Sustainable supply chain network design: An application to the wine industry in Southern Portugal

Abstract A case study of the wine industry in southern Portugal was conducted to provide a balanced approach to sustainable supply chain network design. A multi-objective model was developed integrating economic, environmental and social dimensions. The economic objectives include profit and revenue maximisation of the focal winery and minimisation of supply chain costs. The environmental objectives comprise minimisation of greenhouse gas emissions and of water consumption in vineyards and winery. The social dimension encompasses maximising employment and the number of suppliers and facilities. The model optimises the capacity of supply chain facilities, the production rate of wine and its combination, the amount of materials and wine that are moved through the supply chain, and selects suppliers. An achievement scalarizing functions approach was applied to the model, with some reference points projected on Pareto frontiers. The results showed that the current supply chain can be reconfigured and become more sustainable.

[1]  Marek Makowski,et al.  Model-Based Decision Support Methodology with Environmental Applications , 2000 .

[2]  Andrzej P. Wierzbicki,et al.  The Use of Reference Objectives in Multiobjective Optimization , 1979 .

[3]  Ahmad Jafarian,et al.  Designing a sustainable closed-loop supply chain network based on triple bottom line approach: A comparison of metaheuristics hybridization techniques , 2014, Eur. J. Oper. Res..

[4]  Farzad Dehghanian,et al.  Designing sustainable recovery network of end-of-life products using genetic algorithm , 2009 .

[5]  Christopher S. Tang,et al.  Research advances in environmentally and socially sustainable operations , 2012, Eur. J. Oper. Res..

[6]  Gerald Rebitzer,et al.  IMPACT 2002+: A new life cycle impact assessment methodology , 2003 .

[7]  Marcus Brandenburg,et al.  Quantitative models for sustainable supply chain management: Developments and directions , 2014, Eur. J. Oper. Res..

[8]  Bruno Agard,et al.  Environmental constraints in joint product and supply chain design optimization , 2014, Comput. Ind. Eng..

[9]  Robert Beauregard,et al.  Designing logistics networks in divergent process industries: A methodology and its application to the lumber industry , 2006 .

[10]  H. Badri,et al.  A two-stage stochastic programming approach for value-based closed-loop supply chain network design , 2017 .

[11]  Navid Sahebjamnia,et al.  Sustainable tire closed-loop supply chain network design: Hybrid metaheuristic algorithms for large-scale networks , 2018, Journal of Cleaner Production.

[12]  Dennis Stindt,et al.  A generic planning approach for sustainable supply chain management - How to integrate concepts and methods to address the issues of sustainability? , 2017 .

[13]  Andreas Otto,et al.  How can supply networks increase firm value? A causal framework to structure the answer , 2009, Logist. Res..

[14]  Fabrizio Bezzo,et al.  Spatially Explicit Multiobjective Optimization for the Strategic Design of First and Second Generation Biorefineries Including Carbon and Water Footprints , 2013 .

[15]  Ana Paula Barbosa-Póvoa,et al.  Planning a sustainable reverse logistics system: Balancing costs with environmental and social concerns , 2014 .

[16]  Turan Paksoy,et al.  The implications of carbon pricing in Australia: An industrial logistics planning case study , 2013 .

[17]  A. Ramudhin,et al.  Design of sustainable supply chains under the emission trading scheme , 2012 .

[18]  Jack R. Meredith,et al.  Building operations management theory through case and field research , 1998 .

[19]  Gilles Goncalves,et al.  A multi-modal supply chain network design for recycling waterway sediments , 2013 .

[20]  David M. McCutcheon,et al.  Conducting case study research in operations management , 1993 .

[21]  Kai Yang,et al.  Multi-objective biogeography-based optimization for supply chain network design under uncertainty , 2015, Comput. Ind. Eng..

[22]  Mir Saman Pishvaee,et al.  Environmental supply chain network design using multi-objective fuzzy mathematical programming , 2012 .

[23]  A. Barbosa‐Póvoa,et al.  Towards supply chain sustainability: economic, environmental and social design and planning , 2015 .

[24]  Yuan Zhou,et al.  A new approach to supply chain network equilibrium models , 2012, Comput. Ind. Eng..

[25]  Mohsen Varsei,et al.  Sustainable Supply Chain Network Design: A Case of the Wine Industry in Australia , 2016 .

[26]  Jacek Malczewski,et al.  An Interactive Approach to the Central Facility Location Problem: Locating Pediatric Hospitals in Warsaw , 2010 .

[27]  Alain Martel,et al.  The design of robust value-creating supply chain networks , 2010, Eur. J. Oper. Res..

[28]  Cory Searcy,et al.  An analysis of metrics used to measure performance in green and sustainable supply chains , 2015 .

[29]  R. K. Pati,et al.  Evolution of sustainability in supply chain management: A literature review , 2017 .

[30]  S. Datta Multi-criteria multi-facility location in Niwai block, Rajasthan , 2012 .

[31]  Stefan Seuring,et al.  A review of modeling approaches for sustainable supply chain management , 2013, Decis. Support Syst..

[32]  Omkar D. Palsule-Desai,et al.  Sustainable supply chain management: Review and research opportunities , 2011 .

[33]  Andrzej P. Wierzbicki,et al.  A parallel multiple reference point approach for multi-objective optimization , 2010, Eur. J. Oper. Res..

[34]  Pierre Dejax,et al.  Sustainable supply chain network design: An optimization-oriented review☆ , 2015 .

[35]  M. Christopher,et al.  Supply Chain Strategy: Its Impact on Shareholder Value , 1999 .

[36]  C. Hwang Multiple Objective Decision Making - Methods and Applications: A State-of-the-Art Survey , 1979 .

[37]  D. Lambert,et al.  SUPPLY CHAIN METRICS. , 2001 .

[38]  A. Barbosa‐Póvoa,et al.  Sustainable supply chains: An integrated modeling approach under uncertainty , 2017, Omega.

[39]  Alexandre Joyce,et al.  The triple layered business model canvas: A tool to design more sustainable business models , 2016 .

[40]  C. Carter,et al.  Sustainable supply chain management: Evolution and future directions , 2011 .

[41]  Gerard George,et al.  Climate change and management , 2014 .

[42]  E. Aghezzaf,et al.  Capacity planning and warehouse location in supply chains with uncertain demands , 2005, J. Oper. Res. Soc..

[43]  Qinghua Zhu,et al.  Accelerating the transition towards sustainability dynamics into supply chain relationship management and governance structures , 2016 .

[44]  Angel B. Ruiz,et al.  An integrated approach for sustainable supply chain planning , 2015, Comput. Oper. Res..

[45]  Samir K. Srivastava,et al.  Green Supply-Chain Management: A State-of-the-Art Literature Review , 2007 .

[46]  C. Hwang,et al.  Fuzzy Multiple Objective Decision Making: Methods And Applications , 1996 .

[47]  Yves Dallery,et al.  Including sustainability criteria into inventory models , 2012, Eur. J. Oper. Res..

[48]  Kannan Govindan,et al.  Supply chain network design under uncertainty: A comprehensive review and future research directions , 2017, Eur. J. Oper. Res..

[49]  George Mavrotas,et al.  Effective implementation of the epsilon-constraint method in Multi-Objective Mathematical Programming problems , 2009, Appl. Math. Comput..

[50]  S. Cholette,et al.  The energy and carbon intensity of wine distribution: A study of logistical options for delivering wine to consumers , 2009 .

[51]  Francisco Saldanha-da-Gama,et al.  Dynamic multi-commodity capacitated facility location: a mathematical modeling framework for strategic supply chain planning , 2006, Comput. Oper. Res..

[52]  T. Drezner,et al.  Competitive supply chain network design: An overview of classifications, models, solution techniques and applications , 2014 .

[53]  Qi Zhang,et al.  Sustainable supply chain optimisation: An industrial case study , 2014, Comput. Ind. Eng..

[54]  Suresh Kumar Jakhar,et al.  Performance evaluation and a flow allocation decision model for a sustainable supply chain of an apparel industry , 2015 .

[55]  J. Sarkis,et al.  Framing Sustainability Performance of Supply Chains with Multidimensional Indicators , 2014 .