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2016 | OriginalPaper | Buchkapitel

Cooperative Routing and Scheduling of an Electric Vehicle Fleet Managing Dynamic Customer Requests

verfasst von : Panagiotis Liakos, Iosif Angelidis, Alex Delis

Erschienen in: On the Move to Meaningful Internet Systems: OTM 2016 Conferences

Verlag: Springer International Publishing

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Abstract

Environmental issues and consumer concerns have paved the way for governments to legislate and help usher into operation alternative-fueled vehicles and pertinent infrastructures. In the last decade, battery-powered electric vehicles have been introduced and the service industry has followed suit and deployed such trucks in their distribution networks. However, electric vehicles do impose limitations when it comes to their traveling range. Replenishing the power to the vehicle batteries may entail lengthy charging visits at respective stations. In this paper, we examine the problem of routing and scheduling a fleet of electric vehicles that seek to satisfy dynamic pickup and delivery requests in an urban environment. We develop a web application to facilitate cooperation between organizations and individuals involved in urban freight transport. The application uses geolocation services and mobile devices to help manage the fleet and make timely decisions. Moreover, we propose three heuristic recharging strategies to ensure that electric vehicles can restore their energy levels in an effective manner. Through detailed experimentation, we show that the costs associated with the use of an electric vehicle fleet concern mainly the size of the fleet. The impact regarding the total route length traveled is less evident for all our strategies.

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Fußnoten
1
Our REST API is documented using raml2html.
 
3
This value is derived through extensive exploratory experimentation and works well consistently throughout our experiments.
 
Literatur
3.
Zurück zum Zitat Branke, J., Middendorf, M., Noeth, G., Dessouky, M.: Waiting strategies for dynamic vehicle routing. Transp. Sci. 39(3), 298–312 (2005)CrossRef Branke, J., Middendorf, M., Noeth, G., Dessouky, M.: Waiting strategies for dynamic vehicle routing. Transp. Sci. 39(3), 298–312 (2005)CrossRef
4.
Zurück zum Zitat Bruglieri, M., Colorni, A., Luè, A.: The vehicle relocation problem for the one-way electric vehicle sharing: an application to the milan case. Procedia-Soc. Behav. Sci. 111, 18–27 (2014)CrossRef Bruglieri, M., Colorni, A., Luè, A.: The vehicle relocation problem for the one-way electric vehicle sharing: an application to the milan case. Procedia-Soc. Behav. Sci. 111, 18–27 (2014)CrossRef
5.
Zurück zum Zitat Conrad, R.G., Figliozzi, M.A.: The recharging vehicle routing problem. In: Proceedings Industrial Engineering Research Conference (2011) Conrad, R.G., Figliozzi, M.A.: The recharging vehicle routing problem. In: Proceedings Industrial Engineering Research Conference (2011)
7.
Zurück zum Zitat Dekker, R., Bloemhof, J., Mallidis, I.: Operations research for green logistics-an overview of aspects, issues, contributions and challenges. Eur. J. Oper. Res. 219(3), 671–679 (2012)CrossRef Dekker, R., Bloemhof, J., Mallidis, I.: Operations research for green logistics-an overview of aspects, issues, contributions and challenges. Eur. J. Oper. Res. 219(3), 671–679 (2012)CrossRef
8.
Zurück zum Zitat Duleep, G., van Essen, H., Kampman, B., Grünig, M.: Impacts of Electric Vehicles, Deliverable 2, Assessment of Electric Vehicle and Battery Technology, CE Delft (2011) Duleep, G., van Essen, H., Kampman, B., Grünig, M.: Impacts of Electric Vehicles, Deliverable 2, Assessment of Electric Vehicle and Battery Technology, CE Delft (2011)
9.
Zurück zum Zitat Dumas, Y., Desrosiers, J., Soumis, F.: The pickup and delivery problem with time windows. Eur. J. Oper. Res. 54(1), 7–22 (1991)CrossRefMATH Dumas, Y., Desrosiers, J., Soumis, F.: The pickup and delivery problem with time windows. Eur. J. Oper. Res. 54(1), 7–22 (1991)CrossRefMATH
10.
Zurück zum Zitat Erdoğan, S., Miller-Hooks, E.: A green vehicle routing problem. Transp. Res. Part E: Logistics Transp. Rev. 48(1), 100–114 (2012)CrossRef Erdoğan, S., Miller-Hooks, E.: A green vehicle routing problem. Transp. Res. Part E: Logistics Transp. Rev. 48(1), 100–114 (2012)CrossRef
11.
Zurück zum Zitat Feng, W., Figliozzi, M.: An economic and technological analysis of the key factors affecting the competitiveness of electric commercial vehicles: a case study from the USA market. Transp. Res. Part C: Emerg. Technol. 26, 135–145 (2013)CrossRef Feng, W., Figliozzi, M.: An economic and technological analysis of the key factors affecting the competitiveness of electric commercial vehicles: a case study from the USA market. Transp. Res. Part C: Emerg. Technol. 26, 135–145 (2013)CrossRef
12.
Zurück zum Zitat Gendreau, M., Hertz, A., Laporte, G.: A tabu search heuristic for the vehicle routing problem. Manage. Sci. 40(10), 1276–1290 (1994)CrossRefMATH Gendreau, M., Hertz, A., Laporte, G.: A tabu search heuristic for the vehicle routing problem. Manage. Sci. 40(10), 1276–1290 (1994)CrossRefMATH
13.
Zurück zum Zitat Gidófalvi, G., Pedersen, T.B., Risch, T., Zeitler, E.: Highly scalable trip grouping for large-scale collective transportation systems. In: Proceedings of the 11th International Conference on Extending Database Technology, EDBT 2008, Nantes, France, 25–29 March, pp. 678–689 (2008) Gidófalvi, G., Pedersen, T.B., Risch, T., Zeitler, E.: Highly scalable trip grouping for large-scale collective transportation systems. In: Proceedings of the 11th International Conference on Extending Database Technology, EDBT 2008, Nantes, France, 25–29 March, pp. 678–689 (2008)
14.
Zurück zum Zitat Gonçalves, F., Cardoso, S.R., Relvas, S., Barbosa-Póvoa, A.: Optimization of a distribution network using electric vehicles: a VRP problem. In: Proceedings of 15 Congresso da Associao Portuguesa de Investigao Operacional, Lisbon, Portugal (2011) Gonçalves, F., Cardoso, S.R., Relvas, S., Barbosa-Póvoa, A.: Optimization of a distribution network using electric vehicles: a VRP problem. In: Proceedings of 15 Congresso da Associao Portuguesa de Investigao Operacional, Lisbon, Portugal (2011)
15.
Zurück zum Zitat Hannisdahl, O.H., Malvik, H.V., Wensaas, G.B.: The Future is Electric! The EV Revolution in Norway - explanations and lessons learned. In: Proceedings of the World Electric Vehicle Symposium and Exhibition (EVS27), Barcelona, Spain, pp. 1–13. IEEE, November 2013 Hannisdahl, O.H., Malvik, H.V., Wensaas, G.B.: The Future is Electric! The EV Revolution in Norway - explanations and lessons learned. In: Proceedings of the World Electric Vehicle Symposium and Exhibition (EVS27), Barcelona, Spain, pp. 1–13. IEEE, November 2013
17.
Zurück zum Zitat Kleindorfer, P.R., Singhal, K., Wassenhove, L.N.: Sustainable operations management. Prod. Oper. Manage. 14(4), 482–492 (2005)CrossRef Kleindorfer, P.R., Singhal, K., Wassenhove, L.N.: Sustainable operations management. Prod. Oper. Manage. 14(4), 482–492 (2005)CrossRef
18.
Zurück zum Zitat Lukic, S.M., Cao, J., Bansal, R.C., Rodriguez, F., Emadi, A.: Energy storage systems for automotive applications. IEEE Trans. Industr. Electron. 55(6), 2258–2267 (2008)CrossRef Lukic, S.M., Cao, J., Bansal, R.C., Rodriguez, F., Emadi, A.: Energy storage systems for automotive applications. IEEE Trans. Industr. Electron. 55(6), 2258–2267 (2008)CrossRef
19.
Zurück zum Zitat Millner, A.: Modeling lithium ion battery degradation in electric vehicles. In: Proceedings of the 2010 IEEE International Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply (CITRES 2010), Waltham, MA, pp. 349–356. IEEE (2010) Millner, A.: Modeling lithium ion battery degradation in electric vehicles. In: Proceedings of the 2010 IEEE International Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply (CITRES 2010), Waltham, MA, pp. 349–356. IEEE (2010)
20.
Zurück zum Zitat Mitrović-Minić, S., Krishnamurti, R., Laporte, G.: Double-Horizon based heuristics for the dynamic pickup and delivery problem with time windows. Transp. Res. Part B: Methodol. 38(8), 669–685 (2004)CrossRef Mitrović-Minić, S., Krishnamurti, R., Laporte, G.: Double-Horizon based heuristics for the dynamic pickup and delivery problem with time windows. Transp. Res. Part B: Methodol. 38(8), 669–685 (2004)CrossRef
21.
Zurück zum Zitat Mitrović-Minić, S., Laporte, G.: Waiting strategies for the dynamic pickup and delivery problem with time windows. Transp. Res. Part B: Methodol. 38(7), 635–655 (2004)CrossRef Mitrović-Minić, S., Laporte, G.: Waiting strategies for the dynamic pickup and delivery problem with time windows. Transp. Res. Part B: Methodol. 38(7), 635–655 (2004)CrossRef
22.
Zurück zum Zitat Pelletier, S., Jabali, O., Laporte, G.: Goods Distribution with Electric Vehicles: Review and Research Perspectives. Technical report, CIRRELT: Interuniversity Research Centre for Enterprise Networks, Logistics and Transportation, Montreal, Canada, September 2014 Pelletier, S., Jabali, O., Laporte, G.: Goods Distribution with Electric Vehicles: Review and Research Perspectives. Technical report, CIRRELT: Interuniversity Research Centre for Enterprise Networks, Logistics and Transportation, Montreal, Canada, September 2014
23.
Zurück zum Zitat Pollet, B.G., Staffell, I., Shang, J.L.: Current status of hybrid, battery and fuel cell electric vehicles: from electrochemistry to market prospects. Electrochim. Acta 84, 235–249 (2012)CrossRef Pollet, B.G., Staffell, I., Shang, J.L.: Current status of hybrid, battery and fuel cell electric vehicles: from electrochemistry to market prospects. Electrochim. Acta 84, 235–249 (2012)CrossRef
24.
Zurück zum Zitat Psaraftis, H.N.: Dynamic vehicle routing problems. In: Vehicle Routing: Methods and Studies, Chap. 16, pp. 223–248. Elsevier Science Publisher B.V., North Holland (1988) Psaraftis, H.N.: Dynamic vehicle routing problems. In: Vehicle Routing: Methods and Studies, Chap. 16, pp. 223–248. Elsevier Science Publisher B.V., North Holland (1988)
25.
Zurück zum Zitat Psaraftis, H.N.: Dynamic vehicle routing: status and prospects. Ann. Oper. Res. 61(1), 143–164 (1995)CrossRefMATH Psaraftis, H.N.: Dynamic vehicle routing: status and prospects. Ann. Oper. Res. 61(1), 143–164 (1995)CrossRefMATH
26.
Zurück zum Zitat Savelsbergh, M., Sol, M.: DRIVE: dynamic routing of independent vehicles. Oper. Res. 46(4), 474–490 (1998)CrossRefMATH Savelsbergh, M., Sol, M.: DRIVE: dynamic routing of independent vehicles. Oper. Res. 46(4), 474–490 (1998)CrossRefMATH
27.
Zurück zum Zitat Savelsbergh, M.W.: Local search in routing problems with time windows. Ann. Oper. Res. 4(1), 285–305 (1985)MathSciNetCrossRef Savelsbergh, M.W.: Local search in routing problems with time windows. Ann. Oper. Res. 4(1), 285–305 (1985)MathSciNetCrossRef
28.
29.
Zurück zum Zitat Schneider, M., Stenger, A., Goeke, D.: The electric vehicle-routing problem with time windows and recharging stations. Transp. Sci. 48(4), 500–520 (2014)CrossRef Schneider, M., Stenger, A., Goeke, D.: The electric vehicle-routing problem with time windows and recharging stations. Transp. Sci. 48(4), 500–520 (2014)CrossRef
30.
Zurück zum Zitat Shuo Ma, O.W., Zheng, Y.: T-share: a large-scale dynamic taxi ridesharing service. In: ICDE 2013, April 2013 Shuo Ma, O.W., Zheng, Y.: T-share: a large-scale dynamic taxi ridesharing service. In: ICDE 2013, April 2013
31.
Zurück zum Zitat Sweda, T.M., Dolinskaya, I.S., Klabjan, D.: Optimal Recharging Policies for Electric Vehicles. Technical report, Northwestern University, Deprt. of Industrial Engeneering and Management Sciences, Evaston, IL, November 2014 Sweda, T.M., Dolinskaya, I.S., Klabjan, D.: Optimal Recharging Policies for Electric Vehicles. Technical report, Northwestern University, Deprt. of Industrial Engeneering and Management Sciences, Evaston, IL, November 2014
Metadaten
Titel
Cooperative Routing and Scheduling of an Electric Vehicle Fleet Managing Dynamic Customer Requests
verfasst von
Panagiotis Liakos
Iosif Angelidis
Alex Delis
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-48472-3_7