Lauridsen, S., Vital, R., Keulen, F., Haftka, R. T. and Madsen, J. I., “Response Surface Approximation using Gradient Information,” The Proceedings of the Fourth World Structure and Multidisciplinary Optimization, pp. 295-297, June 4-8, 2001.
Liu, W., Batill, S. M. and Renaud, J. E., “Implementation Issue in Gradient–Enhanced Neural Work Response Surface Approximations,” The Proceedings of the Fourth World Structure and Multidisciplinary Optimization, pp. 299-301, June 4-8, 2001.
Okuhara, K., Domoto, E., Ueno, N. and Fujita, H., “Recycling Design Using the Artificial Life Technology to Optimize Evaluation Function,” 3rd International Symposium on Environmentally Conscious Design and Inverse Manufacturing, pp. 258-259, December 8-11, 2003.
Pre’Consuitants B. V., SimaPro User Manual, The Netherlands, 1997.
Pre’Consuitants B. V., SimaPro User Manual, The Netherlands, 2001.
Rikards, R. and Auzins, J., “Approximation Techniques for Response Surface Method in Structural Optimization,” The Proceedings of the Fourth World Structure and Multidisciplinary Optimization, pp. 303-305, June 4-8, 2001.
Roux, W. J., Stander, N. and Haftka, R. T., “Response Surface Approximations for Structural Optimization,” International Journal For Numerical Methods in Engineering, pp. 517-534, 1998.
Socolof, M. L., Overly, J. G., Geibig, J. R., “Environmental life-cycle impacts of CRT and LCD desktop computer displays,” Journal of Cleaner Production, v13, n 13-14, Life Cycle Assessment, p1281-1294, 2005.
Socolof, M. L., Overly, J. G., Kincaid, L. E., Dhingra, R., Singh, D., Hart, K. M., “Life-cycle environmental impacts of CRT and LCD desktop monitors,” IEEE International Symposium on Electronics and the Environment, p119-127, 2001.
Socolof, M. L., Swanson, M. B., Kincaid, L. E., Overly, J. G., Hart, K. M., Singh, D., “Environmental life-cycle design tool for assessing impacts of CRT and LCD monitors,” IEEE International Symposium on Electronics and the Environment, p232-237, 1999.
Svensson, G. and Ekvall, T., “LCA-A Fair and Cost Effective Way to Compare Two Products?,” SAE Technical Paper 951827, Society of Automotive Engineers, 1995.
Todd, J. A. and Curran, M. A., “Streamlined Life-Cycle Assessment: A Final Report from the SETAC North America Streamlined LCA Workgroup,” Society of Environmental Toxicology and Chemistry (SETAC) and SETAC Foundation for Environmental Education, 1999.
Wenzel, H., Hauschild, M., and Alting, L., Environmental Assessment of Products-Methodology, Tools and Case Studies in Product Development, Vo1.1, Chapman&Hall, London, 1997.
Weitz, K. A., Todd, J. A., Curran, M. A. and Malkin, M., “Streamlining Life Cycle Assessment-Considerations and a Report on the State of Practice,” International Journal of Life Cycle Assessment, Vol. 1, No. 2, pp. 79-85, 1996.
Yang, R. J., Gu, L., Liaw, L., Gearhart, C., Tho, C. H., and Liu, X., “Approximations for Safety Optimization of Large Systems,” The Proceedings of the Fourth World Structure and Multidisciplinary Optimization, pp. 164-166, June 4-8, 2001.
丁執宇,“衝擊評估方法介紹及如何應用在產業界”,生命週期評估研討會,經濟部與工業技術研究院,1998。
王啟林、黃思倫和張熒庭,“利用表面反應方法最佳化設計電容式壓力感測器”,第十九屆機械工程研討會論文集,2002。
石家明,SPSS10.X 中文版統計資料分析實務應用,碁峰資訊出版,2001。
李志光,中華民國八十三年六月,遺傳演算法於機械元件設計最佳化與設計規則學習之應用,國立成功大學機械工程研究所碩士論文,1994。
周明、孫樹樺,遺傳算法及應用,國防工業出版社,1999年6月。
周偉傑,中華民國九十二年六月,產品創新設計的建議生命週期評估方法之研究,國立成功大學機械工程研究所碩士論文,2003。
張鴻明、陳坤男和張振添,“反應曲面法在結構最佳化之應用”,第十九屆機械工程研討會論文集。2002。
黃盈庭,中華民國八十九年六月,投入產出分析應用於生命週期評估-台灣地區水泥範例研究,國立成功大學資源工程研究所碩士論文,2000。
楊致行,“生命週期評估之整體趨勢及概念”,生命週期評估研討會,經濟部與工業技術研究院,1998。
廖志偉,中華民國八十九年六月,綠色產品概念設計階段簡化生命週期評估方法之研究,國立成功大學機械工程研究所碩士論文,2000。
實威科技,Solidworks原廠教育訓練手冊,知城數位科技股份有限公司,2005年10月。
葉怡成,實驗計劃法-製程與產品最佳化,五南圖書出版公司,2001年6月。
陳振甫,“產品綠色生命週期量化分析研究-以文具設計為例”,明志工專學報,第三十期,pp. 79-89,1998。
陳逸昕,中華民國九十三年六月,印刷電路板之簡易生命周期評估,國立成功大學機械工程研究所碩士論文,2004。
簡蕭文,中華民國九十三年六月,多重領域最佳化設計於綠色設計之應用,國立成功大學機械工程研究所碩士論文,2004。