Analyzing the impacts of carbon regulatory mechanisms on supplier and mode selection decisions: An application to a biofuel supply chain

International Journal of Production Economics

Volumn 154, Issue , 2014, Pages 198-216

  Palak, Gökçe ^a   Ekşioǧlu, Sandra Duni ^b   Geunes, Joseph ^c  

^a SHENANDOAH UNIVERSITY   (United States)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

^c University of Florida   (United States)

Author keywords

Biomass supply chain operations; Carbon emissions; Economic lot sizing; Forest residues; Supplier selection; Transportation

Indexed keywords

BIOFUELS; CARBON; CARBON DIOXIDE; DIGITAL STORAGE; EMISSION CONTROL; ENERGY UTILIZATION; EXPERIMENTS; FREIGHT TRANSPORTATION; GLOBAL WARMING; MATHEMATICAL MODELS; TRANSPORTATION;

BIOMASS SUPPLY CHAIN; CARBON EMISSIONS; FOREST RESIDUE; LOT SIZING; SUPPLIER SELECTION;

SUPPLY CHAINS;

EID: 84901702264     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2014.04.019     Document Type: Article

References (106)

1. N. Absi, S. Dauzère-Pérès, S. Kedad-Sidhoum, B. Penz, and C. Rapine Lot sizing with carbon emission constraints Eur. J. Oper. Res. 227 2013 55 61
2. Agricultural Marketing Services, 2012. Grain transportation quarterly updates. http://www.ams.usda.gov/AMSv1.0/getfile?dDocName=STELPRDC5100281 .
3. R. Aichele, and G. Felbermayr Kyoto and the carbon footprint of nations J. Environ. Econ. Manag. 63 2012 336 354
4. O. Akgul, A. Zamboni, F. Bezzo, N. Shah, and L. Papageorgiou Optimization-based approaches for bioethanol supply chains Ind. Eng. Chem. Res. 50 2011 4927 4938
5. H. An, W. Wilhelm, and S. Searcy Biofuel and petroleum-based fuel supply chain research a literature review Biomass Bioenergy 35 2011 3763 3774
6. Arikan, E.; Fichtinger, J.; Ries, J.; 2013. Impact of transportation lead-time variability on the economic and environmental performance of inventory systems. Int. J. Prod. Econ.; http://dx.doi.org/10.1016/j.ijpe.2013.06.005
7. M. Arslan, and M. Turkay EOQ revisited with sustainability considerations Found. Comput. Decis. Sci. 38 2013 223 249
8. A. Balakrishnan, and J. Geunes Requirements planning with substitutions exploiting bill-of-materials flexibility in production planning Manuf. Serv. Oper. Manag. 2 2000 166 185
9. I. Barany, J. van Roy, and L. Wolsey Strong formulations for multi-item capacitated lot sizing Manag. Sci. 30 1984 1255 1261
10. J. Bauer, T. Bektas, and T. Crainic Minimizing greenhouse gas emissions in intermodal freight transport an application to rail service design J. Oper. Res. Soc. 61 2010 530 542
11. S. Benjaafar, Y. Li, and M. Daskin Carbon footprint and the management of supply chains insights from simple models IEEE Trans. Autom. Sci. Eng. 10 2013 99 116
12. G. Bitran, and H. Yanasse Computational complexity of the capacitated lot size problem Manag. Sci. 28 1982 1174 1186
13. M. Bonney, and M. Jaber Environmentally responsible inventory models non-classical models for a non-classical era Int. J. Prod. Econ. 133 2011 43 53
14. Y. Bouchery, A. Ghaffari, Z. Jemai, and Y. Dallery Including sustainability criteria into inventory models Eur. J. Oper. Res. 222 2012 229 240
15. 2 emissions of international freight transport and offshoring: measurement and allocation Ecol. Econ. 69 2010 1682 1694
16. California Air Resources Board, 2014. Cap-and-trade program. http://www.arb.ca.gov/cc/capandtrade/capandtrade.htm .
17. F. Caniato, M. Caridi, L. Crippa, and A. Moretto Environmental sustainability in fashion supply chains an exploratory case based research Int. J. Prod. Econ. 135 2012 659 670
18. Center for Climate and Energy Solutions, 2009. Cellulosic ethanol. http://www.c2es.org/technology/factsheet/CellulosicEthanol .
19. Center for Climate and Energy Solutions, 2012. Market mechanisms: understanding the options. http://www.c2es.org/publications/market-mechanisms- understanding-options .
20. A. Chaabane, A. Ramudhin, and M. Paquet Design of sustainable supply chains under the emission trading scheme Int. J. Prod. Econ. 135 2012 37 49
21. X. Chen, S. Benjaafar, and A. Elomri The carbon-constrained EOQ Oper. Res. Lett. 41 2013 172 179
22. T.M. Choi Carbon footprint tax on fashion supply chain systems Int. J. Adv. Manuf. Technol. 68 2013 835 847
23. T.M. Choi Local sourcing and fashion quick response system the impacts of carbon footprint tax Transp. Res. Part E 55 2013 43 54
24. T.M. Choi Optimal apparel supplier selection with forecast updates under carbon emission taxation scheme Comput. Oper. Res. 40 2013 2646 2655
25. S. Chopra, and P. Meindl Supply Chain Management: Strategy, Planning & Operations 2007 Pearson Education, Inc. Upper Saddle River, New Jersey, USA
26. D. Choudhary, and R. Shankar Joint decision of procurement lot-size, supplier selection and carrier selection J. Purch. Supply Manag. 19 2013 16 26
27. Clarke, L.E.; Edmonds, J.A.; Jacoby, H.D.; Pitcher, H.M.; Reilly, J.M.; Richels, R.G.; 2007. Scenarios of greenhouse gas emissions and atmospheric concentrations. http://globalchange.mit.edu/files/document/CCSP-SAP2-1a- FullReport.pdf .
28. Dal Mas, M.; Giarola, S.; Zamboni, A.; Bezzo, F.; 2010. Capacity planning and financial optimisation of the bioethanol supply chain under price uncertainty. In: 20th European Symposium on Computer Aided Process Engineering, vol. 28, pp. 97-102.
29. R. De Mol, M. Jogems, P.V. Beek, and J. Gigler Simulation and optimization of the logistics of biomass fuel collection Neth. J. Agric. Sci. 45 1997 219 228
30. R. Dekker, J. Bloemhof, and I. Mallidis Operations research for green logistics an overview of aspects, issues, contributions and challenges Eur. J. Oper. Res. 219 2012 671 679
31. Department of Transportation, 2010. Transportations role in reducing U.S. greenhouse gas emissions. http://ntl.bts.gov/lib/32000/32700/32779/DOT-Climate- Change-Report-April-2010-Volume-1-and-2.pdf .
32. Du, S.; Ma, F.; Fu, Z.; Zhu, L.; Zhang, J.; 2011. Game-theoretic analysis for an emission-dependent supply chain in a cap-and-trade system. Ann. Oper. Res.; 10.1007/s10479-011-0964-6
33. A. Dunnett, C. Adjiman, and N. Shah Biomass to heat supply chains applications of process optimisation Process Saf. Environ. Prot. 85 2007 419 429
34. Dunnett, A.J.; Adjiman, C.S.; Shah, N.; 2008. A spatially explicit whole-system model of the lignocellulosic bioethanol supply chain: an assessment of decentralised processing potential. Biotechnology for Biofuels 1:13. 10.1186/1754-6834-1-13.
35. S. Eksioglu A primal-dual algorithm for the economic lot-sizing problem with multi-mode replenishment Eur. J. Oper. Res. 197 2009 93 101
36. S. Eksioglu, A. Acharya, L. Leightley, and S. Arora Analyzing the design and management of biomass-to-biorefinery supply chain Comput. Ind. Eng. 57 2009 1342 1352
37. S. Eksioglu, S. Li, S. Zhang, S. Sokhansanj, and D. Petrolia Analyzing impact of intermodal facilities on design and management of biofuel supply chain Transp. Res. Rec.: J. Transp. Res. Board 2191 2010 144 151
38. A. El Saadany, M. Jaber, and M. Bonney Environmental performance measures for supply chains Manag. Res. Rev. 34 2011 1202 1221
39. Environmental Protection Agency, 2006. Greenhouse gas emissions from the U.S. transportation sector 1990-2003. http://www.epa.gov/otaq/climate/420r06003. pdf .
40. Environmental Protection Agency, 2012. Inventory of U.S. greenhouse gas emissions and sinks:1990-2010. http://www.epa.gov/climatechange/Downloads/ ghgemissions/US-GHG-Inventory-2012-Main-Text.pdf .
41. European Commission, 2008. EU action against climate change: leading global action to 2020 and beyond. http://ec.europa.eu/clima/sites/campaign/pdf/ post-2012-en.pdf .
42. J. Fan, X. Guo, D. Marinova, Y. Wu, and D. Zhao Embedded carbon footprint of Chinese urban households structure and changes J. Clean. Prod. 33 2012 50 59
43. M. Florian, and M. Klein Deterministic production planning with concave costs and capacity constraints Manag. Sci. 18 1971 12 20
44. H. Gunnarsson, M. Rönnqvist, and J. Lundgren Supply chain modelling of forest fuel Eur. J. Oper. Res. 158 2004 103 123
45. Helmrich, M.; Jans, R.; van den Heuvel, W.; Wagelmans, A.; 2012. The economic lot-sizing problem with an emission constraint. http://repub.eur.nl/ res/pub/37650/EI2012-41.pdf .
46. Hess, J.R.; Wright, C.T.; Kenney, K.L.; Searchy, E.M.; 2009. Uniform-format solid feedstock supply system: a commodity-scale designing to produce an infrastructure-compatible bulk solid from lignocellulosic biomass. https://inlportal.inl.gov/portal/server.pt/gateway/PTARGS-0-1829-37189-0-0-18/ Executive-Summary-Final-w-cover.pdf .
47. Hoen, K.; Tan, T.; Fransoo, J.; van Houtum, G.; 2010. Effect of carbon emission regulations on transport mode selection in supply chains. http://alexandria.tue.nl/repository/books/672727.pdf .
48. Hoen, K.; Tan, T.; Fransoo, J.; van Houtum, G.; 2012. Effect of carbon emission regulations on transport mode selection under stochastic demand. Flex. Serv. Manuf. J.; http://dx.doi.org/10.1007/s10696-012-9151-6
49. G. Hua, T. Cheng, and S. Wang Managing carbon footprints in inventory management Int. J. Prod. Econ. 132 2011 178 185
50. Y. Huang, C. Chen, and Y. Fan Multistage optimization of the supply chains of biofuels Transp. Res. Part E 46 2010 820 830
51. A. Hugo, and E.N. Pistikopoulos Environmentally conscious long-range planning and design of supply chain networks J. Clean. Prod. 13 2005 1471 1491
52. E. Iakovou, A. Karagiannidis, D. Vlachos, A. Toka, and A. Malamakis Waste biomass-to-energy supply chain management a critical synthesis Waste Manag. 30 2010 1860 1870
53. Ileleji, K.; 2007. Transportation logistics of biomass for industrial fuel and energy enterprises. Presented at 7th Annual Conference on Renewable Energy from Organics Recycling, Indianapolis, IN.
54. 2: moving toward sustainability. http://www.iea.org/textbase/nppdf/free/2009/ transport2009.pdf .
55. International Energy Agency, 2010. Transport energy efficiency. http://www.iea.org/papers/2010/transport-energy-efficiency.pdf .
56. International Transport Forum, 2008. Greenhouse gas reduction strategies in the transport sector: preliminary report. http://www. internationaltransportforum.org/pub/pdf/08ghg.pdf .
57. International Transport Forum, 2010. Reducing transport greenhouse gas emissions: Trends&data 2010. http://www.internationaltransportforum.org/Pub/ pdf/10GHGTrends.pdf .
58. IOWA Department Of Transportation, 2012. Compare... http://www.iowadot. gov/compare.pdf .
59. M. Jaber, C. Glock, and A.E. Saadany Supply chain coordination with emission reduction incentives Int. J. Prod. Res. 51 2013 69 82
60. W. Jaruphongsa, S. Çetinkaya, and C. Lee A dynamic lot-sizing model with multi-mode replenishments polynomial algorithms for special cases with dual and multiple modes IIE Trans. 37 2005 453 467
61. P. Kaminsky, and D. Simchi-Levi Production and distribution lot sizing in a two stage supply chain IIE Trans. 35 2003 1065 1075
62. Kim, J.; Realff, M.; Lee, J.; 2010. Simultaneous design and operation decisions for biorefinery supply chain networks: centralized vs. distributed system. In: Proceedings of the 9th International Symposium on Dynamics and Control of Process Systems, pp. 73-78.
63. N. Kim, M. Janic, and B. van Wee Trade-off between carbon dioxide emissions and logistics costs based on multiobjective optimization Transp. Res. Rec.: J. Transp. Res. Board 2139 2009 107 116
64. K.H. Lee Integrating carbon footprint into supply chain management the case of Hyundai Motor Company (HMC) in the automobile industry J. Clean. Prod. 19 2011 1216 1223
65. M. Mahmoudi, T. Sowlati, and S. Sokhansanj Logistics of supplying biomass from a mountain pine beetle-infested forest to a power plant in British Columbia Scand. J. Forest Res. 24 2009 76 86
66. A. Manne Programming of economic lot sizes Manag. Sci. 4 1958 115 135
67. B. Mansoornejad, V. Chambost, and P. Stuart Integrating product portfolio design and supply chain design for the forest biorefinery Comput. Chem. Eng. 34 2010 1497 1506
68. W. Marvin, L. Schmidt, S. Benjaafar, D. Tiffany, and P. Daoutidis Economic optimization of a lignocellulosic biomass-to-ethanol supply chain Chem. Eng. Sci. 67 2012 68 79
69. McKinsey & Company, 2009. Pathways to a low carbon economy. https://solutions.mckinsey.com/ClimateDesk/default.aspx .
70. McNeel, J.; Wang, J.; Wu, J.; Goff, T.; 2008. Woody biomass sustainability for bioenergy production in West Virginia. http://www.ncfap.org/ documents/BEADII/WVUBiomassGChallengeBEADII.pdf .
71. Mooij, B.; 2011. Finding a Lagrangean lower bound on the emission lot-sizing problem. http://oaithesis.eur.nl/ir/repub/asset/10135/10135-Mooij.pdf .
72. W. Morrow, W. Griffin, and H. Matthews Modeling switchgrass derived cellulosic ethanol distribution in the United States Environ. Sci. Technol. 40 2006 2877 2886
73. 2 emission calculation models for green supply chain management. In: POMS 20th Annual Conference Proceedings. Available at http://www.pomsmeetings.org/ ConfProceedings/011/FullPapers/011-0590.pdf .
74. J. Neto, G. Walther, J. Bloemhof, J. van Nunen, and T. Spengler A methodology for assessing eco-efficiency in logistics networks Eur. J. Oper. Res. 193 2009 670 682
75. S. Pan, E. Ballot, and F. Fontane The reduction of greenhouse gas emissions from freight transport by pooling supply chains Int. J. Prod. Econ. 143 2013 86 94
76. N. Parker, P. Tittmann, Q. Hart, R. Nelson, K. Skog, A. Schmidt, E. Gray, and B. Jenkins Development of a biorefinery optimized biofuel supply curve for the western United States Biomass Bioenergy 34 2010 1597 1607
77. M. Piecyk, and A. McKinnon Forecasting the carbon footprint of road freight transport in 2020 Int. J. Prod. Econ. 128 2010 31 42
78. T. Ranta, and S. Rinne The profitability of transporting uncomminuted raw materials in Finland Biomass Bioenergy 30 2006 231 237
79. P. Ravula, R. Grisso, and J. Cudiff Cotton logistics as a model for a biomass transportation system Biomass Bioenergy 32 2008 314 325
80. Renewable Fuels Association, 2012. Cellulosic ethanol production delayed, but coming. http://www.ethanolrfa.org/news/entry/cellulosic-ethanol-production- delayed-but-coming/ .
81. C. Rizet, M. Browne, E. Cornelis, and J. Leonardi Assessing carbon footprint and energy efficiency in competing supply chains review - case studies and benchmarking Transp. Res. Part D 17 2012 293 300
82. H. Rogner, D. Zhou, R. Bradley, P. Crabbé, O. Edenhofer, B. Hare (Australia), L. Kuijpers, and M. Yamaguchi Introduction B. Metz, O. Davidson, P. Bosch, R. Dave, L. Meyer, Climate Change 2007: Mitigation. Contribution of Working Group III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change 2007 Cambridge University Press Cambridge, United Kingdom and New York, NY, USA 95 116
83. H. Rosič, and W. Jammernegg The economic and environmental performance of dual sourcing a newsvendor approach Int. J. Prod. Econ. 143 2013 109 119
84. S. Sokhansanj, A. Kumar, and A. Turhollow Development and implementation of integrated biomass supply analysis and logistics model (IBSAL) Biomass Bioenergy 30 2006 838 847
85. S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K. Averyt, M. Tignor, and H. Miller Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change 2007 Cambridge University Press Cambridge, United Kingdom and New York, NY, USA
86. J. Song, and M. Leng Analysis of the single period problem under carbon emission policies T.M. Choi, Handbook of Newsvendor Problems: Models, Extensions and Applications vol. 176 2012 Springer New York, NY, USA 297 313
87. S.K. Srivastava Green supply-chain management a state-of-the-art literature review Int. J. Manag. Rev. 9 2007 53 80
88. B. Sundarakani, R. de Souza, M. Goh, S. Wagner, and S. Manikandan Modeling carbon footprints across the supply chain Int. J. Prod. Econ. 128 2010 43 50
89. C. Tang, and S. Zhou Research advances in environmentally and socially sustainable operations Eur. J. Oper. Res. 223 2012 585 594
90. I. Tatsiopoulos, and A. Tolis Economic aspects of the cotton-stalk biomass logistics and comparison of supply chain methods Biomass Bioenergy 24 2003 199 214
91. G. Tembo, F. Epplin, and R. Huhnke Integrative investment appraisal of a lignocellulosic biomass-to-ethanol industry J. Agric. Resour. Econ. 28 2003 611 633
92. Ty, N.; 2011. A variable neighborhood search based heuristic for the lot sizing problem with an emission constraint. http://oaithesis.eur.nl/ir/repub/ asset/10134/10134-Ty.pdf .
93. M. Ulku Dare to care Shipment consolidation reduces not only costs, but also environmental damage Int. J. Prod. Econ. 139 2012 438 446
94. US Department of Energy, 2010. DOE to award $187 million to improve car and truck fuel efficiency. http://apps1.eere.energy.gov/news/news- detail.cfm/news-id=15725 .
95. US Department of Energy - Energy Efficiency and Renewable Energy, 2011. U.S. Billion-Ton Update. http://www1.eere.energy.gov/biomass/pdfs/billion-ton- update.pdf .
96. US Department of Energy - Energy Efficiency and Renewable Energy, 2014. Vehicles. http://energy.gov/eere/transportation/vehicles .
97. US Government Accountability Office, 2008. Carbon offsets: the U.S. voluntary market is growing, but quality assurance poses challenges for market participants. http://www.gao.gov/new.items/d081048.pdf .
98. van den Heuvel, W.; Romeijn, H.; Morales, D.R.; Jans, R.; Wagelmans, A.; 2012. Multi-objective economic lot-sizing models. Working Paper.
99. H. Wagner, and T. Whitin Dynamic version of the economic lot size model Manag. Sci. 5 1958 89 96
100. M. Wahab, S. Mamun, and P. Ongkunaruk EOQ models for a coordinated two-level international supply chain considering imperfect items and environmental impact Int. J. Prod. Econ. 134 2011 151 158
101. F. Wang, X. Lai, and N. Shi A multi-objective optimization for green supply chain network design Decis. Support Syst. 51 2011 262 269
102. M. Wihersaari Evaluation of greenhouse gas emission risks from storage of wood residue Biomass Bioenergy 28 2005 444 453
103. J. Winebrake, J. Corbett, A. Falzarano, J. Hawker, K. Korfmacher, S. Ketha, and S. Zilora Assessing energy, environmental, and economic tradeoffs in intermodal freight transportation J. Air Waste Manag. Assoc. 58 2008 1004 1013
104. Y. Yu, J. Bartle, C. Li, and H. Wu Mallee biomass as a key bioenergy source in western Australia importance of biomass supply chain Energy Fuels 23 2009 3290 3299
105. A. Zamboni, N. Shah, and F. Bezzo Spatially explicit static model for the strategic design of future bioethanol production systems. 1. Cost minimization Energy Fuels 23 2009 5121 5133
106. B. Zhang, and L. Xu Multi-item production planning with carbon cap and trade mechanism Int. J. Prod. Econ. 144 2013 118 127