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| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 蔡益坤 | |
| dc.contributor.author | Ju-I Huang | en |
| dc.contributor.author | 黃如頤 | zh_TW |
| dc.date.accessioned | 2021-06-13T03:16:57Z | - |
| dc.date.available | 2009-07-31 | |
| dc.date.copyright | 2006-07-31 | |
| dc.date.issued | 2006 | |
| dc.date.submitted | 2006-07-31 | |
| dc.identifier.citation | References
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EPCglobal, “EPC Value Model for Consumer Products”, Version 1.0, 2005 13. Fleisch, E., Tellkamp, C., “Inventory Inaccuracy and Supply Chain Performance: a Simulation Study of a Retail Supply Chain”, International Journal of Production Economics, 2005. 14. Gruen T.W., Corsten D.S., and Bharadwaj S., “Retail Out of Stocks: A Worldwide Examination of Extent, Causes, and Consumer Responses”, Emory University research paper, 2002. 15. Hsu, P.C., “Study for Dynamics of Inventory Policy and Inventory Cost - An example of XX company”, Master’s Thesis, National Sun Yat-Sen University, 2003 16. Huang, G.Q., Lau, S.K., and Mak, K.L., “The Impacts of Sharing Production Information on Supply Chain Dynamics: a Review of the Literature”, International Journal of Production Research, Vol. 41, No. 7, pp. 1483–1517, 2003 17. Iglehart, D.L., and Morey, R.C., “Inventory Systems with Imperfect Asset Information,” Management Science, Vol. 18, pp. 388-394, 1972. 18. Joshi, Y.V., “Information Visibility and Its Effect on Supply Chain Dynamics”, Master’s Thesis, MIT, June 2000 19. Kang, Y. and Gershwin, S.B., “Information Inaccuracy in Inventory Systems – Stock Loss and Stockout,” Working Paper, MIT, 2004. 20. Kök, A.G., and Shang, K.H., “Replenishment and Inspection Policies for Systems with Inventory Record Inaccuracy,” Duke University Working Paper, 2006. 21. Lahiri, S., RFID Sourcebook, Prentice Hall, 2005. 22. Lee Y.M., Cheng F. and Leung Y.T., “Exploring The Impact of RFID On Supply Chain Dynamics”, Proceedings of the 2004 Winter Simulation Conference, 2004. 23. Lee, H.L. and Ozer O., “Unlocking the Value of RFID”, Stanford University Graduate School of Business Working Paper, 2005 24. Lee, H.L., Padmanabhan, V., and Whang, S. “The Bullwhip Effect in Supply Chains”, Sloan Management Review, spring, pp. 93-102, 1997 25. Liao, C.J and Shyu, C.H., “An analytical determination of lead time with normal demand”, Int. J. Opns Prod. Mgmt, Vol. 11, pp 72-78 , 1991 26. Manish, B. and Shahram, M., RFID Field Guide: Deploying Radio Frequency Identification Systems, Prentice Hall, 2005 27. Moran, J.H., McFarlane, D., and Milne, P.T., “Use Case approach for determining the impact of Auto-ID implementations on Business Information Systems”, MIT Auto-ID Center White Paper, 2003 28. Milne, P.T., “Auto-ID Business Use-Case Framework (A-Biz)”, MIT Auto-ID Center White Paper, 2003 29. Moran, H.J., Ayub S. and McFarlane D., “Auto-ID Use Case: Improving Inventory Visibility in a Retail Company – Impact on Existing Procedures and Information Systems”, 2003 30. Riddalls, C.E., Bennett, S., and Tipi, N.S., “Modelling the dynamics of supply chains”, International Journal of Systems Science, Vol. 31, pp. 969–976, 2000. 31. Raman, A., DeHoratius, N., and Ton, Z., “Execution: The Missing Link in Retail Operations”, California Management Review, Vol. 43, pp. 136–52, 2001. 32. Raman, A. and DeHoratius, N., “ Inventory Record Inaccuracy: An Empirical Analysis”, University of Chicago Graduate School of Business Working Paper, 2004 33. Silver, E.A. and Peterson, R., “Decision Systems for Inventory Management and Production Planning”, John Wiley, New York, 1985. 34. Sterman, D.J., Business Dynamics – Systmes Thinkinmg and Modelling for a Complex World, McGraw Hill, International Edition, 2004 | |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/31661 | - |
| dc.description.abstract | Radio Frequency Identification (RFID) has been widely regarded as a revolutionary technology for supply chain management in the coming years. Thanks to its capability of tracking goods in real time, RFID provides an unprecedented visibility to supply chains, which is believed to bring about a considerable number of benefits such as reduction of labor costs, increase of product availability, speedup of the checkout time in retail counters, and improvement of supply chain coordination. Among the many proposed applications, inventory management in retail stores has been commonly identified as one critical application of RFID. Although business consultants and academic researchers are highly interested in the estimation and assessment of the benefits and values of RFID deployed in retail stores, most of their figures and claims are based on certain simple assumptions rather than numerical simulation models.
This thesis aims at investigating the impacts of deploying RFID on general retail stores, which have been suffering from a variety of inventory management problems such as obsolete goods, internal and external theft, and process failure which are all the primary causes of inventory inaccuracy. We start with understanding how RFID can influence the fundamental operating characteristics of a typical retail system. Via simulation modeling that applies the concept of System Dynamics, we observe how the influences in the operating characteristics, for example, inventory accuracy, can be of help to achieve the refinement of replenishment planning and decisions. Through various modeling schemes, we accordingly appraise the value of introducing RFID into the replenishment process. As the simulation results shown in this research, under different scenarios using RFID could bring in different values for the retail store. On the other hand, by way of amending replenishment policies it is possible to compensate the absence of RFID to a certain degree. It is certain that the overall cost issue of adopting RFID could not be ignored either. | en |
| dc.description.provenance | Made available in DSpace on 2021-06-13T03:16:57Z (GMT). No. of bitstreams: 1 ntu-95-R93725020-1.pdf: 3063961 bytes, checksum: 5c58974ea76ee5018e36f14d2482d758 (MD5) Previous issue date: 2006 | en |
| dc.description.tableofcontents | TABLE OF CONTENT
LIST OF FIGURES VII LIST OF TABLES IX CHAPTER 1 INTRODUCTION 1 1.1 MOTIVATION 2 1.2 OBJECTIVES 3 1.3 THESIS FRAMEWORK 4 CHAPTER 2 LITERATURE REVIEW 6 2.1 PROCESSES IN RETAIL STORES 6 2.2 THE OVERVIEW OF RFID TECHNOLOGY 8 2.2.1 RFID Systems 8 2.2.2 EPCglobal Network 10 2.2.3 The Comparisons between Barcode and RFID 13 2.2.4 The Value of RFID 13 2.2.5 RFID Opportunities 14 2.3 BUSINESS PROBLEMS AND INVENTORY INACCURACY 14 2.3.1 Shrinkage 14 2.3.1.1 Current Techniques to Prevent Shrinkage 16 2.3.1.2 Shrinkage Only 17 2.3.1.3 Transaction Errors 17 2.3.2 Misplacement 18 2.3.3 Obsolescence 19 2.3.4 Inventory Inaccuracy 20 2.3.5 Out-of-Stock 23 2.4 SYSTEM DYNAMICS 25 2.5 POWERSIM STUDIO 27 2.5.1 Features 28 2.5.2 Introduction to Powersim™ Notations and Interface 28 CHAPTER 3 RESEARCH METHOD 30 3.1 PROBLEM ARTICULATION 33 3.1.1 Theme 33 3.2 INVENTORY REPLENISHMENT 33 3.2.1 Causal Loop Diagram 35 3.3 REFLECTIONS ON PRIOR RESEARCH 36 3.4 INVENTORY MANAGEMENT 41 3.4.1 Inventory Order Policy 41 3.4.2 Order Quantity 42 3.4.3 Lead Time 43 3.5 SIMULATION MODEL FOR INVENTORY REPLENISHMENT 44 3.5.1 Inventory Replenishment Related Cost Model 50 3.5.2 Purchase Cost Subsystem 51 3.5.3 Ordering Cost Subsystem 52 3.5.4 Inventory Holding Cost 54 3.5.5 Out-of-Stock Cost 55 3.5.6 Performance Indices Subsystem 57 3.6 PARAMETER SETTINGS UNDER VARIOUS SITUATIONS 60 CHAPTER 4 SCENARIO DESIGN 62 4.1 PRODUCT WITH GROWING DEMAND 64 4.1.1 Growing Demand - Comparisons of RFID and non-RFID enhanced 65 4.1.1.1 (s, S) – Fixed Lead Time 66 4.1.1.2 (s, S) – Uncertain Lead Time 68 4.1.1.3 (S, R) – Fixed Lead Time 70 4.1.1.4 (S, R) – Uncertain Lead Time 72 4.1.2 Growing Demand - Comparisons of Improved Performances on Policies 74 4.2 SEASONAL PRODUCT 76 4.2.1 Seasonal Product – Comparisons of RFID and non-RFID enhanced 77 4.2.1.1 (s, S) – Fixed Lead Time 77 4.2.1.2 (s, S) – Uncertain Lead Time 79 4.2.1.3 (S, R) – Fixed Lead Time 81 4.2.1.4 (S, R) – Uncertain Lead Time 83 4.2.2 Seasonal Product – Comparisons of Improved Performances on Policies 84 4.3 COMPARISONS BETWEEN POLICIES 86 4.3.1 Product with Growing Demand 86 4.3.2 Seasonal Product 88 4.4 DISCUSSIONS 89 4.4.1 Compensation Techniques for non-RFID Situations 91 CHAPTER 5 CONCLUSIONS AND FUTURE WORK 92 5.1 CONTRIBUTIONS 92 5.2 FUTURE WORK 93 REFERENCES 95 | |
| dc.language.iso | en | |
| dc.title | 無線射頻技術對零售業存貨管理的影響之研究 | zh_TW |
| dc.title | Assessing the Impacts of RFID on Inventory Management -
A Simulation Study for the Retail Industry | en |
| dc.type | Thesis | |
| dc.date.schoolyear | 94-2 | |
| dc.description.degree | 碩士 | |
| dc.contributor.oralexamcommittee | 陳靜枝,蔣明晃 | |
| dc.subject.keyword | 無線射頻,存貨管理, | zh_TW |
| dc.subject.keyword | RFID,Inventory Management, | en |
| dc.relation.page | 97 | |
| dc.rights.note | 有償授權 | |
| dc.date.accepted | 2006-07-31 | |
| dc.contributor.author-college | 管理學院 | zh_TW |
| dc.contributor.author-dept | 資訊管理學研究所 | zh_TW |
| 顯示於系所單位： | 資訊管理學系 | |
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