建立動態多產品生產線決策支援系統之研究

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姓名

李育豪(Yu-hao Lee) 查詢紙本館藏

畢業系所

工業管理研究所

論文名稱

建立動態多產品生產線決策支援系統之研究
(A Study on Develpoping a Decision System for Dynamic Multi-Product Line)

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摘要(中)

在近代隨著預測技術的提升，其相關技術應用在倉儲系統、服務業多所著墨，隨著生產需求資訊能夠更精確獲得，物料的進貨與管理能使管理人員能夠節省不必要的支出與空間浪費，但是預測技術應用在生產製造尚非普遍，在生產製造方面，設施規劃與工廠的產能息息相關，好的生產佈置能大幅度提升生產的效能，因此本研究嘗試將多產品生產線的概念與動態佈置的概念作結合，搭配生產可能發生的狀況進行研究。
本研究目的是在長期的多產品生產線的環境下，以生產的總成本最小化為目標，來建立相對應的機器重新佈置策略。生產的環境中，每個週期的需求數會隨著時間而改變，在每個週期透過預測、廠商已下的訂單…等，可以知道未來一定週期的需求，但這些問題需要考慮到時閘的概念以及生產的開始時間點，在每一週期時，根據已知週期需求數，建立各週期的機器重新佈置策略，首先，根據三種起始策略的佈置方法建立初始佈置，而後採用模擬退火法(SA)來尋求最佳化，最後透過提出的Fix跟Dynamic兩種概念來決定未來週期所要採用的佈置策略期數，依照此方法建立長期的佈置策略，並找出最佳的生產成本。

摘要(英)

In recent year, because of the development of the forecast, these forecast technologies always use in storage systems and the service industry. But the forcaset applied for production is not wider than the service industry. And then, facility planning is aaaociated with the capacity. So, this research tries to make a combination with the concept of the multi-product line and the concept of the dynamic layout. And it takes many kinds of situations of the production into consideration.
The object of this research is to find a layout that can minimize the total production cost under the long-term situation of the multi-product line. In order to find the best layout, we need three stages to do. In the first stage, we consider the variation of the demand and also consider the time fence. We create the demand information in every period changed by time. In the second stage, we use three kinds of initial layout plans to create the initial layout. And, we use the simulated annealing algorithm to find the layout in the periods which has known the demands of the periods. Finally, we adopt the concepts of the fix period and the dynamic period to decide the layout which we want to use in production. And in the final stage, we calculate the total cost to find the best combination of the staregies.

關鍵字(中)

★ 時閘
★ 動態佈置
★ 多產品生產線
★ 模擬退火法

關鍵字(英)

★ time fence
★ Multi-product line
★ simulation annealing
★ dynamic layout

論文目次

目錄.........................IV
圖目錄........................V
表目錄.....................VIII
第一章導論...................1
1.1研究背景...................1
1.2 研究動機.................2
1.3 研究目的.................3
1.4 論文架構與研究方法.......4
第二章文獻探討.............5
2.1 設施規劃.................5
2.1.1圖解法...................5
2.1.2數學規劃模式與啟發式演算法.........6
2.1.3人工智慧法...............7
2.1.4模擬退火法...............8
2.1.5其他.....................8
2.2機器佈置...................9
2.2.1多產品生產線(Multi-Product Line)......10
2.3動態佈置規劃問題(THE PLAN OF DYNAMIC LAYOUT PROBLEM).....12
第三章研究方法.............15
3.1方法架構與流程............15
3.2環境假設..................16
3.3 目標式設定..............20
3.4 研究方法................21
3.4.1已知週期資料產生........24
3.4.2下期生產開始時間點決定..25
3.4.3佈置產生策略............29
3.4.4模擬退火法..............38
3.4.5佈置採用策略............40
3.4.6計算目標成本............45
第四章實驗設計與分析........46
4.1實驗環境與假設............46
4.2 基本假設檢定.............54
4.3 個別因子之假設...........56
4.4 ANOVA統計分析...........57
4.4.1主要效果項分析..........60
4.4.2 二因子交互作用分析.....65
4.4.3 各環境因子組合下總生產成本最低的因子組合........80
4.5 各環境因子組合下的最佳因子組合與無搬運機器狀況的總生產平均作比較...................82
4.6 本章小節.................92
第五章結論與未來展望.......94
5.1 研究結論................95
5.2 後續研究與未來展望......96
參考文獻.....................98

參考文獻

1.ROSENBLATT, MEIR J., 1986, The dynamics of plant layout, Management Science, 32(1), 76-85.
2.ROSENBLATT, MEIR J. and LEE, HAU L., 1987, A robustness approach to facility design, International Journal of Production Research, 25(4), 479-486.
3.URBAN, TIMOTHY L., 1993, A heuristic for the dynamic facility layout problem, IIE Transactions, 25(4), 57-63.
4.YANG, TAHO and PETERS, BREET A., 1998, Flexible machine layout for dynamic and uncertain production environment, European Journal Of Operation Research, 108, 49-64.
5.KOCHHAR, J.S. and HERAGU, S.S., 1999, Facility layout design in a changing environment, International Journal of Production Research, 37(11), 2429-2446.
6.BALAKRISHNAN, JAYDEEP, et al., 2000, An improved pair-wise exchange heuristic for the dynamic plant layout problem, International Journal of Production Research, 38(13), 3067-3077.
7.BAYKASOGLU, ADIL AND GINDY, NABIL N.Z., 2001, A simulated annealing algorithm for the dynamic layout problem, 28, 1403-1426.
8.BALAKRISHNAN, JAYDEEP, et al., 2003, A hybrid algorithm for the dynamic plant layout problem, International Journal of Production Economics, 86, 107-120.
9.ULUTAS, BERNA and Islier A. ATTILA, 2005, A new approach to the dynamic layout problem, International Conference on Computers and industrial Engineering, 2019-2024.
10.MCKENDALL JR., ALAN R., et al., 2006, Simulated annealing heuristics for the dynamic facility layout problem, Computer & Operation Research, 33, 2431-2444.
11.HO, YING-CHIN, et al., 1993, Two sequence-pattern, matching-based, flow analysis methods for multi-flowlines layout design, International Journal of Production Research, 31(7), 1557-1578.
12.CHEN, D.-S., et al., 2001, Linear sequencing for machine layouts by a modified simulated annealing, International Journal of Production Research, 39(8), 1721-1732.
13.Abdinnour-Helm, S., and Hadley, S. W., 2000, Tabu search based heuristics for multi-floor facility layout, International Journal of Production Research, 32(2), 365-383.
14.Abdou, G., and Dutta, S. P., 1990, An integrated approach to facilities layout using expert systems, International Journal of Production Research, 28(4), 685-708.
15.Chae, J. J., and Peters, B.A., 2006, A simulated annealing algorithm based on a closed loop layout for facility layout design in flexible manufacturing systems, International Journal of Production Research, 44(13) , 2561-2572.
16.Chen, C. -W., and Sha, D. Y., 2005, Heuristic approach for solving the multi-objective facility layout problem, International Journal of Production Research, 43(21), 4493-4507.
17.Chiang, W. C., and Kouvelis, P., 1996, An improved tabu search heuristic for solving facility layout design problems, International Journal of Production Research, 34(9), 2565-2585.
18.Chwif, L., et al., 1998, A solution to the facility layout problem using simulated annealing, Computer in Industry, 36(1), 125-132.
19.Deb, S. K., and Bhattacharyya, B., 2005, Fuzzy decision support system for manufacturing facilities layout planning, Decision Support System, 40(2), 305-314.
20.El-Rayah, T. E., and Hollier, R. H., 1970, A review of plant design techniques, International Journal of Production Research, 8(3), 263-279.
21.Evans, G. W., et al., 1987, A layout design heuristic employing the theory of fuzzy sets, International Journal of Production Research, 25(10), 1431-1450.
22.Hanan, M., and Kurtzberg, J. M., 1972, A review of the placement and quadratic assignment problem, SIAM Review, 14(2), 324-342.
23.Harhalakis, G.,et al., 1996, A practical method for design of hybrid-type production facilities, International Journal of Production Research, 34(4), 897-918.
24.Heragu, S. S., and Kusiak, A., 1988, Machine layout problem in flexible manufacturing systems, Operations Research, 36(2), 258-268
25.Ho, Y. C., and Moodie, C. L., 1998, Machine layout with a linear single-row flow path in an automated manufacturing system, Journal of Manufacturing System, 17(1), 1-22
26.Holland, J., 1975, Adaptation in Natural and Artificial systems, University of Michigan Press: Ann Arbor.
27.Kim, C. B., et al., 1995, Cut-tree construction for facility layout, Computer and Industrial Engineering, 28(4), 721-730.
28.Kim, J. K., and Kim, Y. D., 1995, Graph theoretic heuristics for unequal-sized facility layout problems, International Journal of Management Science, 23(4), 391-401.
29.Kochhar, J. S., and Heragu, S. S., 1999, Facility layout design in a changing environment, International Journal of Production Research, 37(11), 2429-2446.
30.Kusiak, A., and Heragu, S. S., 1987, The facility layout problem, European Journal of Operational Research, 29(2), 229-251.
31.Malakooti, B., and Tsurushima, A., 1989, An expert system using priorities for solving multiple-criteria facility layout problems, International Journal of Production Research, 27(5), 793-808.
32.Meller, R. D., et al., 1999, Optimal facility layout design, Operations Research Letters, 23(3), 117-127.
33.Meller, R. D., and Bozer, Y. A., 1996, A new simulated annealing algorithm for the facility layout problem,International Journal of Production Research, 34(6), 1675-1692.
34.Metropolis, N., et al., 1953, “ Equation of state calculation by fast computing machines,” The Journal of Chemical Physics, 21(6), 1087-1092.
35.Muther, R., 1973, Systematic layout planning, Cahners Books :Boston.
36.O’Brien, C., and Abdel Barr, S. E. Z., 1980, An interactive approach to computer aided facility layout, International Journal of Production Research, 18(2), 201-211.
37.Rao, H. A., et al., 1999, A genetic algorithms-based approach for design of manufacturing systems: an industrial application, International Journal of Production Research, 37(3), 557-580.
38.Sahni, S., and Gonzalez, T., 1976, P-complete approximation problem, Journal of Associated Computing Machinery, 23(3), 555-565.
39.Shang, J. S., 1993, Multicriteria facility layout problem: an integrated approach, European Journal of Operational Research, 66(3), 291-304.
40.Souilah, A., 1995, Simulated annealing for manufacturing systems layout design, European Journal of Operational Research, 82(3), 592-614.
41.Tang C., and Abgel-Malek, L. L., 1996, A framework for hierarchical interactive generation of cellular layout, International Journal of Production Research, 34(8), 2133-2162.
42.Tompkins, J. A., and Reed, R. Jr., 1976, An applied model for the facilities design problem,International Journal of Production Research, 14(5), 583-595.
43.Tsuchiya, K., et al., 1996, A neural network approach to facility layout problems, European Journal of Operational Research, 89(3), 556-563.
44. Vollmann, T. E., and Buffa, E. S., 1966, The facility layout problem in perspective,Management Science, 12(10), 450-468.
45.Wascher, G., and Merker, J., 1997, A comparative evaluation of heuristics for the adjacency problem in facility layout planning, International Journal of Production Research, 35(2), 447-466.
46.Yang, T. H., et al., 2000, Systematic layout planning a study on semiconductor wafer fabrication facilities, International Journal of Operation and Production Management, 20(11), 1359-1371.

指導教授

何應欽(Ying-Chin Ho)

審核日期

2008-7-18

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