How Does a Radio Frequency Identification Optimize the Profit in an Unreliable Supply Chain Management?

Competition in business is higher in the electronics sector compared to other sectors. In such a situation, the role of a manufacturer is to manage the inventory properly with optimized profit. However, the problem of unreliability within buyers still exists in real world scenarios. The manufacturer adopts the radio frequency identification (RFID) technology to manage the inventory, which can control the unreliability, the inventory pooling effect, and the investment on human labor. For detecting RFID tags, a reasonable number of readers are needed. This study investigates the optimum distance between any two readers when using the optimum number of readers. As a vendor managed inventory (VMI) policy is utilized by the manufacturer, a revenue sharing contract is adopted to prevent the loss of buyers. The aim of this study is to maximize the profits of a two-echelon supply chain management under an advanced technology system. As the life of electronic gadgets is random, it may not follow any specific type of distribution function. The distribution-free approach helps to solve this issue when the mean and the standard deviation are known. The Kuhn-Tucker methodology and classical optimization are used to find the global optimum solution. The numerical analysis demonstrates that the manufacturer can earn more profit in coordination case after utilizing revenue sharing and the optimum distance between readers optimizing cost related to the RFID system. Sensitivity analysis is performed to check the sensibility of the parameters.

[1]  Mohamed Hefeeda,et al.  A Probabilistic Coverage Protocol for Wireless Sensor Networks , 2007, 2007 IEEE International Conference on Network Protocols.

[2]  Xiaohang Yue,et al.  Information sharing of value-adding retailer in a mixed channel hi-tech supply chain , 2008 .

[3]  M. Goh,et al.  Joint pricing and inventory model for deteriorating items with expiration dates and partial backlogging under two-level partial trade credits in supply chain , 2018, International Journal of Production Economics.

[4]  B. Sarkar,et al.  Application of distribution- free approach in integrated and dual-channel supply chain under buyback contract , 2017 .

[5]  Pedro Paulo Balestrassi,et al.  An experimental approach for developing radio frequency identification (RFID) ready packaging , 2014 .

[6]  Namhun Kim,et al.  Effects of variable production rate on quality of products in a single-vendor multi-buyer supply chain management , 2018, The International Journal of Advanced Manufacturing Technology.

[7]  Kazim Sari,et al.  Exploring the impacts of radio frequency identification (RFID) technology on supply chain performance , 2010, Eur. J. Oper. Res..

[8]  B. Sarkar,et al.  A distribution free newsvendor model with consignment policy and retailer’s royalty reduction , 2018, Int. J. Prod. Res..

[9]  Tiaojun Xiao,et al.  Coordinating price and service level decisions for a supply chain with deteriorating item under vendor managed inventory , 2013 .

[10]  Christoph H. Glock,et al.  On the use of RFID in the management of reusable containers in closed-loop supply chains under stochastic container return quantities , 2014 .

[11]  James C. Chen,et al.  Supply chain management with lean production and RFID application: A case study , 2013, Expert Syst. Appl..

[12]  Arun Kumar Biswal,et al.  Warehouse efficiency improvement using RFID in a humanitarian supply chain: Implications for Indian food security system , 2018 .

[13]  Miodrag Potkonjak,et al.  Coverage problems in wireless ad-hoc sensor networks , 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).

[14]  Biswajit Sarkar Mathematical and analytical approach for the management of defective items in a multi-stage production system , 2019 .

[15]  Jennifer C. Hou,et al.  Maintaining Sensing Coverage and Connectivity in Large Sensor Networks , 2005, Ad Hoc Sens. Wirel. Networks.

[16]  Biswajit Sarkar,et al.  Easy and Improved Algorithms to Joint Determination of the Replenishment Lot Size and Number of Shipments for an Epq Model with Rework , 2013 .

[17]  Biswajit Sarkar,et al.  Manufacturing quality improvement and setup cost reduction in a vendor-buyer supply chain model , 2017 .

[18]  G. Gallego,et al.  The Distribution Free Newsboy Problem: Review and Extensions , 1993 .

[19]  Dongmin Shin,et al.  Controllable lead time, service level constraint, and transportation discounts in a continuous review inventory model , 2016, RAIRO Oper. Res..

[20]  Namhun Kim,et al.  Impact of safety factors and setup time reduction in a two-echelon supply chain management , 2019, Robotics and Computer-Integrated Manufacturing.

[21]  B. Sarkar Supply Chain Coordination with Variable Backorder, Inspections, and Discount Policy for Fixed Lifetime Products , 2016 .

[22]  Sunil Tiwari,et al.  Big data analytics in supply chain management between 2010 and 2016: Insights to industries , 2018, Comput. Ind. Eng..

[23]  Yu-Chung Tsao,et al.  Closed-loop supply chain network designs considering RFID adoption , 2017, Comput. Ind. Eng..

[24]  Alp Ustundag,et al.  The impacts of Radio Frequency Identification (RFID) technology on supply chain costs , 2009 .

[25]  Herbert E. Scarf,et al.  A Min-Max Solution of an Inventory Problem , 1957 .

[26]  B. Sarkar,et al.  Single-vendor multi-buyer game theoretic model under multi-factor dependent demand , 2017 .

[27]  Yan Dong,et al.  A supply chain model of vendor managed inventory , 2002 .

[28]  S. Vaida,et al.  Studies in the Mathematical Theory of Inventory and Production , 1958 .

[29]  Biswajit Sarkar,et al.  An inventory model with reliability in an imperfect production process , 2012, Appl. Math. Comput..

[30]  Leopoldo Eduardo Cárdenas-Barrón,et al.  How does an industry manage the optimum cash flow within a smart production system with the carbon footprint and carbon emission under logistics framework? , 2019, International Journal of Production Economics.

[31]  Biswajit Sarkar,et al.  Optimal batch quantity in a cleaner multi-stage lean production system with random defective rate , 2016 .

[32]  Ruiliang Yan,et al.  Information asymmetry, pricing strategy and firm's performance in the retailer- multi-channel manufacturer supply chain , 2011 .

[33]  A. Luís Osório,et al.  RFID together with multi-agent systems to control global value chains , 2009, Annu. Rev. Control..

[34]  Ilkyeong Moon,et al.  Min-max distribution free continuous-review model with a service level constraint and variable lead time , 2014, Appl. Math. Comput..

[35]  L. Cárdenas-Barrón,et al.  Optimal pricing and lot-sizing policy for supply chain system with deteriorating items under limited storage capacity , 2018, International Journal of Production Economics.

[36]  Stéphane Dauzère-Pérès,et al.  A literature review on the impact of RFID technologies on supply chain management , 2010 .

[37]  Min-Soo Kim,et al.  Multi-stage cleaner production process with quality improvement and lead time dependent ordering cost , 2017 .

[38]  Andrew B. Whinston,et al.  Supply chain information sharing in a macro prediction market , 2006, Decis. Support Syst..