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研究生:王心怡
研究生(外文):Shin-Yi Wang
論文名稱:利用生命週期評估與類神經網路於塑膠射出產品之成本預估
論文名稱(外文):Using Life Cycle Assessment and Artificial Neural Network in the plastic injection products cost estimates
指導教授:車振華車振華引用關係
口試委員:江梓安王河星
口試日期:2012-06-22
學位類別:碩士
校院名稱:國立臺北科技大學
系所名稱:工業工程與管理系碩士班
學門:工程學門
學類:工業工程學類
論文種類:學術論文
論文出版年:2012
畢業學年度:100
語文別:中文
論文頁數:44
中文關鍵詞:類神經網路生命週期評估環境成本
外文關鍵詞:Artificial Neural NetworkLife Cycle AnalysisExternal Cost
相關次數:
  • 被引用被引用:0
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  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:1
由於環境多變,地球暖化現象日趨嚴重,環保逐漸成為一個很重要的議題,也導致越來越多人針對生命週期評估進行研究。我國是全球副廠碰撞零件最大出口國,在汽車零組件產業中,塑膠材料亦佔有相當之重要性,以副廠件為發展重心,其中又以外觀碰撞件為主(如保險桿板等塑膠件、板金件以及車燈)。台灣汽車零件業具有少量多樣、彈性製造之優勢,在業者不斷投入研發及提升生產技術後,已具國際競爭能力。
由於塑膠射出業是由模具廠、射出廠,生產過程較為繁瑣,在環境考量下,該如何快速回應消費者便成為企業更重要的事。本研究主要運用類神經網路及生命週期評估概念,結合製造成本與環境成本,提供給業者以及消費者正確迅速的資訊。


As the changing environment, the increasingly serious problems of global warming makes environmental protection become a very important issue. Taiwan is the largest exporter of aftermarket parts, and aftermarket parts are almost made of plastic. Taiwan''s parts industry has a small amount of diversity and the advantages of flexible manufacturing. Keeping invest R&D and upgrade production technology, make company increase in international competitiveness.
To help enterprises address the foregoing challenges, this study therefore uses a back-propagation neural network (BPNN) to establish a model for analysis of cost estimation and external cost for life cycle of new products for the plastic injection molding industry.


摘 要 i
ABSTRACT ii
誌 謝 iii
目 錄 iv
表目錄 vi
圖目錄 vii
第一章 緒論 1
1.1 研究背景與動機 1
1.2 研究目的 4
第二章 文獻探討 5
2.1 塑膠射出成型 5
2.1.1 塑膠簡介 5
2.1.2 塑膠射出成型成本分析 8
2.2 生命週期評估 12
2.2.1 生命週期評估簡介 12
2.2.2 生命週期評估方法及相關研究 16
2.3 環境外部成本 18
2.3.1 衝擊路徑法 19
2.3.2 環境外部成本及相關研究 21
2.4 類神經網路 21
2.4.1 類神經網路簡介 21
2.4.2 類神經網路架構 24
2.4.3 類神經網路優點 24
2.4.4 類神經網路簡介及相關研究 26
第三章 研究方法 27
3.1 生命週期環境成本推估模式 28
3.2 研究流程及其程序 30
第四章 實證案例與結果分析 33
第五章 結論與建議 40
5.1 結論 40
參考文獻 42

[1] 徐佳莉,「汽車塑膠零件的綠色契機」,華控月刊,第46期,2006,第20-25頁。
[2] 洪世淇、尤浚達,汽車用塑膠材料市場專題研究,新竹縣:工業技術研究院,2004,第4-1~4-29頁。
[3] 張子成、邢繼綱,塑膠產品設計,台灣:全華圖書,2008,第2-1~3-1頁。
[4] 葉怡成,類神經網路模式應用與實作,臺北市:儒林圖書公司,2009,第4-2~4-21頁。
[5] 李新峰,以衝擊路徑法評估SO2之外部成本—以中部空品區為例,碩士論文,朝陽科技大學環境工程與管理系碩士班,臺中,2004。
[6] 王郁淳,結合粒子群演算法及類神經網路技術於塑膠射出成形產品之成本預估,碩士論文,國立臺北科技大學工業工程與管理研究所,臺北,2007。
[7] 王同德,衍生性電子產品生命週期之環境衝擊,碩士論文,國立臺北科技大學工業工程與管理研究所,臺北,2010。
[8] C. Deng, L. Q. Wang and J. Wu, “Study on Integrated Method of Life Cycle Assessment and Life Cycle Costing, ” Journal of the Chinese Society of Mechanical Engineers, vol.18, no. 15, 2007, pp. 1804-1809.
[9] R. Y. Zhang, Plastic injection molding design (I) (II) (III), Taipei:Gau Lih Book Co., 1995, pp. 135-160.
[10] M. K. Chauhan, V. S. Chaudhary, S. Kumar and Samar, “Life cycle assessment of sugar industry: A review,” Renewable and Sustainable Energy Reviews, vol. 15, no. 7, 2011, pp. 3445-3453.
[11] L. Schleisner, “Life cycle assessment of a wind farm and related externalities,” Renewable Energy, vol. 20, no. 3, 2000, pp. 279-288.
[12] J. A. Assies, “A risk-based approach to life-cycle impact assessment” Journal of Hazardous Materials, vol. 61, no. 1-3, 1998, pp. 23-29.
[13] L. Liu, H. Cheng, Z. Ma, Z. Zhu, J. Zhang and L. Yao, “Life Cycle Cost Estimate of Power System Planning,” 2010 International Conference on Power System Technology, Hangzhou, China, 2010, pp.1-8.
[14] Y. Asiedu and P. Gu, “Product life cycle cost analysis: State of the art review,” International Journal of Production Research, vol. 36, no. 4, 1998, pp. 883-908.
[15] L. E. Greene and B. L. Shaw, “The steps for successful life cycle cost analysis,” Proceeding of the IEEE 1990 National Aerospace and Electronics Conference, Dayton, Ohio, 1990, pp. 1209-1216.
[16] N. U. Ahmed, "A design and implementation model for life cycle cost management system," Information and Management, vol. 28, no. 4, 1995,
pp. 261-269.
[17] R. L. Wilson, “Operations and support cost model for new product concept development,” Proceedings of the 8th Annual Conference on Components and Industrial Engineering, 1986, pp. 128-131.
[18] J. H. Chen and C. W. Liau, “A simple life cycle assessment method for green product conceptual design,” Environmentally Conscious Design and Inverse Manufacturing, Tokyo, Japan, 2001, pp. 775-780.
[19] R. Folgado, P. Peças and E. Henriques, “Life cycle cost for technology selection: A Case study in the manufacturing of injection moulds,” International Journal of Production Economics, vol. 128, no. 1, 2010, pp. 368-378.
[20] S. Borin, T. Levin and V. M. Thomas, “Estimates of the Cost of New Electricity Generation in the South,” Energy Conversion Congress and Exposition (ECCE), GA, Atlanta, 2010, pp. 406-413.
[21] S. Kumar, Neural networks, New York: McGraw-Hill, 2005, pp. 186-193.
[22] J. Bode, S. Ren and Z. Shi, “Application of 3-Layer Perceptrons to Cost Estimation,” IEEE International Conference on Neural Networks, Perth, WA , Australia, 1995, pp. 1749-1754.
[23] J. Bode, “Neural networks for cost estimation: Simulations and pilot application,” International Journal of Production Research, vol. 38, no. 6, 2000,
pp. 1231-1254.
[24] Y. F. Zhang, J. Y. H. Fuh and W. T. Chan, “Artificial neural networks and their applications in cost model development process,” Computers in Industry, vol. 32, no. 1, 1996, pp. 95-113.
[25] S. Cavalieri, P. Maccarrone and R. Pinto, “Parametric vs. neural network models for the estimation of production costs: A case study in the automotive industry,” International Journal of Production Economics, vol. 91, no. 2, 2004, pp.165-177.
[26] O. Tatari and M. Kucukvar, “Cost premium prediction of certified green buildings: A neural network approach,” Building and Environment, vol. 46, no. 5, 2011, pp. 1081-1086.


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