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Published in: Journal of Business Economics 7/2019

04-06-2018 | Original Paper

Energy vehicle routing problem for differently sized and powered vehicles

Authors: Herbert Kopfer, Benedikt Vornhusen

Published in: Journal of Business Economics | Issue 7/2019

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Abstract

Electric vehicles (EVs) and combustion-powered vehicles (CVs) differ substantially with respect to several characteristic factors that have major impacts on vehicle routing. EVs are more energy efficient than CVs, but they have a shorter driving range, and compared to CVs with the same gross weight, they have a lower payload. In this paper, various vehicle fleets with differently sized EVs and CVs are considered for vehicle routing. First, EVs are opposed to CVs. Second, the effect of increasing the battery capacity of EVs is investigated. Third, the impact of introducing recharge stations for EVs is analyzed. Finally, the characteristics of mixed fleets are investigated. The computational results are generated by solving a MIP formulation of the introduced Energy Vehicle Routing Problem with Time Windows, Recharge Stations and Vehicle Classes (EVRPTW-R-VC) by means of a commercial solver.

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Literature
go back to reference Bektaş T, Laporte G (2011) The pollution-routing problem. Transp Res Part B Methodol 45(8):1232–1250CrossRef Bektaş T, Laporte G (2011) The pollution-routing problem. Transp Res Part B Methodol 45(8):1232–1250CrossRef
go back to reference Dantzig GB, Ramser JH (1959) The truck dispatching problem. Manag Sci 6(1):80–91CrossRef Dantzig GB, Ramser JH (1959) The truck dispatching problem. Manag Sci 6(1):80–91CrossRef
go back to reference Demir E, Bektaş T, Laporte G (2014) A review of recent research on green road freight transportation. Eur J Oper Res 237(3):775–793CrossRef Demir E, Bektaş T, Laporte G (2014) A review of recent research on green road freight transportation. Eur J Oper Res 237(3):775–793CrossRef
go back to reference Desaulniers G, Errico F, Irnich S, Schneider M (2016) Exact algorithms for electric vehicle-routing problems with time windows. Oper Res 64(6):1388–1405CrossRef Desaulniers G, Errico F, Irnich S, Schneider M (2016) Exact algorithms for electric vehicle-routing problems with time windows. Oper Res 64(6):1388–1405CrossRef
go back to reference Eglese R, Bektaş T (2014) Green vehicle routing. In: Toth P, Vigo D (eds) Vehicle routing: problems, methods and applications (2nd edition), Philadelphia: MOS-SIAM Series on Optimization 18, chap 15, pp 437–458, 10.1137/1.9781611973594.ch15 Eglese R, Bektaş T (2014) Green vehicle routing. In: Toth P, Vigo D (eds) Vehicle routing: problems, methods and applications (2nd edition), Philadelphia: MOS-SIAM Series on Optimization 18, chap 15, pp 437–458, 10.1137/1.9781611973594.ch15
go back to reference Erdoğan S, Miller-Hooks E (2012) A green vehicle routing problem. Transp Res Part E Logist Transp Rev 48(1):100–114CrossRef Erdoğan S, Miller-Hooks E (2012) A green vehicle routing problem. Transp Res Part E Logist Transp Rev 48(1):100–114CrossRef
go back to reference Figliozzi M (2010) Vehicle routing problem for emissions minimization. Transp Res Rec J Transp Res Board 2197(1):1–7CrossRef Figliozzi M (2010) Vehicle routing problem for emissions minimization. Transp Res Rec J Transp Res Board 2197(1):1–7CrossRef
go back to reference Goeke D, Schneider M (2015) Routing a mixed fleet of electric and conventional vehicles. Eur J Oper Res 245(1):81–99CrossRef Goeke D, Schneider M (2015) Routing a mixed fleet of electric and conventional vehicles. Eur J Oper Res 245(1):81–99CrossRef
go back to reference Hacker F, von Waldenfels R, Mottschall M (2015) Wirtschaftlichkeit von elektromobilität in gewerblichen anwendungen. betrachtung von gesamtnutzungskosten, ökonomischen potenzialen und möglicher \(co_2\)-minderung. IKT für Elektromobilität Hacker F, von Waldenfels R, Mottschall M (2015) Wirtschaftlichkeit von elektromobilität in gewerblichen anwendungen. betrachtung von gesamtnutzungskosten, ökonomischen potenzialen und möglicher \(co_2\)-minderung. IKT für Elektromobilität
go back to reference Kara İ, Kara BY, Yetis MK (2007) Energy minimizing vehicle routing problem. In: Dress A, Xu Y, Zhu B (eds) Combinatorial optimization and applications. COCOA 2007. Lecture notes in computer science, vol 4616. Springer, Berlin, Heidelberg Kara İ, Kara BY, Yetis MK (2007) Energy minimizing vehicle routing problem. In: Dress A, Xu Y, Zhu B (eds) Combinatorial optimization and applications. COCOA 2007. Lecture notes in computer science, vol 4616. Springer, Berlin, Heidelberg
go back to reference Keskin M, Çatay B (2016) Partial recharge strategies for the electric vehicle routing problem with time windows. Transp Res Part C 65:111–127CrossRef Keskin M, Çatay B (2016) Partial recharge strategies for the electric vehicle routing problem with time windows. Transp Res Part C 65:111–127CrossRef
go back to reference Koç Ç, Bektaş T, Jabali O, Laporte G (2014) The fleet size and mix pollution-routing problem. Transp Res Part B Methodol 70:239–254CrossRef Koç Ç, Bektaş T, Jabali O, Laporte G (2014) The fleet size and mix pollution-routing problem. Transp Res Part B Methodol 70:239–254CrossRef
go back to reference Kopfer H, Schopka K (2016) Vehicle routing for fleets with electric- and combustion-powered vehicles. In: Proceedings of 7th International Conference on Computational Logistics Kopfer H, Schopka K (2016) Vehicle routing for fleets with electric- and combustion-powered vehicles. In: Proceedings of 7th International Conference on Computational Logistics
go back to reference Kopfer HW, Kopfer H (2013) Emissions minimization vehicle routing problem in dependence of different vehicle classes. In: Kreowski HJ, Scholz-Reiter B, Thoben KD (eds) Dynamics in logistics. Lecture notes in logistics. Springer, Berlin Heidelberg, pp 49–58 Kopfer HW, Kopfer H (2013) Emissions minimization vehicle routing problem in dependence of different vehicle classes. In: Kreowski HJ, Scholz-Reiter B, Thoben KD (eds) Dynamics in logistics. Lecture notes in logistics. Springer, Berlin Heidelberg, pp 49–58
go back to reference Kraftfahrt-Bundesamt, (2017) Fahrzeugzulassungen (fz) - bestand an kraftfahrzeugen nach umwelt-merkmalen. Kraftfahrt-Bundesamt, Flensburg Kraftfahrt-Bundesamt, (2017) Fahrzeugzulassungen (fz) - bestand an kraftfahrzeugen nach umwelt-merkmalen. Kraftfahrt-Bundesamt, Flensburg
go back to reference Kwon YJ, Choi YJ, Lee DH (2013) Heterogeneous fixed fleet vehicle routing considering carbon emission. Transp Res Part D Transp Environ 23:81–89CrossRef Kwon YJ, Choi YJ, Lee DH (2013) Heterogeneous fixed fleet vehicle routing considering carbon emission. Transp Res Part D Transp Environ 23:81–89CrossRef
go back to reference oV (2015) Wie machen sich ihre Elektro-LKW in der Praxis? Verkehrs Rundschau Verlag Heinrich Vogel 46 oV (2015) Wie machen sich ihre Elektro-LKW in der Praxis? Verkehrs Rundschau Verlag Heinrich Vogel 46
go back to reference oV (2016) Elektrolaster mit modularem Batteriekonzept. Das Messemagazin IAA SPOT 66 oV (2016) Elektrolaster mit modularem Batteriekonzept. Das Messemagazin IAA SPOT 66
go back to reference Pelletier S, Jabali O, Laporte G (2014) Goods distribution with electric vehicles: Review and research perspectives. Tech. rep., Technical Report CIRRELT-2014-44, CIRRELT, Montréal, Canada Pelletier S, Jabali O, Laporte G (2014) Goods distribution with electric vehicles: Review and research perspectives. Tech. rep., Technical Report CIRRELT-2014-44, CIRRELT, Montréal, Canada
go back to reference Pelletier S, Jabali O, Laporte G (2017) Battery degradation and behaviour for electric vehicles: review and numerical analyses of several models. Transp Res Part B 103:10587CrossRef Pelletier S, Jabali O, Laporte G (2017) Battery degradation and behaviour for electric vehicles: review and numerical analyses of several models. Transp Res Part B 103:10587CrossRef
go back to reference Sassi O, Cherif WR, Oulamara A (2014) Vehicle routing problem with mixed fleet of conventional and heterogenous electric vehicles and time dependent charging costs. HAL archives-ouvertes Sassi O, Cherif WR, Oulamara A (2014) Vehicle routing problem with mixed fleet of conventional and heterogenous electric vehicles and time dependent charging costs. HAL archives-ouvertes
go back to reference Schmied M, Knörr W (2013) Berechnung von Treibhausgasemissionen in Spedition und Logistik gemäß DIN EN 16258. Edited by Deutscher Speditions-und Logistikverband eV Öko-Institut eV Schmied M, Knörr W (2013) Berechnung von Treibhausgasemissionen in Spedition und Logistik gemäß DIN EN 16258. Edited by Deutscher Speditions-und Logistikverband eV Öko-Institut eV
go back to reference Schneider M, Stenger A, Goeke D (2014) The electric vehicle-routing problem with time windows and recharging stations. Transp Sci 48(4):500–520CrossRef Schneider M, Stenger A, Goeke D (2014) The electric vehicle-routing problem with time windows and recharging stations. Transp Sci 48(4):500–520CrossRef
go back to reference Scott C, Urquhart N, Hart E (2010) Influence of topology and payload on co2 optimised vehicle routing. In: Di Chio C, Brabazon A, Di Caro G, Ebner M, Farooq M, Fink A, Grahl J, Greenfield G, Machado P, O’Neill M, Tarantino E, Urquhart N (eds) Applications of Evolutionary Computation, vol 6025. Lecture Notes in Computer Science. Springer, Berlin Heidelberg, pp 141–150CrossRef Scott C, Urquhart N, Hart E (2010) Influence of topology and payload on co2 optimised vehicle routing. In: Di Chio C, Brabazon A, Di Caro G, Ebner M, Farooq M, Fink A, Grahl J, Greenfield G, Machado P, O’Neill M, Tarantino E, Urquhart N (eds) Applications of Evolutionary Computation, vol 6025. Lecture Notes in Computer Science. Springer, Berlin Heidelberg, pp 141–150CrossRef
go back to reference Toth P, Vigo D (2014) Vehicle routing: problems, methods, and applications, vol 18. Society for Industrial and Applied Mathematics (SIAM), Philadelphia Toth P, Vigo D (2014) Vehicle routing: problems, methods, and applications, vol 18. Society for Industrial and Applied Mathematics (SIAM), Philadelphia
go back to reference Vornhusen B, Kopfer H (2015) Emission vehicle routing problem with split delivery and a heterogeneous vehicle fleet. In: Corman F, Voß S, Negenborn R (eds) In: Proceedings of 6th International Conference on Computational Logistics, Springer International Publishing, LNCS 9335, pp 76–90 Vornhusen B, Kopfer H (2015) Emission vehicle routing problem with split delivery and a heterogeneous vehicle fleet. In: Corman F, Voß S, Negenborn R (eds) In: Proceedings of 6th International Conference on Computational Logistics, Springer International Publishing, LNCS 9335, pp 76–90
go back to reference Wang YW, Lin CC (2013) Locating multiple types of recharging stations for battery-powered electric vehicle transport. Transp Res Part E 58:76–87CrossRef Wang YW, Lin CC (2013) Locating multiple types of recharging stations for battery-powered electric vehicle transport. Transp Res Part E 58:76–87CrossRef
go back to reference Xiao Y, Zhao Q, Kaku I, Xu Y (2012) Development of a fuel consumption optimization model for the capacitated vehicle routing problem. Comput Oper Res 39(7):1419–1431CrossRef Xiao Y, Zhao Q, Kaku I, Xu Y (2012) Development of a fuel consumption optimization model for the capacitated vehicle routing problem. Comput Oper Res 39(7):1419–1431CrossRef
Metadata
Title
Energy vehicle routing problem for differently sized and powered vehicles
Authors
Herbert Kopfer
Benedikt Vornhusen
Publication date
04-06-2018
Publisher
Springer Berlin Heidelberg
Published in
Journal of Business Economics / Issue 7/2019
Print ISSN: 0044-2372
Electronic ISSN: 1861-8928
DOI
https://doi.org/10.1007/s11573-018-0910-z

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