An analytical method for cost analysis in multi-stage supply chains: A stochastic network model approach

Abstract This paper studies the cost distribution characteristics in multi-stage supply chain networks. Based on the graphical evaluation and review technique, we propose a novel stochastic network mathematical model for cost distribution analysis in multi-stage supply chain networks. Further, to investigate the effects of cost components, including the procurement costs, inventory costs, shortage costs, production costs and transportation costs of supply chain members, on the total supply chain operation cost, we propose the concept of cost sensitivity and provide corresponding algorithms based on the proposed stochastic network model. Then the model is extended to analyze the cost performance of supply chain robustness under different order compensation ability scenarios and the corresponding algorithms are developed. Simulation experiment shows the effectiveness and flexibility of the proposed model, and also promotes a better understanding of the model approach and its managerial implications in cost management of supply chains.

[1]  R. Serfozo.  Basics of Applied Stochastic Processes , 2012 .

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

[3]  Dincer Konur,et al.  Analysis of traffic congestion costs in a competitive supply chain , 2011 .

[4]  Daniel E. Rivera,et al.  Simulation-based optimization of process control policies for inventory management in supply chains , 2006, Autom..

[5]  Rainer Leisten,et al.  From competitive to collaborative supply networks: A simulation study , 2011 .

[6]  Rosnah Mohd Yusuff,et al.  Integrated supply chain planning under uncertainty using an improved stochastic approach , 2011 .

[7]  José Faria,et al.  Cost and quality of service analysis of production systems based on the cumulative downtime , 2010 .

[8]  Biswajit Sarkar,et al.  A production-inventory model with probabilistic deterioration in two-echelon supply chain management , 2013 .

[9]  Reza Zanjirani Farahani,et al.  A genetic algorithm to optimize the total cost and service level for just-in-time distribution in a supply chain , 2008 .

[10]  Young Hoon Lee,et al.  Decomposition heuristic to minimize total cost in a multi-level supply chain network , 2008, Comput. Ind. Eng..

[11]  S. Palaniammal.  Probability and Queueing Theory , 2011 .

[12]  Chang Hwan Lee,et al.  Coordination contracts in the presence of positive inventory financing costs , 2010 .

[13]  Christophe Caux,et al.  A continuous simulation approach for supply chains in the automotive industry , 2007, Simul. Model. Pract. Theory.

[14]  Scott J. Mason,et al.  INTEGRATING THE WAREHOUSING AND TRANSPORTATION FUNCTIONS OF THE SUPPLY CHAIN , 2003 .

[15]  Tiaojun Xiao,et al.  Price competition, cost and demand disruptions and coordination of a supply chain with one manufacturer and two competing retailers , 2008 .

[16]  Gaoji Sun,et al.  An approximation-based approach for fuzzy multi-period production planning problem with credibility objective , 2010 .

[17]  Klaus Neumann,et al.  Heuristic procedures for parallel-machine schedulingproblems with stochastic precedence constraints , 1998, Ann. Oper. Res..

[18]  K. Lai,et al.  Responsive supply chain : A competitive strategy in a networked economy , 2008 .

[19]  Allan H. Marcus,et al.  Systems Analysis And Design Using Network Techniques , 1973 .

[20]  M. Darwish,et al.  Production and shipment lot sizing in a vendor-buyer supply chain with transportation cost , 2007, Eur. J. Oper. Res..

[21]  Turan Paksoy,et al.  Application of fuzzy optimization to a supply chain network design: A case study of an edible vegetable oils manufacturer , 2012 .

[22]  Alan L. Erera,et al.  Impact of Temporary Seaport Closures on Freight Supply Chain Costs , 2006 .

[23]  H. T. Luong,et al.  Effect of the third-party warehouse on bullwhip effect and inventory cost in supply chains , 2010 .

[24]  Yanfeng Ouyang,et al.  Biofuel refinery location and supply chain planning under traffic congestion , 2011 .

[25]  Chong Li,et al.  A stochastic network model for ordering analysis in multi-stage supply chain systems , 2012, Simul. Model. Pract. Theory.

[26]  V. Grover,et al.  Transaction cost framework in operations and supply chain management research: theory and measurement , 2003 .

[27]  A. Alan B. Pritsker,et al.  GERT - Graphical Evaluation and Review Technique , 1966 .

[28]  Benoît Montreuil,et al.  Toward a methodological framework for agent-based modelling and simulation of supply chains in a mass customization context , 2007, Simul. Model. Pract. Theory.

[29]  Sakun Boon-itt,et al.  The role of information technology and supply chain integration on production cost performance , 2009, 2009 IEEE International Conference on Industrial Engineering and Engineering Management.

[30]  Hamid R. Ghasemzadeh,et al.  Modeling and Analysis of Mechanization Projects of Wheat Production by GERT Networks , 2010 .

[31]  E. L. Nichols,et al.  Supply Chain Redesign: Transforming Supply Chains into Integrated Value Systems , 2002 .

[32]  Manju Agarwal,et al.  GERT Analysis of m-Consecutive-k-Out-of-n Systems , 2007, IEEE Trans. Reliab..