A graph-based model to measure structural redundancy for supply chain resilience

Globalisation and lean initiatives increase the vulnerabilities of the supply chains (SC), where disruptions in any plant in a supply chain network (SCN) can propagate throughout the whole SCN. Redundancy is part of the SC re-engineering to improve supply chain resilience (SCRES). This paper presents a conceptual model of an SCN using graph theory, considering the relationships between plants and materials. Based on the model, the structural redundancy of the SCN is measured, which is used to assess SCRES. This assessment approach focuses on the resilience of the SCN against disruptions. Case studies are discussed to illustrate the applicability of this model and show that increasing structural redundancy of the SCN improves SCRES against disruptions.

[1]  Navid Sahebjamnia,et al.  Retail supply chain network design under operational and disruption risks , 2015 .

[2]  Dr A. Alavi,et al.  Statistical Mechanics and its applications , 2007 .

[3]  Sebastián Lozano,et al.  Assessing supply chain robustness to links failure , 2018, Int. J. Prod. Res..

[4]  T. Sawik Selection of resilient supply portfolio under disruption risks , 2013 .

[5]  Mark Stevenson,et al.  Supply chain resilience: definition, review and theoretical foundations for further study , 2015 .

[6]  Alexandre Dolgui,et al.  Leading scholars in Production Research for the 55th volume anniversary of IJPR , 2018, Int. J. Prod. Res..

[7]  M. Christopher,et al.  Building the Resilient Supply Chain , 2004 .

[8]  KwangSup Shin,et al.  Evaluation mechanism for structural robustness of supply chain considering disruption propagation , 2016 .

[9]  Maruf Hossan Chowdhury,et al.  Supply chain resilience: Conceptualization and scale development using dynamic capability theory , 2017 .

[10]  Jingyuan Zhang,et al.  Facts related to August 12, 2015 explosion accident in Tianjin, China , 2015 .

[11]  Hirofumi Matsuo,et al.  Implications of the Tohoku earthquake for Toyota׳s coordination mechanism: Supply chain disruption of automotive semiconductors ☆ , 2015 .

[12]  M. Parast,et al.  A review of the literature on the principles of enterprise and supply chain resilience: Major findings and directions for future research , 2016 .

[13]  Thomas C. Sharkey,et al.  Modeling the impact of unmet demand in supply chain resiliency planning , 2017, Omega.

[14]  Vipul Jain,et al.  Measuring supply chain resilience using a deterministic modeling approach , 2014, Comput. Ind. Eng..

[15]  C. Harland Supply Chain Management: Relationships, Chains and Networks , 1996 .

[16]  M. Parast,et al.  An assessment of supply chain disruption mitigation strategies , 2017 .

[17]  Ferenc Friedler,et al.  Combinatorial Algorithm for Synthesizing Redundant Structures to Increase Reliability of Supply Chains: Application to Biodiesel Supply , 2012 .

[18]  Renbin Xiao,et al.  An ant colony based resilience approach to cascading failures in cluster supply network , 2016 .

[19]  A. Azadeh,et al.  Modelling and improvement of supply chain with imprecise transportation delays and resilience factors , 2014 .

[20]  Stephen C. Graves,et al.  Process Flexibility in Supply Chains , 2003, Manag. Sci..

[21]  D. Ivanov Structural Dynamics and Resilience in Supply Chain Risk Management , 2017 .

[22]  Amanda J. Schmitt,et al.  A Quantitative Analysis of Disruption Risk in a Multi-Echelon Supply Chain , 2011 .

[23]  Cristina López,et al.  The lean and resilient management of the supply chain and its impact on performance , 2018, International Journal of Production Economics.

[24]  Hossein Safari,et al.  Planning for disruptions in supply chain networks , 2018 .

[25]  Sean P. Willems,et al.  Data Set - Real-World Multiechelon Supply Chains Used for Inventory Optimization , 2008, Manuf. Serv. Oper. Manag..

[26]  Young Hae Lee,et al.  ADAPTIVITY OF COMPLEX NETWORK TOPOLOGIES FOR DESIGNING RESILIENT SUPPLY CHAIN NETWORK , 2015 .

[27]  Rodrigo Reyes Levalle,et al.  Resilience by teaming in supply network formation and re-configuration , 2015 .

[28]  Yusoon Kim,et al.  Supply network disruption and resilience: A network structural perspective , 2015 .

[29]  Ruiying Li,et al.  A New Resilience Measure for Supply Chain Networks , 2017 .

[30]  B. V. Gnedenko,et al.  Characteristics of Reliability , 1969 .

[31]  Yuichi Moriguchi,et al.  A graph theory-based methodology for vulnerability assessment of supply chains using the life cycle inventory database , 2018 .

[32]  Maqbool Dada,et al.  A Newsvendor's Procurement Problem when Suppliers Are Unreliable , 2007, Manuf. Serv. Oper. Manag..

[33]  Kevin P. Scheibe,et al.  Supply chain disruption propagation: a systemic risk and normal accident theory perspective , 2018, Int. J. Prod. Res..

[34]  S. Chopra,et al.  Managing Risk To Avoid Supply-Chain Breakdown , 2004 .

[35]  Brian Tomlin,et al.  On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks , 2006, Manag. Sci..

[36]  Stephan M. Wagner,et al.  Assessing the vulnerability of supply chains using graph theory , 2010 .

[37]  Lindu Zhao,et al.  Predicted supply chain resilience based on structural evolution against random supply disruptions , 2014 .

[38]  Rubén J. Sánchez-García,et al.  Spectral characteristics of network redundancy. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[39]  Alexandre Dolgui,et al.  Ripple effect in the supply chain: an analysis and recent literature , 2018, Int. J. Prod. Res..

[40]  S. Chopra,et al.  Supply Chain Management: Strategy, Planning & Operation , 2007 .

[41]  J. Vargas,et al.  Model to assess supply chain resilience , 2016 .

[42]  Stephan M. Wagner,et al.  Bottleneck identification in supply chain networks , 2013 .

[43]  Carlos Mena,et al.  The impact of supply network characteristics on reliability , 2012 .

[44]  Stavros T. Ponis,et al.  Supply chain resilience: definition of concept and its formative elements , 2012 .

[45]  Mark Goh,et al.  Strategic Sourcing Under Supply Disruption Risk , 2018 .

[46]  M. C. Holcomb,et al.  Understanding the concept of supply chain resilience , 2009 .

[47]  Mario Ventresca,et al.  Modeling topologically resilient supply chain networks , 2018, Applied Network Science.

[48]  Dingwei Wang,et al.  Evaluation and Analysis of Logistic Network Resilience With Application to Aircraft Servicing , 2009, IEEE Systems Journal.

[49]  Yong-fei Ma,et al.  A study on the risk control of supply chain under the background of globalization , 2014 .

[50]  Ruhul A. Sarker,et al.  A quantitative model for disruption mitigation in a supply chain , 2017, Eur. J. Oper. Res..

[51]  Steven A. Melnyk,et al.  Understanding supply chain resilience , 2014 .