A hierarchical approach for evaluating energy trade-offs in supply chains

International Journal of Production Economics

Volumn 146, Issue 2, 2013, Pages 411-422

  Jain, Sanjay ^a   Lindskog, Erik ^b   Andersson, Jon ^b   Johansson, Björn ^b  

^a GEORGE WASHINGTON UNIVERSITY   (United States)

^b CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

Author keywords

Discrete event; Energy; Simulation; Supply chain; System dynamics

Indexed keywords

CLOSED-LOOP SUPPLY CHAIN; DISCRETE EVENTS; ENERGY; HIERARCHICAL APPROACH; HIERARCHICAL SIMULATION; SIMULATION; SYSTEM DYNAMICS; SYSTEM DYNAMICS SIMULATION;

DISCRETE EVENT SIMULATION; ENERGY UTILIZATION; PRODUCT DESIGN;

SUPPLY CHAINS;

EID: 84886717610     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2013.03.015     Document Type: Article

References (59)

1. Alvemark, O.; Persson, F.; 2007. Flödessimulering av livsmedelsproduktion; Syrade mejeriprodukter [Flow Simulation of food production; Fermented dairy products] - A case study within REELIV. Product and Production Development, Chalmers University of Technology, Reproservice.
2. J Andersson, S Skoogh, and B. Johansson Evaluation of methods used for life-cycle assessments in discrete event simulation C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose, A.M. Uhrmacher.; Piscataway 2012 IEEE NJ Available on-line from: 〈http://informs-sim.org/wsc12papers/includes/ files/con394.pdfa>
3. J. Banks, J.S. Carson, B.L. Nelson, and D.M. Nicol Discrete-Event System Simulation 4th ed. 2004 Prentice-Hall Upper Saddle River, New Jersey
4. S. Cholette, and K. Venkat The energy and carbon intensity of wine distribution:a study of logistical options for delivering wine to consumers Journal of Cleaner Production 17 16 2009 1401 1413
5. N. Christensen, and J. Patten Forklift battery pack and charger energy consumption. Green Manufacturing Initiative 2012 Western Michigan University Kalamazoo, MI, USA. Available from: 〈http://www.wmich.edu/ mfe/mrc/greenmanufacturing/pdf/Posters/Borroughs%20Poster.pdfa>
6. Ecoinvent, 2012. Ecoinvent Database. 〈http://www. ecoinvent.org/a> (accessed 1.5.12).
7. ELCD (European Reference Life Cycle Database), 2011. ELCD Core Database Version II. 〈http://lca.jrc.ec.europa.eu/lcainfohub/ datasetArea.vma> (accessed 10.5.12).
8. B. Engquist, P. Lötstedt, and O. Runborg Multiscale Modeling and Simulation in Science 2009 Springer-Verlag Heidelberg, Germany
9. J.E. Fernandez, J. de Cea, and A. Soto A multi-modal supply-demand equilibrium model for predicting intercity freight flows Transportation Research Part B: Methodological 37 7 2003 615 640
10. J.W. Forrester Industrial dynamics: a major breakthrough for decision makers Harvard Business Review 36 4 1958 37 66
11. P. Georgiadis, and M. Besiou Sustainability in electrical and electronic equipment closed-loop supply chains: a system dynamics approach Journal of Cleaner Production 16 15 2008 1665 1678
12. C. Herrmann, S. Thiede, S. Kara, and J. Hesselbach Energy oriented simulation of manufacturing systems - concept and application CIRP Annals - Manufacturing Technology 60 1 2011 45 48
13. E.G. Hertwich, and G.P. Peters Carbon footprint of nations: a global, trade-linked analysis Environmental Science & Technology 43 16 2009 6414 6420
14. Ingvarsson, A.; Johansson, C.; 2006. Flödessimulering av livsmedelsproduktion; Ingemar Johanssons i Sverige AB [Flow Simulation of food production: Ingemar Johansson of Sweden AB] - A case study within REELIV. Product and Production Development, Chalmers University of Technology, Reproservice.
15. Jian, Y.; Jianyan, Y. 2011. Towards a hierarchical supply chain ontology. In: 8th International Conference on Service Systems and Service Management (ICSSSM), June 25-27. doi:10.1109/ICSSSM.2011.5959440.
16. Kibira, D.; Jain, S.; Mclean, C. R. 2009. A system dynamics modeling framework for sustainable manufacturing. In: Proceedings of the 27th Annual System Dynamics Society Conference.
17. S. Kumar, and T. Yamaoka Closed loop supply chains - a study of US and Japanese car industries Human Systems Management 25 2006 51 70
18. H.L. Lam, P. Varbanov, and J. Klemeš Minimising carbon footprint of regional biomass supply chains Resources, Conservation and Recycling 54 2010 303 309
19. M. Larsson, C. Wang, and J. Dahl Development of a method for analysing energy, environmental and economic efficiency for an integrated steel plant Applied Thermal Engineering 26 2006 1353 1361
20. A.M. Law, and W.D. Kelton Simulation Modelling and Analysis 3rd ed. 2000 McGraw-Hill New York
21. Y.H. Lee, M.K. Choa, S.J. Kim, and Y.B. Kim Supply chain simulation with discrete-continuous combined modeling Computers and Industrial Engineering 43 1-2 2002 375 392
22. E. Lindskog, L. Lundh, J. Berglund, T. Lee, Skoogh, and B. Johansson A method for determining the environmental footprint of industrial products using simulation S. Jain, R.R. Creasey, J. Himmelspach, K.P. White, M. Fu, Proceedings of the 2011 Winter Simulation Conference 2011 Institute of Electrical and Electronics Engineers, Inc Piscataway, New Jersey 2136 2147
23. J. Linton, R. Klassen, and V. Jayaraman Sustainable supply chains: an introduction Journal of Operations Management 25 6 2007 1075 1082
24. C.M. Macal, and M.J. North Introductory tutorial: agent-based modeling and simulation S. Jain, R.R. Creasey, J. Himmelspach, K.P. White, M. Fu, Proceedings of the 2011 Winter Simulation Conference 2011 Institute of Electrical and Electronics Engineers, Inc Piscataway, New Jersey 1456 1469
25. H.S. Matthew, C. Hendrickson, and C.L. Weber The importance of carbon footprint estimation boundaries Environmental Science & Technology 42 16 2008 5839 5842
26. MAX, 2008. Klimatbokslut 2008 (Annual Climate Report 2008). 〈http://www.max.se/download/max-klimatbokslut-2008.pdfa> (accessed 1.6.12).
27. McLean, C.R.; S. Jain, T. Lee, C.W. Hutchings. 2012. Technical Guidance for the Specification and Development of Homeland Security Simulation Applications. National Institute of Standards and Technology Technical Note NIST TN-1742. 〈http://www.nist.gov/customcf/get-pdf.cfm?pub-id= 910389a> (accessed 20.7.12).
28. C.R. McLean, and S. Leong A framework for standard modular simulation E. Yücesan, C.-H. Chen, J.L. Snowdon, J.M. Charnes, Proceedings of the 2002 Winter Simulation Conference 2002 Institute of Electrical and Electronics Engineers, Inc Piscataway, New Jersey 1613 1620
29. Mölndal Energi, 2012. Klimatkompensation [Carbon offsetting]. 〈http://www.molndalenergi.se/MILJ%C3%96/ V%C3%A5rtmilj%C3%B6arbete/Klimatkompensation/tabid/568/Default.aspxa> (accessed 1.6.12).
30. B. Ness, E. Urbel-Piirsalu, S. Anderberg, and L. Olsson Categorising tools for sustainability assessment Ecological Economics 60 2007 498 508
31. E.W.T. Ngai, C.K.M. To, V.S.M. Ching, L.K. Chan, M.C.M. Lee, Y.S. Choi, and P.Y.F. Chai Development of the conceptual model of energy and utility management in textile processing: a soft systems approach International Journal of Production Economics 135 2012 607 617
32. 2 impact of a strategic decision: an automotive industry case study International Journal of Production Economics 140 2012 138 148
33. P. Parry, J. Martha, and G. Grenon The energy-efficient supply chain Strategy+Business 47 Summer 2007 10
34. C.D. Pegden, and D.T. Sturrock Introduction to Simio C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose, A.M. Uhrmacher, Proceedings of the 2012 Winter Simulation Conference 2012 IEEE Piscataway, NJ Available on-line from: 〈http://informs-sim.org/wsc12papers/includes/files/vdrp102. pdfa>
35. Persson, D.; Karlsson, J.; 2007. Flödessimulering av livsmedelsproduktion; Kiviks Musteri AB [Flow Simulation of food production; Kiviks Musteri AB] - A case study within REELIV. Product and Production Development, Chalmers University of Technology, Reproservice.
36. A.C. Price, and M.H. Ross Reducing industrial electricity costs - an automotive case study The Electricity Journal 2 6 1989 40 51
37. J. Quariguasi Frota Neto, J.M. Bloemhof-Ruwaard, J.A.E.E. van Nunen, and E. van Heck Designing and evaluating sustainable logistics networks International Journal of Production Economics 111 2008 195 208
38. Reap, J.; Bras, B.; Newcomb, P.J.; Carmichael, C.; 2003. Improving life cycle assessment by including spatial, dynamic and place-based modeling. In: Proceedings of 2003 ASME Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Paper No. 48140. New York, NY: ASME.
39. G. Reiner Customer-oriented improvement and evaluation of supply chain processes supported by simulation models International Journal of Production Economics 96 3 2005 381 395
40. 2 emissions Resources Policy 21 3 1995 199 214
41. J. Sarkis A boundaries and flows perspective of green supply chain management Supply chain management: An International Journal 17 2 2012 202 216
42. T. Schriber, D. Brunner, and J. Smith How discrete simulation software works and why it matters C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose, A.M. Uhrmacher, Proceedings of the 2012 Winter Simulation Conference 2012 IEEE Piscataway, NJ Available on-line from: 〈http://informs-sim. org/wsc12papers/includes/files/inv218.pdfa>
43. Skoogh, A.; Johansson, B.; Hansson, L. 2011. Data requirements and representation for simulation of energy consumption in production systems. In: Proceedings of CIRP Manufacturing Systems 2011.
44. L. Smith, and P. Ball Steps towards sustainable manufacturing through modelling material, energy and waste flows International Journal of Production Economics 140 2012 227 238
45. W. Song, H. Li, L. Guo, P. Yan, Y. Li, and J. Feng Analysis on energy-saving and CO2 emissions reduction in BOF steelmaking by substituting limestone for lime to slag 2011 International Conference on Materials for Renewable Energy & Environment (ICMREE) 1 2011 991 994 10.1109/ICMREE.2011. 5930968
46. J. Sterman Business Dynamics: Systems Thinking and Modeling for Complex World 2000 Irwin McGraw-Hill Boston, MA
47. B. Sundarakani, R. de Souza, M. Goh, S.M. Wagner, and S. Manikandan Modeling carbon footprints across the supply chain International Journal of Production Economics 128 2010 43 50
48. Supply Chain Council Inc.; 2010. Supply chain operations reference (SCOR) model overview - version 10. Available from: 〈https:// supply-chain.org/f/SCOR-Overview-Web.pdfa>.
49. A.A. Tako, and S. Robinson The application of discrete event simulation and system dynamics in the logistics and supply chain context Decision Support Systems 52 4 2012 802 815
50. S. Thiede, Y. Seow, J. Andersson, and B. Johansson Environmental aspects in manufacturing system modelling and simulation - State of the art and research perspectives CIRP Journal of Manufacturing Science and Technology 6 1 2013 78 87
51. A.J.C. Trappey, C.V. Trappey, C.-T. Hsiao, J.J.R. Ou, and C.-T. Chang System dynamics modelling of product carbon footprint life cycles for collaborative green supply chains International Journal of Computer Integrated Manufacturing 25 2012 934 945
52. U.S.DoE, 2007. Mining industry bandwidth study. U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy, Industrial Technologies Program, June 2007. Available from: 〈http:// www1.eere.energy.gov/manufacturing/industries-technologies/mining/pdfs/ mining-bandwidth.pdfa> (accessed 22.6.12)
53. J.P. van den Berg, and W.H.M. Zijm Models for warehouse management: classification and examples International Journal of Production Economics 59 1-3 1999 519 528
54. J. Venkateswaran, and Y.J. Son Hybrid system dynamic - discrete event simulation-based architecture for hierarchical production planning International Journal of Production Research 43 20 2005 4397 4429
55. D. Vlachos, P. Georgiadis, and E. Iakovou A system dynamics model for dynamic capacity planning of remanufacturing in closed-loop supply chains Computers & Operations Research 34 2006 367 394
56. C.L. Weber, and H.S. Matthews Quantifying the global and distributional aspects of American household carbon footprint Ecological Economics 66 2008 379 391
57. N. Weinert, S. Chiotellis, and G. Seliger Methodology for planning and operating energy-efficient production systems CIRP Annals - Manufacturing Technology 60 2011 41 44
58. WRI/WBCSD Corporate Value Chain (Scope 3) Accounting and Reporting Standard 2011 World Resources Institute and World Business Council for Sustainable Development 978-1-56973-772-9
59. XJ TechnologiesCompany Ltd. 2012. AnyLogic. 〈http:// www.xjtek.coma>.