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研究生: 曾銘凱
Tseng, Ming-Kai
論文名稱: 不確定性對再製造系統的影響
The Impact of Uncertainties on the Remanufacturing System
指導教授: 蘇哲平
口試委員: 吳政鴻
廖崇碩
學位類別: 碩士
Master
系所名稱: 工學院 - 工業工程與工程管理學系
Department of Industrial Engineering and Engineering Management
論文出版年: 2012
畢業學年度: 100
語文別: 中文
論文頁數: 99
中文關鍵詞: 再製造隨機最佳化共用元件
外文關鍵詞: remanufacturing, stochastic optimization, common component
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  • 本研究建構一個回收再製造系統中包含市場需求、回收品質與再製造不確定性之動態隨機最佳化模型。在系統中回收共用核心元件的庫存將製造成兩種不同產品分別提供高階產品需求與低階產品需求,本研究假設企業有三個倉庫分別存放回收的共用核心元件,經過再製造後供給高階市場的高階產品與經過再製造後供給低階市場的低階產品,在每一期企業必須觀察三種庫存後依據不同市場的需求做出決策,決策回收共用元件數量、再製造高階產品數量、再製造低階產品數量、決策供給高階產品數量與供給低階產品數量。 研究結果之動態最佳化策略將與兩種常見的市場管理策略進行比較並且針對不確定性對決策與系統績效表現的影響進行討論。


    This paper presents a dynamic stochastic optimization model to manage the remanufacturing system facing the uncertainties in demand, recycle quantity, and remanufacturing yield. In this model, two product types are remanufactured from a recycled core common component to satisfied high-end and low-end demand. There are three inventory types in the system. They are core common component, high-end finished product and low-end finished product. In each period, manager has to observe each type of the inventories and decides how many core common components to recycle, how many high-end and low-end products to remanufacture, and how many high-end and low-end products to sell under different market conditions to maximize profit. The performance of dynamic policy is compared against two common practices. How different uncertainties impact the decisions and system performances are also discussed.

    第一章 緒論 1.1 研究動機 1.2 研究目的 1.3 研究方法與步驟 1.4 研究架構 第二章 文獻探討 2.1 再製造系統 2.2 元件共用與共通性 2.3 產品銷售與營運決策 2.4 小結 第三章 問題描述與模式建構 3.1 問題描述與假設 3.2 問題模式之參數與決策變數 3.3 數學模式建構 3.4 求解數學模式之演算法 3.5 求解結果輸出 第四章 模型驗證與比較 4.1 執行系統環境與邏輯 4.2 程式驗證與模擬比較 4.2.1 EMplant系統模型建立 4.2.2 參數假設 4.2.3 系統正確性驗證 4.3 動態最佳化決策與常見決策比較 4.3.1 Fixed Market Sale Policy 4.3.2 Base Stock Level Policy 4.4 模擬績效比較 第五章 討論 5.1 變異數模型結果觀察與分析(Case 1) 5.2 平均數模型結果觀察與分析(Case 2) 5.3 交互作用模型結果觀察與分析(Case 3) 5.4 小結 第六章 延伸:求解效率改 6.1 求解演算法 6.2 求解Gradient Base演算法步驟 6.3 結果討論 第七章 結論與未來研究 7.1 結論 7.2 未來研究 參考文獻

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