參考文獻 |
[1]維基百科,自由的百科全書. 射出成型. Available: https://zh.wikipedia.org/wiki/%E6%B3%A8%E5%B0%84%E8%A3%BD%E6%A8%A1
[2]M. C. Huang and C. C. Tai, "The effective factors in the warpage problem of an injection-molded part with a thin shell feature," Journal of Materials Processing Technology, vol. 110, pp. 1-9, 2001.
[3]C. C. Chen, P. L. Su, and Y. C. Lin, "Analysis and modeling of effective parameters for dimension shrinkage variation of injection molded part with thin shell feature using response surface methodology," The International Journal of Advanced Manufacturing Technology, vol. 45, p. 1087, 2009.
[4]F. Rosenblatt, "The perceptron: a probabilistic model for information storage and organization in the brain," vol. 65, p. 386, 1958.
[5]P. Werbos, "Beyond regression : new tools for prediction and analysis in the behavioral sciences," PhD thesis, Harvard University, 1974.
[6]F. Yin, H. Mao, L. Hua, W. Guo, and M. Shu, "Back Propagation neural network modeling for warpage prediction and optimization of plastic products during injection molding," Materials & Design, vol. 32, pp. 1844-1850, 2011.
[7]W. C. Chen, P. H. Tai, M. W. Wang, W. J. Deng, and C. T. Chen, "A neural network-based approach for dynamic quality prediction in a plastic injection molding process," Expert Systems with Applications, vol. 35, pp. 843-849, 2008.
[8]劉信成, "應用多元迴歸與倒傳遞類神經網路預測企業獲利能力之研究," 碩士, 工業工程與工程管理學系碩士在職專班, 國立清華大學, 新竹市, 2018.
[9]J. H. Holland, Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. MIT press, 1992.
[10]S. Najihah et al., "Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm," in MATEC Web of Conferences, 2016, vol. 78, p. 01083: EDP Sciences.
[11]B. Ozcelik and T. Erzurumlu, "Determination of effecting dimensional parameters on warpage of thin shell plastic parts using integrated response surface method and genetic algorithm," International Communications in Heat and Mass Transfer, vol. 32, pp. 1085-1094, 2005.
[12]陳盈秀, "基因演算法自動演化類神經網路應用於衛星影像判釋與土砂災害評估模式之建置," 碩士, 土地管理與開發學系碩士班, 長榮大學, 台南市, 2010.
[13]D. S. Broomhead and D. Lowe, "Radial basis functions, multi-variable functional interpolation and adaptive networks," Royal Signals and Radar Establishment Malvern (United Kingdom)1988.
[14]S. Kitayama, K. Tamada, M. Takano, and S. J. T. I. J. o. A. M. T. Aiba, "Numerical and experimental investigation on process parameters optimization in plastic injection molding for weldlines reduction and clamping force minimization," vol. 97, pp. 2087-2098, 2018.
[15]張詠棨, "半徑基底函數(RBF)類神經網路應用於LED晶圓缺陷檢測," 碩士, 資訊工程研究所, 國立雲林科技大學, 雲林縣, 2006.
[16]莊至勛, "基於RBF神經網路之無縫超緊密GPS/INS導航系統設計," 通訊與導航工程學系, 國立臺灣海洋大學, 基隆市, 2012.
[17]B. Ozcelik and T. Erzurumlu, "Comparison of the warpage optimization in the plastic injection molding using ANOVA, neural network model and genetic algorithm," Journal of Materials Processing Technology, vol. 171, pp. 437-445, 2006.
[18]K. M. Tsai and H. J. Luo, "An inverse model for injection molding of optical lens using artificial neural network coupled with genetic algorithm," Journal of Intelligent Manufacturing, vol. 28, pp. 473-487, 2017.
[19]W. R. Jong, Y. M. Huang, Y. Z. Lin, S. C. Chen, and Y. W. Chen, "Integrating Taguchi method and artificial neural network to explore machine learning of computer aided engineering," Journal of the Chinese Institute of Engineers, vol. 43, no. 4, pp. 346-356, 2020/05/18 2020.
[20]施昭宏, "PEMFC性能仿真與其田口方法應用之研究," 碩士, 自動化工程系暨機電光系統研究所, 建國科技大學, 彰化縣, 2007.
[21]李偉正, "運用實驗設計和倒傳遞類神經網路結合模式於降低觸控玻璃製程阻抗之研究," 博士, 工業工程研究所, 中原大學, 桃園縣, 2014.
[22]科盛科技股份有限公司, 真實三維模流分析技術與應用. 科盛科技股份有限公司, 2016.
[23]王茂齡、張榮語和許嘉翔, 模流分析理論與實務. 科盛科技股份有限公司, 2018.
[24]S. Rogelj and M. Krajnc, "Pressure and temperature behavior of thermoplastic polymer melts during high‐pressure expansion injection molding," Polymer Engineering & Science, vol. 48, pp. 1815-1823, 09/01 2008.
[25]N. Stanciu, F. Stan, and C. Fetecau, "Melt Shear Rheology and pVT Behavior of Polypropylene / Multi-Walled Carbon Nanotube Composites," Materiale Plastice, vol. 55, pp. 482-487, 12/30 2018.
[26]R. Y. Chang, C. H. Chen, and K. S. Su, "Modifying the Tait equation with cooling-rate effects to predict the pressure-volume-temperature behaviors of amorphous polymers: modeling and experiments," Polymer Engineering and Science, Article vol. 36, p. 1789, 1996.
[27]行銷資料科學. (2021). 實驗設計法(Experimental Design Research). Available: https://medium.com/marketingdatascience/%E5%AF%A6%E9%A9%97%E8%A8%AD%E8%A8%88%E6%B3%95-experimental-design-research-3076122cfb1e
[28]永析統計. (2020). 信效度分析基本介紹. Available: https://www.yongxi-stat.com/reliability-validity-intro/
[29]維基百科,自由的百科全書. 訊號雜訊比. Available: https://zh.wikipedia.org/wiki/%E4%BF%A1%E5%99%AA%E6%AF%94
[30]李輝煌, 田口方法:品質設計的原理與實務. 高立圖書有限公司, 民97.
[31]維基百科,自由的百科全書. 響應曲面法. Available: https://zh.wikipedia.org/zh-tw/%E5%93%8D%E5%BA%94%E6%9B%B2%E9%9D%A2%E6%B3%95
[32]葉怡成, 實驗計畫法:製程與產品最佳化. 五南圖書出版股份有限公司, 2001.
[33]林李旺, 突破品質水準:實驗設計與田口方法之實務應用. 全華圖書股份有限公司, 2013.
[34]大和有話說. (2018). 完整解析AI人工智慧:3大浪潮+3大技術+3大應用. Available: https://dahetalk.com/2018/04/08/%E5%AE%8C%E6%95%B4%E8%A7%A3%E6%9E%90ai%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%EF%BC%9A3%E5%A4%A7%E6%B5%AA%E6%BD%AE%EF%BC%8B3%E5%A4%A7%E6%8A%80%E8%A1%93%EF%BC%8B3%E5%A4%A7%E6%87%89%E7%94%A8%EF%BD%9C/
[35]Q. Jarosz. (2009). 典型神經元的結構. Available: https://commons.wikimedia.org/w/index.php?curid=7616130
[36]葉怡成, 應用類神經網路. 儒林圖書有限公司, 民90.
[37]江衍銘, "二階段動態回饋式類神經網路於流量預測," 碩士, 生物環境系統工程學系暨研究所, 國立臺灣大學, 台北市, 2002.
[38]葉怡成, 類神經網路模式應用與實作. 儒林出版, 1993.
[39]TOWARDSDATASCIENCE.COM. (2021). Boost your Network Performance. Available: https://laptrinhx.com/boost-your-network-performance-1920317541/
[40]RBF and EBF Models. Available: https://abaqus-docs.mit.edu/2017/English/IhrUserMap/ihr-c-Reference-RBFandEBF.htm
[41]M. Hosoz, H. M. Ertunc, and H. Bulgurcu, "Performance prediction of a cooling tower using artificial neural network," Energy Conversion and Management, vol. 48, no. 4, pp. 1349-1359, 2007/04/01/ 2007.
[42]台中精機. 台中精機射出成型機規格資訊. Available: https://www.victortaichung.com/injection-machines/tw/vsp-60-e.htm
[43]潤輝科技有限公司. AO系列油式溫度控制機規格表. Available: http://www.a1-max.com.tw/t/pro_ao.htm#spec
[44]晏邦電機工業有限公司. 料斗乾燥機 (HD/IHD/DHD). Available: https://www.yannbang.com/hopper-dryer-tw
[45]双葉電子工業株式会社. 樹脂圧力計測システム. Available: http://www.futaba.co.jp/precision/mold_marshall/mps08s/index
[46]双葉電子工業株式会社. 樹脂温度計測システム. Available: http://www.futaba.co.jp/precision/mold_marshall/temperature/index
[47]龍成塑膠. (2019). 塑膠材質大補帖:塑膠ABS. Available: https://www.lcpf.com.tw/tw/knowledge/plastic-material/006?page=1&rtnKind=list
[48]葉怡成, 類神經網路模式應用與實作. 儒林圖書有限公司, 2003.
[49]陳耀茂和殷純淵, 類神經網路PCNeuron使用手冊. 鼎茂圖書出版股份有限公司: 邱昌其, 民93. |