工業電腦市場屬性為少量多樣化的客製化需求，在面對日益複雜的工業產品，須持續投入更多的研發技術與設計創新，也促使工業電腦的產品生產週期需加速縮短交期，也因此而改變了產品的製造生產模式。工業電腦廠商在面臨產品預測困難、交貨期縮短的生產壓力、庫存風險性增高、客戶服務品質的要求等問題，為了確保市場競爭力，工業電腦廠商必須提高生產效率、降低製造成本和更彈性化的智慧製造生產模式，成為了現今工業電腦製造商所面臨的最大挑戰以及成功關鍵因素，也將為工業電腦廠商帶來無限的潛在商機。因此，本研究欲探討智慧製造、大量客製化及產品績效之間的影響關係，並從智慧製造的生產來探討對產品績效之影響。
    本研究採用SPSS統計軟體作為分析工具，以抽樣之方式收集電腦科技產業為樣本，作為研究對象來進行實證分析。並以因素分析、信度分析、階層迴歸分析等方法進行分析。
這項研究的結果如下： 
   1. 智慧製造對大量客製化具有正向顯著影響。
   2. 大量客製化對產品績效具有正向顯著影響。
   3. 智慧製造對產品績效具有正向顯著影響。

Intelligent manufacturing has changed the way new product development activities are performed. Although intelligent manufacturing appears to be associated with desirable product development performance, research has poorly explained the role of intelligent manufacturing in improving mass customization and product development performance. This lack of clear evidence may be why the adoption of intelligent manufacturing appears limited. Thus, the primary purpose of this research was to investigate the relationship among intelligent manufacturing, mass customization and product development performance. The second objective was to determine the mediating effect of mass customization on the relationship between intelligent manufacturing and product development performance. The analyses are based on an industry-wide survey in the Taiwanese industrial personal computer sector. The results suggest that adoption of intelligent manufacturing in terms of capacity planning and information linkage contribute significantly to mass customization including cost and efficiency. In addition, capacity planning is associated with customer demand. The findings also indicate that mass customization in terms of “customer demand” and “cost and efficiency” improve product development performance including marketing performance and project performance. Finally, mass customization has mediating effect on the relationship between intelligent manufacturing and product development performance.

目錄
目錄 I
圖目錄 III
表目錄 IV
第一章    緒論	1
第一節	研究背景與動機 1
第二節	研究目的	3
第三節	研究範圍	3
第四節	研究流程	3
第二章    文獻探討	5
第一節    工業電腦產業概況 5
第二節	智慧製造	8
第三節	大量客製化 13
第四節	產品績效 17
第五節	研究假設發展 20
第三章	研究方法	23
第一節	研究架構	23
第二節	研究假說	24
第三節	問卷設計	24
第四節	研究樣本來源 27
第五節	資料分析方法 27
第四章    資料分析與研究結果	30
第一節    敘述性統計 30
第二節    構念效度分析 37
第三節    信度分析 43
第四節    相關性分析 44
第五節    迴歸分析	45
第六節    階層迴歸分析 49
第五章    結論與建議 51
第一節    研究結論	51
第二節    管理意涵	52
第三節    研究限制與建議 54
參考文獻	55
中文文獻： 55
英文文獻： 57
附錄：研究問卷 62

圖目錄
圖1-1 研究流程 4
圖3-1 研究架構 23

表目錄
表2-1 工業電腦與個人電腦之差異 7
表2-2 德國「工業 4.0」特徵與先前工業世代之比較	11
表2-2 德國「工業 4.0」特徵與先前工業世代之比較(續) 12
表3-1 智慧製造問項	24
表3-1 智慧製造問項(續) 25
表3-2 大量客製化問項 25
表3-3 產品績效問項	26
表3-3 產品績效問項(續) 27
表4-1 產業類型分配表 31
表4-2 工作內容分配表 31
表4-3 職位分配表 32
表4-4 年齡分配表 32
表4-5 教育程度 33
表4-6 產品所屬類型	33
表4-7 產品種類 34
表4-8 產品創新程度	34
表4-9 產品複雜度 35
表4-10 產品開發的環境不確定性 35
表4-11 產品的總預算	 36
表4-12 產品開發專案團隊人數 36
表4-13 產品開發規劃的完成時間 37
表4-14 產品持續開發所需時間 37
表4-15 智慧製造構面之因素分析表 38
表4-15 智慧製造構面之因素分析表(續) 39
表4-16 大量客製化構面之因素分析表 40
表4-17 產品績效構面之因素分析表 41
表4-17 產品績效構面之因素分析表(續) 42
表4-18 各構面之信度分析表 43
表4-19 各子構面之相關分析表 44
表4-20 智慧製造子構面對大量客製化子構面之成本與效率之迴歸分析表 46
表4-21 智慧製造子構面對大量客製化子構面之顧客需求之迴歸分析表 47
表4-22 大量客製化子構面對產品績效子構面之專案績效之迴歸分析表 48
表4-23 大量客製化子構面對產品績效子構面之市場績效之迴歸分析表 49
表4-24 階層迴歸分析表 50

中文文獻：
1.王喜文著(2015)。工業4.0-最後一次工業革命。電子工業出版社。
2.王啟彰(2004)。彈性製造能力、物流能力與大量客製化及顧客價值關係之研究－國內資訊電子業之實證。國立東華大學企業管理研究所碩士論文。
3.司徒達賢(民84)，策略管理，台北：遠流出版社。
4.呂芳勇(2010)智慧製造系統的生產管制，減少人員及時間的成本，有效 
增進企業競爭力。
5.何瑋莉(2016)。工業4.0概念應用對新產品開發績效之影響－以產品特性為干擾變數。淡江大學企業管理學系碩士班。
6.李大仁(2007)。精練生產、敏捷製造與大量客製化的做法與其對製造績效的影響。大同大學事業經營研究所碩士論文。
7.林宏達(2015)。工業4.0規劃智慧產線 -以檢測筆記型電腦產線為例。東海大學高階經營管理碩士在職專班碩士論文。
8.陳民議(2015)。導入物聯網技術的智能生產線建置模式。
9.陳耀茂(譯)(1989)。新產品開發入門。日經品管文獻賞叢書。
10.陳愷邑(2015)。建立工業4。0智慧化整合系統以強化綠能產業競爭力與營運策略研究。東南科技大學機械工程研究所碩士論文。
11.許淑惠(2016) 推動工業4.0下的智慧製造與智慧工廠等服務創新。
12.許士軍(1983)，現代行銷管理，台北：三民書局。
13.莊志賢(2015)。台灣工業4.0發展策略與經營管理之關聯性-以h集團為例。國立雲林科技大學企業管理研究所碩士論文。國立清華大學工業工程與工程管理研究所碩士論文。 
14.張嘉妤(2015)。智慧工廠整合服務創新模式。東海大學高階經營管理碩士在職專班碩士論文。
15.程鳳芷(2016)以工業4.0智慧工廠的概念，提出一整合性的虛實化系統架構，透過CPPS的導入達到智慧製造。
16.翟大銓(2004)，「工業電腦產業之資源能力與國際化動機，對其國際化策略影響之研究」，淡江大學管理科學研究所碩士論文。
英文文獻：
1.Aikaterini, M. (2014). Impact of IoT Enabled Service Solutions in the Downstream Automotive Supply Chain, Diva archive University, Sweden.
2.Anderson, P. W., Antiferromagnetism (1950). Theory of Superexchange Interaction. Phys. Rev. 79, 350 – Published 15 July.
3.Atuahene‐Gima, K. (1995). An exploratory analysis of the impact of market orientation on new product performance. Journal of Product Innovation Management, 12(4), 275-293. 
4.Baldwin C. Y., Clark K. B. (1997).Managing in an age of modularity. Harvard Business Review. 
5.Baldwin C. Y., Clark K. B. (2000).Design rules: The power of modularity. MIT Press, Cambridge. 
6.Barczak, G. (1995). New product strategy, structure, process, and performance in the telecommunications industry. Journal of Product Innovation Management, 12(3), 224-234. 
7.Blecker, T. Gerhard Friedrich, (2006 ).“MASS CUSTOMIZATION: Challenges and Solutions”.
8.Boyton, A. C., B. Victor, and B. J. Pine II, (1993 ) .“New Competitive Strategies: Challenges to Organizations and Information Technology”, IBM Systems Journal, Vol 32, Iss.1, PP.40-64.
9.Brown, S. L., and Eisenhardt, K. M. (1995). Product development: Past research, present findings, and future directions. Academy of Management Review, 20(2), 343-378.
10.Calantone, R. J., Vickery, S. K., and Dröge, C. (1995). Business performance and strategic new product development activities: An empirical investigation. Journal of Product Innovation Management, 12(3), 214-223. 
11.Carlshamre, P. (2001), A Usability Perspective on Requirements Engineering,Washington, D. C. , USA:IEEE Computer Society, 2001:84-93.
12.Cooper, R. G., and Kleinschmidt, E. J. (1987). New products: What separates winners from losers? Journal of Product Innovation Management, 4(3), 169-184.
13.Cooper, R. G., and Kleinschmidt, E. J. (1988). Resource allocation in the new product process. Industrial Marketing Management, 17(3), 249-262. 
14.Cooper, R. G., and Kleinschmidt, E. J. (2007). Winning businesses in productdevelopment：The critical success factors. Research-TechnologyManagement,50(3), 52-66.
15.Einsiedler, I. (2013). Embedded systeme for industrie 4.0. Product Management, 18, 26-28.
16.Feitzinger, E., and Lee H. (1997) “Mass Customization at Hewlett-Packard: The Power of Postponement.” Harvard Business Review 75, no.1
17.Frutos, J.D., and Borenstein, D. (2004). A Framework to Customer-Company Interaction in Mass Customization Environment, Computers in Industry, 54(2), 115-136.
18.Fujimoto, T. (1989). Organizations for effective product development: The case of the global automobile industry . Harvard University.
19.Gilmore, J. H., and B. J. Pine II, (1997 ).“The Four Faces of Mass Customization”, Harvard Business Review, PP.91-101, Jan./Feb.
20.Gobble, M. Research Technology Management 57.3  (May/Jun 2014): 59-61.
21.Gobeli, D. H., and Brown, D. J. (1987). Analyzing product innovations. Research Management, 30(4), 25-31. 
22.Goldratt E.M., and Cox J. (1994). The goal: a process of ongoing improvement (3rd revised edition), North River Press.
23.Gregory, A.(1995) “ Meeting Customer demand for endless change, ” Works Management, Horton Kirby, Vol. 48, Iss. 5, PP.25, May .
24.Holweg, M. P., Successful Build-To-Order Strategies Start With the Customer. Frits K MIT Sloan Management Review; Fall 2001; 43, 1; ProQuest pg. 74.
25.Hultink, E. J., and Robben, H. S. (1995). Measuring new product success: The difference that time perspective makes. Journal of Product Innovation Management, 12(5), 392-405.
26.Joseph, L., and Mintzberg, H. (1996). “Customizing Customization”, Sloan Management Review, Fall, PP.21-30.
27.Kay, M. J. (1993).“ Making mass customization happen: Lessons for implementation, ” Planning Review, Chicago, Vol. 21, Iss. 4, PP.14-18, Jul./Aug.
28.Kotler, P., “ From Mass Marketing To Mass Customization, ” Planning Review, Chicago, Vol. 17, Iss. 5, PP.10-14(Sep/Oct 1989).
29.Kotler, P., and Scheff, J. (1997). Standing room only: Strategies for marketing the performing arts. Harvard business press.
30.Kotler, P., Saliba, S., and Wrenn, B. (1991). Marketing Management: Analysis, Planning, and Control: Instructor's Manual. Prentice-hall.
31.Lee, H. L. and Billington, C. (1994). “ Designing Products and Processes for Postponement,” Management of Design: Engineering and Management Perspectives, PP.105-122.
32.Lee, S., and Chen J. C., “Mass-customization Methodology for an Apparel Industry with a Future”, Volume 16(1), Number 1-November 1999 to January 2000
33.Ottum, B. D., and Moore, W. L. (1997). The role of market information in new product success/failure. Journal of Product Innovation Management, 14(4), 258-273. 
34.Regnell, B., Beremark, P. and Eklundh, O. Requirements Eng (1998). A market-driven requirements engineering process: Results from an industrial process improvement programme. Requirements Eng (1998) 3: 121. doi:10.1007/BF02919972.
35.Russwurm, S. The Future of Manufacturing –On the way to Industry 4.0.- Munich Re.IDC's Digital Universe Study, April 2014, sponsored by EMC. 2020. 2013. 10,000.
36.Sampson, P. (1970), Can Consumer Create New Product? Journal of Market Research Society, 12(1), 40-52.
37.Schilling, M. A., Toward a general modular systems theory and its application to interfirm product modularity, Academy of management review, 25.2  (Apr, 2000): 312-334. 
38.Sethi, R., Smith, D. C., and Park, C. W. (2001). Cross-functional product development teams, creativity, and the innovativeness of new consumer products. Journal of Marketing Research, 38(1), 73-85.
39.Siddiqi, S. A. (2012). Smart Card Packaging Process Control System, Diva archive University,Sweden.
40.Simchi-Levi D., Kaminsky P., Simchi-Levi E., 2005「Designing and Managing the Supply Chain」
41.Song, X. M., and Montoya‐Weiss, M. M. (1998). Critical development activities for really new versus incremental products. Journal of Product Innovation Management, 15(2), 124-135. 
42.Song, X. M., and Parry, M. E. (1997). A cross-national comparative study of new product development processes: Japan and the United States. The Journal of Marketing, 61(2), 1-18.
43.Thomas, R. J. (1993). New product development, Wiley, New York.
44.Tu, Q., Vonderembse, M. A., and Rang-Nathan, T. S. (2001). The impact of time-based manufacturing practices on mass customization and value to customer. Journal of Operation Management, 19, 201-217.
uction. Prentice Hall, New Jersey.
45.Vyatkin, V., Salcic, Z., Roop, P. S., and Fitzgerald, J. (2007). Now That's Smart! Industrial Electronics Magazine, IEEE, 1(4), 17-29.