Greening the food supply chain: an optimisation model for sustainable design of refrigerated automated warehouses

An optimisation model for the sustainable design of refrigerated automated storage and retrieval systems is proposed, which takes into account specific features of the food supply chain, such as temperature control. Rack configuration as well as surfaces and volumes of the cold cell are conjointly optimised in order to minimise the total yearly cost of the automated storage facility, introducing energy requirements both for refrigeration and picking operations explicitly, other than investment costs. Crane plus satellite systems are modelled in order to enable deep lane solutions and space savings, as suitable for cold storage. The model allows a deep analysis of the impact of supply chain decision variables, such as the facility location, the storage temperature and the incoming product temperature on costs, energy use and carbon dioxide emissions, so that storage facilities attributes for supply chain design models can be properly assessed to re-optimise the whole cold chain. The design problem is modelled and solved by Constraint Programming in order to easily manage non-linear functions.

[1]  Antonella Meneghetti,et al.  Sustainable storage assignment and dwell-point policies for automated storage and retrieval systems , 2013 .

[2]  T. Garnett Where are the best opportunities for reducing greenhouse gas emissions in the food system (including the food chain) , 2011 .

[3]  Marc Goetschalckx,et al.  Research on warehouse design and performance evaluation: A comprehensive review , 2010, Eur. J. Oper. Res..

[4]  Yavuz A. Bozer,et al.  Design and Performance Models for End-of-Aisle Order Picking Systems , 1990 .

[5]  C. James,et al.  The food cold-chain and climate change , 2010 .

[6]  F. Eldemir,et al.  New cycle time and space estimation models for automated storage and retrieval system conceptualization , 2004 .

[7]  Savvas A. Tassou,et al.  A review of emerging technologies for food refrigeration applications , 2010 .

[8]  Renzo Akkerman,et al.  Quality, safety and sustainability in food distribution: a review of quantitative operations management approaches and challenges , 2010, OR Spectr..

[9]  Joseph Sarkis,et al.  Sustainable benchmarking of supply chains: the case of the food industry , 2012 .

[10]  C. Searcy,et al.  A literature review and a case study of sustainable supply chains with a focus on metrics , 2012 .

[11]  Peter J. Byrne,et al.  Greening the Irish Food Market Supply Chain through Minimal Carbon Emission: An Integrated Multi-Objective Location-Routing Approach , 2012 .

[12]  Peter J. Byrne,et al.  A solution method for a two-layer sustainable supply chain distribution model , 2015, Comput. Oper. Res..

[13]  Mehmet Soysal,et al.  Modelling food logistics networks with emission considerations: The case of an international beef supply chain , 2014 .

[14]  Yugang Yu,et al.  Designing an optimal turnover-based storage rack for a 3D compact automated storage and retrieval system , 2009 .

[15]  Guimei Zhang,et al.  Improving the structure of deep frozen and chilled food chain with tabu search procedure , 2003 .

[16]  Charles J. Malmborg Rule of thumb heuristics for configuring storage racks in automated storage and retrieval systems design , 2001 .

[17]  Antonella Meneghetti,et al.  Multiple-weight unit load storage assignment strategies for energy-efficient automated warehouses , 2014 .

[18]  R. Manzini,et al.  The new conceptual framework for food supply chain assessment , 2013 .

[19]  Durk-Jouke van der Zee,et al.  Simulation modelling for food supply chain redesign; integrated decision making on product quality, sustainability and logistics , 2009 .

[20]  Antonella Meneghetti,et al.  Enabling industrial symbiosis by a facilities management optimization approach , 2012 .

[21]  Hirotaka Nakayama,et al.  Trade-off analysis for optimal design of automated warehouses , 1980 .

[22]  John Elkington,et al.  Partnerships from cannibals with forks: The triple bottom line of 21st‐century business , 1998 .

[23]  Hing Kai Chan,et al.  Sustainable food supply chain management , 2014 .

[24]  anonymous,et al.  Comprehensive review , 2019 .

[25]  Angel Ruiz,et al.  Models for automated storage and retrieval systems: a literature review , 2012 .

[26]  Peter J. Byrne,et al.  A case analysis of a sustainable food supply chain distribution system—A multi-objective approach , 2014 .

[27]  R. (M.) B. M. de Koster,et al.  Optimal storage rack design for a 3-dimensional compact AS/RS , 2005 .

[28]  Hark Hwang,et al.  ECONOMIC DESIGN OF REFRIGERATED AUTOMATED STORAGE AND RETRIEVAL SYSTEMS , 1999 .

[29]  Peter J. Byrne,et al.  Integrated low-carbon distribution system for the demand side of a product distribution supply chain: a DoE-guided MOPSO optimiser-based solution approach , 2014 .

[30]  Jesus René Villalobos,et al.  Application of planning models in the agri-food supply chain: A review , 2009, Eur. J. Oper. Res..

[31]  Meir J. Rosenblatt,et al.  A COMBINED OPTIMIZATION AND SIMULATION APPROACH FOR DESIGNING AUTOMATED STORAGE/RETRIEVAL SYSTEMS , 1993 .

[32]  R. Akkerman,et al.  An optimization approach for managing fresh food quality throughout the supply chain , 2011 .

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

[34]  Toby Walsh,et al.  Handbook of Constraint Programming , 2006, Handbook of Constraint Programming.

[35]  Yavuz A. Bozer,et al.  Travel-Time Models for Automated Storage/Retrieval Systems , 1984 .

[36]  Kees Jan Roodbergen,et al.  A survey of literature on automated storage and retrieval systems , 2009, Eur. J. Oper. Res..

[37]  C. Searcy,et al.  A comparative literature analysis of definitions for green and sustainable supply chain management , 2013 .

[38]  Michael Bourlakis,et al.  Firm size and sustainable performance in food supply chains: Insights from Greek SMEs , 2014 .

[39]  Hark Hwang,et al.  Travel-time models considering the operating characteristics of the storage and retrieval machine , 1990 .

[40]  S. Zanoni,et al.  Chilled or frozen? Decision strategies for sustainable food supply chains , 2012 .

[41]  Ludo Gelders,et al.  A microcomputer-based optimization model for the design of automated warehouses , 1985 .

[42]  J. Bloemhof-Ruwaard,et al.  A Review on Quantitative Models for Sustainable Food Logistics Management , 2012 .

[43]  Stefan Seuring,et al.  Sustainable supply chain management practices and dynamic capabilities in the food industry: A critical analysis of the literature , 2014 .

[44]  Peter Baker,et al.  Warehouse design: A structured approach , 2009, Eur. J. Oper. Res..

[45]  Giuseppe Aiello,et al.  Simulation analysis of cold chain performance based on time–temperature data , 2012 .