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研究生: 陳弘翔
Hung-Hsiang Chen
論文名稱: 利用設計結構矩陣建構智慧化ERP
指導教授: 高信培
Hsing-Pei Kao
口試委員:
學位類別: 碩士
Master
系所名稱: 管理學院 - 工業管理研究所
Graduate Institute of Industrial Management
論文出版年: 2018
畢業學年度: 106
語文別: 中文
論文頁數: 44
中文關鍵詞: 企業資源規劃人工智慧設計結構矩陣
外文關鍵詞: Enterprise Resource Planning, Artificial Intelligence, Design Structure Matrix
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  • 隨著全球化的發展,ERP系統需整合生產、銷售、庫存、財務、人資等各個面向的資源,將原本分屬不同功能的部門轉換成流程導向的作業整合,因此ERP系統在企業中扮演著重要的腳色。但隨著工業4.0的到來,企業在生產過程中需智慧化,並追求更快速的即時回應,才能達到現今市場的需求,因此企業經營的環境更加激烈,所面臨的問題與複雜度非過去能比擬。
    在現今的科技發展中,人工智慧(Artificial Intelligence, AI)已可透過學習過往的經驗來解決生活上頻繁且簡易的工作,因此在具有人工智慧功能的ERP系統中,人力操作頻繁的工作內容,將可由人工智慧處理。在一些例行性的顧客服務與維護作業,AI可給予最佳的建議,以達到優化的功能,並降低整體的營運成本。
    設計結構矩陣(Design Structure Matrix, DSM)已被廣泛用於流程管理、產品設計與開發,其可將複雜的流程進行視覺化分析,使的整個流程較易辨識先後,可為企業在決策上提供有效的使用方法。本研究首先將人工智慧導入ERP系統中,隨著人工智慧的導入,具有人工智慧功能的ERP系統內部流程將大幅改變,各個模組間的交互關係將有新的流程,進而以設計結構矩陣設計流程,由設計結構矩陣設計出來的流程當成建構系統的基本架構,進而設計智慧化ERP系統。


    With the development of globalization, Enterprise Resource Planning (ERP) system needs to integrate all resources (e.g., production, sales, inventory, finance, human resources). So that the function-oriented department change into process-oriented operations. ERP system plays an important role in the enterprise. With the advent of Industry 4.0, enterprise needs to be intelligent in the production process, and pursue immediate response to achieve market demand. So the business environment is more intense and the problems are more complicated.
    In the technology development, Artificial Intelligence (AI) has been able to solve the frequent work by learning past experience. Therefore, the frequent operation of human work will be responsible for the AI in the ERP system. In some routine customer service and maintenance operations, AI can give the best advice to optimize the functionality and reduce overall operating costs.
    Design Structure Matrix (DSM) has been widely used in process management, product design and development. DSM let complex processes to do visual analysis, so that the whole entire process easier to identify, and can provide the effective method of the enterprise in decision making. The study implements artificial intelligence in the ERP system at first. With the implementation of AI, internal processes of ERP system will significantly change. The interaction between the modules will create the new process, and then design the new process by DSM. According to the process designs by DSM, it is the basic structure to build the new system, and then design intelligent ERP system.

    中文摘要 i Abstract ii 目錄 iii 圖目錄 v 表目錄 vi 一、緒論 1 1-1 研究背景與動機 1 1-2 研究目的與方法 1 1-3 研究架構 2 二、文獻探討 3 2-1 企業資源規劃(ERP) 3 2-1-1 智慧化ERP發展緣由 3 2-1-2 ERP系統的架構與功能 4 2-1-3 ERP 階層 6 2-1-4 智慧ERP系統架構 7 2-2 人工智慧 8 三、研究方法 9 3-1 方法架構 9 3-2 設計結構矩陣(DSM) 10 3-2-1 DSM的簡介 10 3-2-2 DSM的建模流程 10 3-2-3 DSM的解讀 11 3-2-4 DSM中的四種互動關係 12 3-2-5 DSM的四種類型 12 3-2-6 DSM 分析法 13 3-3 設計結構矩陣發展 18 四、方法應用 20 4-1 ERP流程應用於設計結構矩陣 20 4-2 ERP流程智慧化 25 4-3 智慧化ERP模組 26 4-4 流程與智慧化模組的相互關係 27 五、結論與建議 31 5-1 結論 31 5-2 未來研究方向與建議 32 參考文獻 33

    期刊文獻:
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    網際網路:
    1. SAP S/4HANA 1610 Product Scope Guide, Oct. 2016.:https://www.sap.com/documents/2016/10/e2c060ba-927c-0010-82c7-eda71af511fa.html
    2. The Design Structure Matrix Website:http://www.dsmweb.org/en/understand-dsm/tutorials-overview/descripton-design-structre.html
    3. Wellers D., J. Woods, D. Jendroska, C. Koch “Why Machine Learning and Why Now?”:https://www.sap.com/documents/2017/05/de7cfb6d-b97c-0010-82c7-eda71af511fa.html

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