Overview of Dynamic Facility Layout Planning as a Sustainability Strategy

The facility layout design problem is significantly relevant within the business operations strategies framework and has emerged as an alternate strategy towards supply chain sustainability. However, its wide coverage in the scientific literature has focused mainly on the static planning approach and disregarded the dynamic approach, which is very useful in real-world applications. In this context, the present article offers a literature review of the dynamic facility layout problem (DFLP). First, a taxonomy of the reviewed papers is proposed based on the problem formulation current trends (related to the problem type, planning phase, planning approach, number of facilities, number of floors, number of departments, space consideration, department shape, department dimensions, department area, and materials handling configuration); the mathematical modeling approach (regarding the type of model, type of objective function, type of constraints, nature of market demand, type of data, and distance metric), and the considered solution approach. Then, the extent to which recent research into DFLP has contributed to supply chain sustainability by addressing its three performance dimensions (economic, environmental, social) is described. Finally, some future research guidelines are provided.

[1]  Chang-Lin Yang,et al.  A genetic algorithm for dynamic facility planning in job shop manufacturing , 2011 .

[2]  Seyed Jafar Sadjadi,et al.  A robust approach to design a single facility layout plan in dynamic manufacturing environments using a permutation-based genetic algorithm , 2016 .

[3]  Pupong Pongcharoen,et al.  A tool for solving stochastic dynamic facility layout problems with stochastic demand using either a Genetic Algorithm or modified Backtracking Search Algorithm , 2017 .

[4]  Gary Yu-Hsin Chen,et al.  Dynamic Facility Layout with Multi-Objectives , 2014, Asia Pac. J. Oper. Res..

[5]  Saeed Emami,et al.  Managing a new multi-objective model for the dynamic facility layout problem , 2013 .

[6]  Ada Che,et al.  Novel integer linear programming models for the facility layout problem with fixed-size rectangular departments , 2018, Comput. Oper. Res..

[7]  T. S. Lee,et al.  Performance Analysis of Intelligent Robust Facility Layout Design , 2017 .

[8]  Hasan Hosseini-Nasab,et al.  A hybrid particle swarm optimisation for dynamic facility layout problem , 2013 .

[9]  D. Rogers,et al.  A framework of sustainable supply chain management: moving toward new theory , 2008 .

[10]  Michael H. Hu,et al.  Simulated annealing based parallel genetic algorithm for facility layout problem , 2011 .

[11]  Hamed Samarghandi,et al.  Metaheuristics for fuzzy dynamic facility layout problem with unequal area constraints and closeness ratings , 2013 .

[12]  Michal Tzur,et al.  A new MILP approach for the facility process-layout design problem with rectangular and L/T shape departments , 2014 .

[13]  Sandeep Singhal,et al.  Implementation of fuzzy TOPSIS methodology in selection of procedural approach for facility layout planning , 2017 .

[14]  M. Ghobakhloo,et al.  Industry 4.0, digitization, and opportunities for sustainability , 2020 .

[15]  Abdullah Konak,et al.  A large-scale hybrid simulated annealing algorithm for cyclic facility layout problems , 2015 .

[16]  Sadan Kulturel-Konak,et al.  Approaches to uncertainties in facility layout problems: Perspectives at the beginning of the 21st Century , 2007, J. Intell. Manuf..

[17]  Frederic Marimon,et al.  A Systematic Literature Review. Relationships between the Sharing Economy, Sustainability and Sustainable Development Goals , 2020 .

[18]  Kai Li,et al.  Web of Science use in published research and review papers 1997–2017: a selective, dynamic, cross-domain, content-based analysis , 2017, Scientometrics.

[19]  Janet Godsell,et al.  Supply Chain Configurations in the Circular Economy: A Systematic Literature Review , 2017 .

[20]  Eleonora Bottani,et al.  Sustainable Supply Chain and Innovation: A Review of the Recent Literature , 2018, Sustainability.

[21]  Gökay Akkaya,et al.  A new hybrid heuristic algorithm based on bacterial foraging optimization for the dynamic facility layout problem , 2018, Expert Syst. Appl..

[22]  M. Zeinali,et al.  Tabu search heuristic for efficiency of dynamic facility layout problem , 2015 .

[23]  Emad Roghanian,et al.  Parallel variable neighborhood search for solving fuzzy multi-objective dynamic facility layout problem , 2013 .

[24]  Mehdi Seifbarghy,et al.  A novel meta-heuristic algorithm for multi-objective dynamic facility layout problem , 2016, RAIRO Oper. Res..

[25]  Abdullah Konak,et al.  A problem evolution algorithm with linear programming for the dynamic facility layout problem - A general layout formulation , 2017, Comput. Oper. Res..

[26]  Berna Haktanirlar Ulutas,et al.  Dynamic facility layout problem in footwear industry , 2015 .

[27]  Weiping Chen,et al.  A new optimization model to support a bottom-up approach to facility design , 2010, Comput. Oper. Res..

[28]  Ángel Ortiz Bas,et al.  A systematic literature review of cloud computing use in supply chain integration , 2019, Comput. Ind. Eng..

[29]  Ana Paula F. D. Barbosa-Póvoa,et al.  Opportunities and challenges in sustainable supply chain: An operations research perspective , 2017, Eur. J. Oper. Res..

[30]  Sachin S. Kamble,et al.  Sustainable Industry 4.0 framework: A systematic literature review identifying the current trends and future perspectives , 2018, Process Safety and Environmental Protection.

[31]  Hamidreza Navidi,et al.  Dynamic Facility Layout Problem: A New Bilevel Formulation and Some Metaheuristic Solution Methods , 2015, IEEE Transactions on Engineering Management.

[32]  Surya Prakash Singh,et al.  Integrating big data analytic and hybrid firefly-chaotic simulated annealing approach for facility layout problem , 2018, Ann. Oper. Res..

[33]  Simon Ford,et al.  Additive manufacturing and sustainability: an exploratory study of the advantages and challenges , 2016 .

[34]  Tobias Schoenherr,et al.  The thematic landscape of literature in sustainable supply chain management (SSCM): A review of the principal facets in SSCM development , 2018 .

[35]  Satish Vadlamani,et al.  Hybrid imperialist competitive algorithm, variable neighborhood search, and simulated annealing for dynamic facility layout problem , 2014, Neural Computing and Applications.

[36]  Mohammad Mahdi Paydar,et al.  A Simulated Annealing for Intra-Cell Layout Design of Dynamic Cellular manufacturing Systems with Route Selection, purchasing Machines and Cell Reconfiguration , 2013, Asia Pac. J. Oper. Res..

[37]  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 .

[38]  Ghorbanali Moslemipour,et al.  A review of intelligent approaches for designing dynamic and robust layouts in flexible manufacturing systems , 2012 .

[39]  Vahid Majazi Dalfard,et al.  A new intelligent algorithm for dynamic facility layout problem in state of fuzzy constraints , 2013, Neural Computing and Applications.

[40]  Hossein Neghabi,et al.  A new linear adjacency approach for facility layout problem with unequal area departments , 2015 .

[41]  Artak Hakobyan,et al.  Heuristics for the dynamic facility layout problem with unequal-area departments , 2010, Eur. J. Oper. Res..

[42]  Henri Pierreval,et al.  Facility layout problems: A survey , 2007, Annu. Rev. Control..

[43]  Steve Evans,et al.  Industrial sustainability: challenges, perspectives, actions , 2013 .

[44]  Yu Xue,et al.  Combining Wang-Landau sampling algorithm and heuristics for solving the unequal-area dynamic facility layout problem , 2017, Eur. J. Oper. Res..

[45]  V. R. Ghezavati,et al.  Developing a mathematical model for the dynamic facility layout problem considering material handling system and optimizing it using cloud theory-based simulated annealing algorithm , 2019, SN Applied Sciences.

[46]  Sunil Mithas,et al.  Information Technology and Sustainability: Evidence from an Emerging Economy , 2018 .

[47]  Hasan Hosseini-Nasab,et al.  Classification of facility layout problems: a review study , 2018 .

[48]  Ahmed Azab,et al.  Mathematical modeling and multi-start search simulated annealing for unequal-area facility layout problem , 2018, Expert Syst. Appl..

[49]  Hasan Selim,et al.  Facility layout using weighted association rule-based data mining algorithms: Evaluation with simulation , 2012, Expert Syst. Appl..

[50]  Xiaoxiao Wei,et al.  Optimizing facility layout planning for reconfigurable manufacturing system based on chaos genetic algorithm , 2019, Production & Manufacturing Research.

[51]  Hamidreza Navidi,et al.  A heuristic approach on the facility layout problem based on game theory , 2012 .

[52]  Ying Tang,et al.  An Optimization Method for the Remanufacturing Dynamic Facility Layout Problem with Uncertainties , 2015 .

[53]  Kuan Yew Wong,et al.  Solving unequal-area static and dynamic facility layout problems using modified particle swarm optimization , 2017, J. Intell. Manuf..

[54]  M. Tseng,et al.  A literature review on green supply chain management: Trends and future challenges , 2019, Resources, Conservation and Recycling.

[55]  Salaheddine Bendak,et al.  Dynamic facilities planning model for large scale construction projects , 2019, Automation in Construction.

[56]  Craig R. Carter,et al.  Mapping the Path Forward for Sustainable Supply Chain Management: A Review of Reviews , 2018, Journal of Business Logistics.

[57]  Sara Ojeda-Benítez,et al.  Sustainable Supply Chain Management—A Literature Review on Emerging Economies , 2020 .

[58]  Tian Zeng,et al.  An Improved Genetic Algorithm Based Robust Approach for Stochastic Dynamic Facility Layout Problem , 2018 .

[59]  Gary Yu-Hsin Chen A new data structure of solution representation in hybrid ant colony optimization for large dynamic facility layout problems , 2013 .

[60]  Javad Nematian,et al.  A robust single row facility layout problem with fuzzy random variables , 2014 .

[61]  Sadan Kulturel-Konak,et al.  The zone-based dynamic facility layout problem , 2019, INFOR Inf. Syst. Oper. Res..

[62]  Juan-José Alfaro-Saiz,et al.  A Conceptual Framework to Manage Resilience and Increase Sustainability in the Supply Chain , 2020, Sustainability.

[63]  Krishna K. Krishnan,et al.  Design of robust layout for Dynamic Plant Layout Problems , 2011, Comput. Ind. Eng..

[64]  Reza Tavakkoli-Moghaddam,et al.  A multi-objective particle swarm optimisation algorithm for unequal sized dynamic facility layout problem with pickup/drop-off locations , 2012 .

[65]  Reza Tavakkoli-Moghaddam,et al.  Solving a group layout design model of a dynamic cellular manufacturing system with alternative process routings, lot splitting and flexible reconfiguration by simulated annealing , 2012, Comput. Oper. Res..

[66]  Bruno S. Silvestre,et al.  Advancing social sustainability in supply chain management: Lessons from multiple case studies in an emerging economy , 2018, Journal of Cleaner Production.

[67]  Alan R. McKendall,et al.  New Tabu search heuristics for the dynamic facility layout problem , 2012 .

[68]  Xianzhong Dai,et al.  A revised electromagnetism-like mechanism for layout design of reconfigurable manufacturing system , 2012, Comput. Ind. Eng..

[69]  Jerzy Grobelny,et al.  A novel version of simulated annealing based on linguistic patterns for solving facility layout problems , 2017, Knowl. Based Syst..

[70]  Syed Mithun Ali,et al.  Evaluating strategies for environmental sustainability in a supply chain of an emerging economy , 2020 .

[71]  Henri Pierreval,et al.  Dynamic facility layout problem based on open queuing network theory , 2017, Eur. J. Oper. Res..

[72]  Reza Tavakkoli-Moghaddam,et al.  Solving a multi-floor layout design model of a dynamic cellular manufacturing system by an efficient genetic algorithm , 2014 .

[73]  Mostafa Abedzadeh,et al.  Dynamic facility layout problem based on flexible bay structure and solving by genetic algorithm , 2013 .

[74]  Surya Prakash Singh,et al.  A similarity score-based two-phase heuristic approach to solve the dynamic cellular facility layout for manufacturing systems , 2017 .

[75]  Pupong Pongcharoen,et al.  Performance improvement of Teaching-Learning-Based Optimisation for robust machine layout design , 2018, Expert Syst. Appl..

[76]  M. Sir,et al.  A multi-objective mixed-integer programming model for a multi-floor facility layout , 2013 .

[77]  Hani Pourvaziri,et al.  A hybrid multi-population genetic algorithm for the dynamic facility layout problem , 2014, Appl. Soft Comput..

[78]  Mir Saman Pishvaee,et al.  A survey on multi-floor facility layout problems , 2017, Comput. Ind. Eng..

[79]  Xin Tan,et al.  Research on Dynamic Facility Layout Problem of Manufacturing Unit Considering Human Factors , 2018 .