The impact of depot location, fleet composition and routing on emissions in city logistics

Transportation Research Part B: Methodological

Volumn 84, Issue , 2016, Pages 81-102

  Koç, Çağri ^a,b   Bektaş, Tolga ^b   Jabali, Ola ^a   Laporte, Gilbert ^a  

^a HEC MONTRÉAL   (Canada)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

Adaptive large neighborhood search metaheuristic; City logistics; CO2 emissions; Fuel consumption; Heterogeneous fleet; Location routing

Indexed keywords

BENCHMARKING; CARBON DIOXIDE; COSTS; CRASHWORTHINESS; FLEET OPERATIONS; FUEL CONSUMPTION; FUELS; LOCATION; OPTIMIZATION; VEHICLES;

ADAPTIVE LARGE NEIGHBORHOOD SEARCHES; CITY LOGISTICS; CUSTOMER DISTRIBUTION; HETEROGENEOUS FLEET; HETEROGENEOUS VEHICLES; KEY PERFORMANCE INDICATORS; LOCATION-ROUTING; METAHEURISTIC;

COST BENEFIT ANALYSIS;

CARBON EMISSION; FUEL CONSUMPTION; HEURISTICS; LOCATION DECISION; LOGISTICS; NEIGHBORHOOD; ROUTING; TRAFFIC EMISSION; URBAN TRANSPORT;

EID: 84953425794     PISSN: 01912615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trb.2015.12.010     Document Type: Article

References (75)

1. Albareda-Sambola M., Díaz J.A., Fernández E. A compact model and tight bounds for a combined location-routing problem. Computers & Operations Research 2005, 32:407-428.
2. Albareda-Sambola M. Location-routing and location-arc routing problems. Location Science 2015, 399-418. Springer, Berlin-Heidelberg. G. Laporte, S. Nickel, F. Saldanha da Gama (Eds.).
3. Baldacci R., Battarra M., Vigo D. Routing a heterogeneous fleet of vehicles. The Vehicle Routing Problem: Latest Advances and New Challenges 2008, 1-25. Springer, New York. B.L. Golden, S. Raghavan, E.A. Wasil (Eds.).
4. Barreto S. Análise e modelização de problemas de localização-distribuição (Analysis and Modelling of Location-routing Problems) 2004, (Ph.d. thesis). University of Aveiro, Aveiro, Portugal.
5. 2 impacts of traffic congestion. Transportation Research Record: Journal of the Transportation Research Board 2008, 2058:163-171.
6. Barth M., Boriboonsomsin K. Energy and emissions impacts of a freeway-based dynamic eco-driving system. Transportation Research Part D 2009, 14:400-410.
7. Barth M., Younglove T., Scora G. Development of a Heavy-duty Diesel Modal Emissions and Fuel Consumption Model. Technical report UCB-ITS-PRR-2005-1 2005, California PATH Program. Institute of transportation Studies, University of California at Berkeley.
8. Bektaş T., Laporte G. The pollution-routing problem. Transportation Research Part B 2011, 45:1232-1250.
9. Bigazzi A.Y., Figliozzi M.A. Congestion and emissions mitigation: a comparison of capacity, demand, and vehicle based strategies. Transportation Research Part D 2012, 17:538-547.
10. Boudoin D., Morel C., Gardat M. Supply chains and urban logistics platforms. Sustainable Urban Logistics: Concepts, Methods and Information Systems 2014, 1-20. Springer, Berlin-Heidelberg. J. Gonzalez-Feliu, F. Semet, J.-L. Routhier (Eds.).
11. Clarke G., Wright J.W. Scheduling of vehicles from a central depot to a number of delivery points. Operations Research 1964, 12:568-581.
12. Coe E. Average Carbon Dioxide Emissions Resulting From Gasoline and Diesel Fuel. Technical report 2005, United States Environmental Protection Agency.
13. Dablanc L. Logistics sprawl and urban freight planning issues in a major gateway city. Sustainable Urban Logistics: Concepts, Methods and Information Systems 2014, 49-69. Springer, Berlin-Heidelberg. J. Gonzalez-Feliu, F. Semet, J.-L. Routhier (Eds.).
14. Demir E., Bektaş T., Laporte G. A comparative analysis of several vehicle emission models for road freight transportation. Transportation Research Part D 2011, 6:347-357.
15. Demir E., Bektaş T., Laporte G. An adaptive large neighborhood search heuristic for the pollution-routing problem. European Journal of Operational Research 2012, 223:346-359.
16. Demir E., Bektaş T., Laporte G. The bi-objective pollution-routing problem. European Journal of Operational Research 2014, 232:464-478.
17. Demir E., Bektaş T., Laporte G. A review of recent research on green road freight transportation. European Journal of Operational Research 2014, 237:775-793.
18. DfT Reducing Greenhouse Gases and Other Emissions From Transport 2012, United Kingdom Department for Transport.
19. DfT Setting Local Speed Limits 2013, United Kingdom Department for Transport.
20. Drexl M., Schneider M. A survey of variants and extensions of the location-routing problem. European Journal of Operational Research 2015, 241:283-308.
21. Dublin City Council Speed Limits in Your Area 2015, Dublin City Council.
22. Eglese R., Bektaş T. Green vehicle routing. Vehicle Routing: Problems, Methods, and Applications. MOS-SIAM Series on Optimization 2014, 437-458. Society for Industrial and Applied Mathematics, Philadelphia. P. Toth, D. Vigo (Eds.).
23. Ehmke J.F., Campbell A.M., Thomas B.W. Solution Approaches for Stochastic Emissions-minimized Paths in Urban Areas. Technical report 2014, University of Iowa, Iowa City.
24. EPA DRAFT Inventory of United States Greenhouse Gas Emissions and Sinks: 1990-2012 2012, United States Environmental Protection Agency, USA.
25. Fatnassi E., Chaouachi J., Klibi W. Planning and operating a shared goods and passengers on-demand rapid transit system for sustainable city-logistics. Transportation Research Part B 2015, 81:440-460.
26. FHWA Vehicle Types 2011, United States Department of Transport, Federal Highway Administration, USA.
27. Figliozzi M.A. The impact of congestion on time-definitive urban freight distribution networks CO2 emission levels: results from a case study in Portland, Oregon. Transportation Research Part C 2011, 19:766-778.
28. Franceschetti A., Honhon D., Van Woensel T., Bektaş T., Laporte G. The time-dependent pollution-routing problem. Transportation Research Part B 2013, 56:265-293.
29. Ghiani G., Laporte G., Musmanno R. Introduction to Logistics Systems Management 2013, Wiley, Chichester.
30. Golden B.L., Assad A.A., Levy L., Gheysens F. The fleet size and mix vehicle routing problem. Computers & Operations Research 1984, 11:49-66.
31. Gonzalez-Feliu J., Semet F., Routhier J.-L. Sustainable Urban Logistics: Concepts, Methods and Information Systems 2014, Springer, Berlin-Heidelberg.
32. Google Maps, 2015. <> (accessed 15.01.15). https://maps.google.com.
33. Hoff A., Andersson H., Christiansen M., Hasle G., Løkketangen A. Industrial aspects and literature survey: fleet composition and routing. Computers & Operations Research 2010, 37:2041-2061.
34. Hvattum L.M., Norstad I., Fagerholt K., Laporte G. Analysis of an exact algorithm for the vessel speed optimization problem. Networks 2013, 62:132-135.
35. Jabali O., Gendreau M., Laporte G. A continuous approximation model for the fleet composition problem. Transportation Research Part B 2012, 46:1591-1606.
36. 2 emissions in time-dependent vehicle routing. Production and Operations Management 2012, 21:1060-1074.
37. Kirby H.R., Hutton B., McQuaid R.W., Raeside R., Zhang X. Modelling the effects of transport policy levers on fuel efficiency and national fuel consumption. Transportation Research Part D 2000, 5:265-282.
38. Kirkby T. Memorandum by Kingston upon Hull City Council (RTS 152) - 20 mph Zones in Kingston Upon Hull 2002, Select Committee on Transport, Local Government and the Regions.
39. Koç Ç., Bektaş T., Jabali O., Laporte G. The fleet size and mix pollution-routing problem. Transportation Research Part B 2014, 70:239-254.
40. Koç Ç., Bektaş T., Jabali O., Laporte G. A hybrid evolutionary algorithm for heterogeneous fleet vehicle routing problems. Computers & Operations Research 2015, 64:11-27.
41. Koç Ç., Bektaş T., Jabali O., Laporte G. The fleet size and mix location-routing problem with time windows: formulations and a heuristic algorithm. European Journal of Operational Research 2016, 248:33-51.
42. Koç Ç., Bektaş T., Jabali O., Laporte G. Thirty years of heterogeneous vehicle routing. European Journal of Operational Research 2016, 249:1-21.
43. Kopfer H.W., Kopfer H. Emissions minimization vehicle routing problem in dependence of different vehicle classes. Dynamics in Logistics, Lecture Notes in Logistics 2013, 49-58. Springer, Berlin. H.-J. Kreowski, B.S. Reiter, K.-D. Thoben (Eds.).
44. Kopfer H.W., Schönberger J., Kopfer H. Reducing greenhouse gas emissions of a heterogeneous vehicle fleet. Flexible Services and Manufacturing Journal 2014, 26:221-248.
45. Kramer R., Subramanian A., Vidal T., Lucídio dos Anjos F.C. A matheuristic approach for the pollution-routing problem. European Journal of Operational Research 2015, 243:523-539.
46. Krause E.F. Taxicab Geometry: An Adventure in Non-Euclidean Geometry 2012, Dover Publications, New York.
47. Kwon Y.J., Choi Y.J., Lee D.H. Heterogeneous fixed fleet vehicle routing considering carbon emission. Transportation Research Part D 2013, 23:81-89.
48. Laporte G. Location-routing problems. Vehicle Routing: Methods and Studies 1988, 163-198. North-Holland, Amsterdam. B.L. Golden, A.A. Assad (Eds.).
49. Laporte G., Ropke S., Vidal T. Heuristics for the vehicle routing problem. Vehicle Routing: Problems, Methods and Applications. MOS-SIAM Series in Optimization 2014, 87-116. Society for Industrial and Applied Mathematics, Philadelphia. P. Toth, D. Vigo (Eds.).
50. Lin C., Choy K.L., Ho G.T.S., Chung S.H., Lam H.Y. Survey of green vehicle routing problem: past and future trends. Expert Systems with Applications 2014, 41:1118-1138.
51. Maden W., Eglese R., Black D. Vehicle routing and scheduling with time-varying data: a case study. Journal of the Operational Research Society 2010, 61:515-522.
52. MAN, 2015a. Trucks in distribution transport. <> (accessed 19.01.15). http://www.mantruckandbus.co.uk/en/trucks/start_trucks.html.
53. MAN Engines, 2015b. <> (accessed 19.01.15). http://www.engines.man.eu/global/en/index.html#7906576.
54. MAN Spec Sheets, 2015c. <> (accessed 19.01.15). http://www.man-bodybuilder.co.uk/specs/euro6/.
55. Mancini S., Gonzalez-Feliu J., Crainic T.G. Planning and optimization methods for advanced urban logistics systems at tactical level. Sustainable Urban Logistics: Concepts, Methods and Information Systems 2014, 145-164. Springer, Berlin-Heidelberg. J. Gonzalez-Feliu, F. Semet, J.-L. Routhier (Eds.).
56. Min H., Jayaraman V., Srivastava R. Combined location-routing problems: a synthesis and future research directions. European Journal of Operational Research 1998, 108:1-15.
57. Nagy G., Salhi S. Location-routing: issues, models and methods. European Journal of Operational Research 2007, 177:649-672.
58. Norstad I., Fagerholt K., Laporte G. Tramp ship routing and scheduling with speed optimization. Transportation Research Part C 2010, 19:853-865.
59. Oregon Department of Transportation, 2015. Setting speeds. <> (accessed 23.01.15). http://www.oregon.gov/ODOT/HWY/TRAFFIC-ROADWAY/docs/pdf/speed_final.pdf.
60. Ottawa Transportation Committee, 2009. Speed zoning policy. <> (accessed 25.01.15). http://ottawa.ca/calendar/ottawa/citycouncil/trc/2009/10-07/ACS2009-COS-PWS-0021.htm.
61. Pisinger D., Ropke S. A general heuristic for vehicle routing problems. Computers & Operations Research 2007, 34:2403-2435.
62. Prodhon C. Le problème de localisation-routage (The Location-routing Problem) 2006, (Ph.d. thesis). Troyes University of Technology, Troyes, France.
63. Prodhon C., Prins C. A survey of recent research on location-routing problems. European Journal of Operational Research 2014, 238:1-17.
64. Ropke S., Pisinger D. An adaptive large neighborhood search heuristic for the pickup and delivery problem with time windows. Transportation Science 2006, 40:455-472.
65. Ropke S., Pisinger D. A unified heuristic for a large class of vehicle routing problems with backhauls. European Journal of Operational Research 2006, 171:750-775.
66. Scora, M., Barth, G., 2006. Comprehensive Modal Emission Model (CMEM), Version 3.01, Users Guide. Technical report, University of California, Riverside. <> (accessed 25.11.14). http://www.cert.ucr.edu/cmem/docs/CMEM_User_Guide_v3.01d.pdf.
67. Speh T.W. Understanding warehouse costs and risks. Warehousing Forum 2009, 24:1-6.
68. Statista, 2013. Market share of truck manufacturers in Europe. <> (accessed 29.12.14). http://www.statista.com/statistics/265008/market-share-of-truck-manufacturers-in-europe/.
69. Taillard E. A heuristic column generation method for the heterogeneous fleet vehicle routing problem. RAIRO (Recherche Opérationnelle/Operations Research) 1999, 33:1-14.
70. Taniguchi E., Thompson R.G., Yamada T., van Duin J.H.R. City Logistics: Network Modelling and Intelligent Transport Systems 2001, Pergamon, Amsterdam.
71. UK Government Speed Limits 2014, UK Government.
72. Van Woensel T., Creten R.C., Vandaele N. Managing the environmental externalities of traffic logistics: the issue of emissions. Production and Operations Management 2001, 10:207-223.
73. Von Boventer E. The relationship between transportation costs and location rent in transportation problems. Journal of Regional Science 1961, 3:27-40.
74. Wikipedia, 2015. Speed limits by country. <> (accessed 02.05.15). http://en.wikipedia.org/wiki/Speed_limits_by_country.
75. Zhang Z., Wei L., Lim A. An evolutionary local search for the capacitated vehicle routing problem minimizing fuel consumption under three-dimensional loading constraints. Transportation Research Part B 2015, 82:20-35.