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Design of RFID-enabled Aircraft Reverse Logistics Network Simulation

Title:

Design of RFID-enabled Aircraft Reverse Logistics Network Simulation

Adetiloye, Kehinde Oluyemisi (2012) Design of RFID-enabled Aircraft Reverse Logistics Network Simulation. Masters thesis, Concordia University.

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Abstract

The reverse logistics (RL) of aircrafts pose a big challenge to its owners due to the complexity of its RL network, and the inherit problems of realizing a reliable system for efficiently monitoring and tracking the numerous parts of end-of-life (EOL) aircrafts in the RL network. Radio frequency identification (RFID) technology, through its automatic and wireless data capture capability, offers great potential for counteracting this problem. Although widespread and cost-effective, traditional barcode system, unlike RFID technology, requires manual scanning and line-of-sight for its use.

In this research, thorough review of literature was conducted to identify the technological and economical impacts of RFID technology in both forward and RL network, and the knowledge acquired was employed to develop a scenario based approach for determining suitable RFID solutions for use in different sections of the EOL aircraft RL network. Process maps for case-level barcode tagging, item-level RFID tagging, case-level RFID tagging and pallet-level RFID tagging in EOL aircraft RL were developed and simulated in Arena simulation software in order to comparatively analyze the Return-On-Investment (ROI) of the different RFID technology levels.

The results of our research, focusing on passive RFID technology, demonstrate that use of RFID technology in EOL aircraft RL network offers great potential compared to barcode system; however, the high initial investment cost of RFID technology deployment may necessitate proper planning, such as business process re-engineering (BPR), tag reuse and phased implementation, to achieve more positive ROI.


Divisions:Concordia University > Faculty of Engineering and Computer Science > Concordia Institute for Information Systems Engineering
Item Type:Thesis (Masters)
Authors:Adetiloye, Kehinde Oluyemisi
Institution:Concordia University
Degree Name:M.A. Sc.
Program:Quality Systems Engineering
Date:September 2012
Thesis Supervisor(s):Awasthi, Anjali and Hammad, Amin
Keywords:Reverse logistics, EOL aircrafts, Radio Frequency Identification (RFID), Simulation model, ROI.
ID Code:974802
Deposited By:KEHINDE OLUYEMI ADETILOYE
Deposited On:25 Oct 2012 11:35
Last Modified:25 Oct 2012 11:35
References:
Airbus. (2008). The Airbus way: Towards Eco-Efficiency and Sustainable Development. Environmental, Social and Economic report. Retrieved July 12, 2012, from http://www.airbus.com/fileadmin/media_gallery/files/brochures_publications/Airbus_-_EnvironmentSocialEconomic_-_report2008.pdf

Aircraft Fleet Recycling Association (AFRA). (2009). Best Management Practice for Management of Used Aircraft Parts and Assemblies version 2.0. AFRA. Retrieved April 2, 2012, from http://www.afraassociation.org/AFRAPartsBMPv2_2.pdf

Airframer Index. (2012). Boeing 787 Dreamliner. Retrieved 04 16, 2012, from http://www.airframer.com/pdf_progs/airframer_prog8.pdf

Arena Variables Guide. (2005). Rockwell Software Inc.
Banks, J., Carson, J.S., Nelson, B.L., and Nicol, D.M. (2010). Discrete-Event System Simulation. (5th, Ed.) New Jersey: Pearson Education, Inc.

Banks, J., Hanny, D., Pachano, M.A and Thompson, L.G. (2007). RFID Applied. John Wiley & Sons, Inc.

Beamon, B.M. (1998). Supply chain design and analysis: Models and methods. International Journal of Production Economics, 55, 281-294.

Becker, J. V. (2010). A model based approach for calculating the process driven business value of RFID investments. International Journal of Production Economics, 127, 358-371.

Bottani, E. and Rizzi, A. (2008). Economic assessment of the impact of RFID technology and EPC system on the fast-moving consumer goods supply chain. International Journal of Production Economics, 112, 548-569.
Business dictionary. (n.d.). Retrieved June 20, 2012, from http://www.businessdictionary.com

Cambel, D.M. and Embley, D.W. (1987). Graphical Query Formulation for an Entity Relationship Model. Data and Knowledge Engineering, 2(2), 89-121.

Chang, Y.S, Chang, H.O., Whang, Y.S., Lee, J.J, Kwon, J.A, Kang, M.S and Park, J.S. (2006). Development of RFID enabled Aircraft maintenace system. Proceedings of IEEE International Conference on Industrial Informatics, (pp. 224-229). Singapore.

Collins, J. (2005, December 23). KPN to use RFID to track phones. Retrieved August 12, 2012, from RFID Journal: http://www.rfidjournal.com/article/view/2061/1

Demirel, N.Ö and Gökçen, H. (2008). A mixed integer programming model for remanufacturing in reverse logistic environment. Int J Adv Manuf Technol , 39, 1197–1206.

Directive 2000/53/EC of the European Parliament and COUNCIL of 18 September 2000 on end-of life vehicles. (n.d.). Retrieved January 14, 2012, from http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=CONSLEG:2000L0053:20050701:EN:PDF

Fleisch, E. and Tellkamp C. (2005). Inventory inaccuracy and supply chain performance: a simulation study of a retail supply chain. International Journal of Production Economics, 95, 373-385.

Garrison, R.H, Noreen E.W., Brewer, P.C. (2009). Managerial Accounting (13th ed.). McGraw-Hill Irwin.

Harun, K., Cheng, K. and Wibbelmann, M. (2008). RFID-enabled aerospace manufacturing: theoretical Models, simulation and implementation issues. Proceedings of the IEEE IEEM, (pp. 1824 - 1829 ). Singapore.

Heese, H. (2007). Inventory record inaccuracy, double margination, and RFID adoption. Production and Operations Management 16(5), 542-328.

Hoshino, T., Yura, K., and Hitomi, K. (1995). Optimization analysis for recycle-oriented manufacturing systems. International Journal of Production Research, 33(8), 2069-78.

Karagiannaki, A., Katerina, P. and Doukidis G. (2010). Using simulation to design and evaluate RFID implementation in the supply chain. Processings of Operation Research Society Simulation Workshop. Worcestershire.

Kelton, W. D., Sadowski, R. P., and Sturrock, D. T. (2004). Simulation with Arena (3rd ed.). New York: McGraw Hill.

Kelton, W.D., Sadowski, R.P., and Sadowski, D.A. (2009). Simulation with Arena. (2nd, Ed.) McGraw Hill.
Khan M.A, Sharma, A. and Brahmandha, P.R. (2009). Survey of RFID tags. International Journal of Recent Trends in Engineering, 1(4), 68-71.

Kim, H.S. and Sohn, S.Y. (2009). Cost of ownership model for the RFID logistics system applicable to u-city.
European Journal of Operational Research, 194, 406-417.

Lee, C.K.M and Chan, T.M. (2009). Development of RFID-based Reverse Logistics System. Expert Systems with Applications, 36, 9299-9307.

Lee, I. and Lee, B. (2010). An investment evaluation of supply chain RFID technologies: A normative modeling approach. International Journal Production Economics, 125, 313-323.

Lee, Y.M., Cheng, F. and Leung, Y.T. (2004). Exploring the impact of RFID on supply chain dynamics. Proceedings of the 2004 Winter Simulation Conference, (pp. 1145-1152). Washington.

Leung, Y.T, Cheng, F., Lee, Y. M. and Hennessy, J.J. (2007). A Tool Set for Exploring the Value of RFID in a Supply Chain in Trends in: Supply Chain Design and Management. Springer Series in Advanced Manufacturing, pp. 49-70.

Lu, W., Huang, G.Q. and Li, H. (2011). Scenarios for applying RFID technology in construction project management. Automation in Construction, 20, 101-106.

New aerospace centre to study recycling aircraft parts opens near Montreal. (2011, November 25). Retrieved January 15, 2012, from The Guardian: http://www.theguardian.pe.ca/ Business/2011-11-24/article-2814883/New-aerospace-centre-to-study--recycling-aircraft-parts-opens-near-Montreal/1

Poon T.C, Choy, K.L. , Chow, H. K.H , Lau, H.C.W., Chanm, F.T.S., Ho, K.C. (2009). A RFID case-based logistics resource management system for managing order-picking operations in warehouses. Expert Systems with Applications, 36, 8277–8301.

Ramudhin, A., Paquet, M., Artiba, A.,Dupré, P., Varvaro, D., and Thomson, V. (2008). A generic framework to support the selection of an RFID-based control system with application to the MRO activities of an aircraft engine manufacturer. Production Planning and Control, 19(2), 183-196.

Roberti, M. (2004, August 9). DOD releases final RFID policy. (RFID Journals) Retrieved January 22, 2012, from RFID Journal: http://www.rfidjournal.com/article/view/1080

Roberti, M. (2005, June 30). FAA to publish passive RFID policy. Retrieved August 12, 2012, from RFID Journal: http://www.rfidjournal.com/article/articleview/1695/1/1/

Roberti, M. (2005, October 7). Navy tests RFID for reverse logistics. (RFID Journal) Retrieved January 22, 2012, from RFID Journal: http://www.rfidjournal.com/article/view/1910

Rogers, D.S and Tibben-Lembke, R.S. (1998). Going Backwards: Reverse Logistics Trends and Practices. Reno, Nevada: Reverse Logistics Executive Council.

Roh, J.J., Kunnathur, A. and Tarafdar, M. . (2009). Classification of RFID adoption: An expected benefits approach. Information and Management, 46(6), 357-363.
Rossetti, M. (2010). Simulation Modeling and Arena. Hoboken: John Wiley & Sons.

Sarac, A., Absi, N., and Dauzère-Pérè, S. (2008). A simulation approach to evaluate the impact of introducing RFID technology in a three-level supply chain. Proceedings of Winter Simulation Conference. Miami.

Sarac, A., Absi, N., and Dauzère-Pérè, S. (2010). A literature review on the impact of RFID technologies on supply chain management. International Journal of Production Economics, 128, 77-95.

Schwalbe K. (2010). Information technology management. (6th, Ed.) Boston: Cengage Learning.

Shih, L.H. (2001). Reverse logistics system planning for recycling electrical appliances and computers in Taiwan. Elsevier Resources, Conservation and Recyling, 32, 55-72.

Sounderpandian, J.,Boppana, R.V. and Chalasani, S. (2008). Models for Cost-Benefit Analysis of RFID Implementations in Retail Stores. IEEE Systems Journal, 1, 388-398.

Souza, R., Goh, M., Sundarakani, B., Wai, W.T., Toh, K. and Yong, W. (2011). Return on investment calculator for RFID ecosystem of high tech company. Computers in Industry, 62, 820-829.

Spengler, T., Puckert, H., Penkuhn T., Rentz, O. . (1997). Environmental integrated production and recycling management. European Journal of Operations Research, 97, 308-306.

Storey, V.C. (1991). Relationship database design based on the Entity-Relationship model. Data and Knowledge Engineering, 7(1), 47-83.

Su, Y. and Roan, J. (2011). Investigating the impacts of RFID application on supply chain dynamics with Chaos theory. WSEAS Transaction on Information Science and Application, 8(1).

Swarnkar, R. and Harding, J.A. (2009). Modelling and optimisation of a product recovery network. International Journal of Sustainable Engineering, 2(1), 40–55.

Swedberg, C. (2012, January 11). Boeing to launch RFID programs for Airlines in Febuary. Retrieved September 13, 2012, from RFID Journal: http://www.rfidjournal.com/ article /view/9107

Szmerekovsky, J.G and Zhang, J. (2008). Coordination and adoption of item-level RFID with vendor managed inventory. International Journal of Production Economics, 114 , 388– 398.

Tajima, M. (2007). Strategic value of RFID in supply chain management . Journal of Purchasing and Supply Management, 13(4), 261-273.

Trappey, A.J.C, Trappey, C.V and Wu, C. (2010). Genetic algorithm dynamic performance evaluation for RFID reverse logistic management. Expert Systems with Applications, 37, 7329-7335.

Tu, Y., Zhou, W. and Piramuthu, S. (2009). Identifying RFID-embedded objects in pervasive healthcare applications. Decision Support Systems, 46, 586-593.

Tzeng, S., Chen, W. and Pai, F. (2008). Evaluating the business value of RFID: Evidence from five case studies. International Journal of Production Economics, 112, 601-613.

Uçkun, C. Karaesmen, F., and Savas, S. (2008). Investment in improved inventory accuracy in a decentralized supply chain. International Journal of Production Economics, 113, 546–566.

Uzsoy, R. (1997). Production planning for companies with product recovery and re-manufacturing capability. Proceedings of the International Symposium on Electronics and the Environment. San Francisco.

Véronneau, S. and Roy, J. (2009). RFID benefits, costs, and possibilities: The economical analysis of RFID deployment in a cruise corporation globalservice supply chain. International Journal of Production Economics, 122, 692–702.
Wal-Mart Opts for EPC Class 1, V2. (2003, November 5). (RFID Journal) Retrieved January 22, 2012, from http://www.rfidjournal.com/article/view/641

Wamba, S.F., Lefebvre, L.A., Bendavid, Y., and Lefebvre E. (2008). Exploring the impact of RFID technology and the EPC network on mobile B2B eCommerce: A case study in the retail industry. International Journal of Production Economics, 112, 614-629.

Wang, C., Even, J., Adams, S. (1995). A mixed-integer linear model for optimal processing and transport of secondary materials. Resource, Conservation and Recycling, 15, 65-78.

Wang, S., Liu, S. and Wang, W. (2008). The simulated impact of RFID-enabled supply chain on pull-based inventory replenishment in TFT-LCD industry. International Journal of Production Economics, 112, 570-586.

Wyld D.C. (2006). RFID 101: the next big thing. Management Research News, 29(4), 154 - 173.

Zarei, M., Mansoud, S., Kashan, A.H., and Karimi, B. (2010). Designing a Reverse Logistics Network for End-of-Life Vehicles Recovery. Hindawi Publishing Corporation Mathematic Problems in Engineering, 16.

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