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2020 | OriginalPaper | Buchkapitel

Vehicle Scheduling and Location Planning of the Charging Infrastructure for Electric Buses Under the Consideration of Partial Charging of Vehicle Batteries

verfasst von : Luisa Karzel

Erschienen in: Operations Research Proceedings 2019

Verlag: Springer International Publishing

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Abstract

To counteract the constantly increasing CO2 emissions, especially in local public transport, more environmentally friendly electric buses are intended to gradually replace buses with combustion engines. However, their current short range makes charging infrastructure planning indispensable. For a cost-minimal allocation of electric vehicles to service trips, the consideration of vehicle scheduling is also crucial. This paper addresses the modeling and implementation of a simultaneous solution method for vehicle scheduling and charging infrastructure planning for electric buses. The Savings algorithm is used to construct an initial solution, while the Variable Neighborhood Search serves as an improvement heuristic. The focus is on a comparison between partial and complete charging processes of the vehicle battery within the solution method. An evaluation based on real test instances shows that the procedure implemented leads to large cost savings. Oftentimes, the consideration of partial charging processes is superior to the exclusive use of complete charging processes.

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Fußnoten
1
This corresponds to a saving of 5.9 million monetary units.
 
2
The maximum number of iterations is selected as the termination criterion.
 
3
For the maximum neighborhood size, the number of vehicle rotations used within the initial solution is used. For example, if k max = 20%, the neighborhood can increase to 20% of the rotations used.
 
Literatur
1.
Zurück zum Zitat Adler, J.D., Mirchandani, P.B.: The vehicle scheduling problem for fleets with alternative-fuel vehicles. Transp. Sci. 51(2), 441–456 (2016)CrossRef Adler, J.D., Mirchandani, P.B.: The vehicle scheduling problem for fleets with alternative-fuel vehicles. Transp. Sci. 51(2), 441–456 (2016)CrossRef
2.
Zurück zum Zitat Ball, M.: A comparison of relaxations and heuristics for certain crew and vehicle scheduling problems. In: ORSA/TIMS Meeting, Washington (1980) Ball, M.: A comparison of relaxations and heuristics for certain crew and vehicle scheduling problems. In: ORSA/TIMS Meeting, Washington (1980)
3.
Zurück zum Zitat Berliner Verkehrsbetriebe: E-bus Berlin: Hab den wagen voll geladen (2015). Accessed 11 Sept 2018 Berliner Verkehrsbetriebe: E-bus Berlin: Hab den wagen voll geladen (2015). Accessed 11 Sept 2018
4.
Zurück zum Zitat Bunte, S., Kliewer, N.: An overview on vehicle scheduling models. Public Transp. 1(4), 299–317 (2009)CrossRef Bunte, S., Kliewer, N.: An overview on vehicle scheduling models. Public Transp. 1(4), 299–317 (2009)CrossRef
5.
Zurück zum Zitat Dréo, J., Pétrowski, A., Siarry, P., Taillard, E.: Metaheuristics for Hard Optimization: Methods and Case Studies. Springer, Berlin (2010) Dréo, J., Pétrowski, A., Siarry, P., Taillard, E.: Metaheuristics for Hard Optimization: Methods and Case Studies. Springer, Berlin (2010)
6.
Zurück zum Zitat Gendreau, M., Potvin, J.-Y.: Handbook of Metaheuristics, vol. 2. Springer, Berlin (2010)CrossRef Gendreau, M., Potvin, J.-Y.: Handbook of Metaheuristics, vol. 2. Springer, Berlin (2010)CrossRef
7.
Zurück zum Zitat Hansen, P., Mladenović, N.: Variable neighborhood search: principles and applications. Eur. J. Oper. Res. 130(3), 449–467 (2001)CrossRef Hansen, P., Mladenović, N.: Variable neighborhood search: principles and applications. Eur. J. Oper. Res. 130(3), 449–467 (2001)CrossRef
8.
Zurück zum Zitat Li, J.-Q.: Transit bus scheduling with limited energy. Transp. Sci. 48(4), 521–539 (2014)CrossRef Li, J.-Q.: Transit bus scheduling with limited energy. Transp. Sci. 48(4), 521–539 (2014)CrossRef
9.
Zurück zum Zitat Reuer, J., Kliewer, N., Wolbeck, L.: The electric vehicle scheduling problem: a study on time-space network based and heuristic solution approaches. In: Proceedings of the 13th Conference on Advanced Systems in Public Transport (CASPT), Rotterdam (2015) Reuer, J., Kliewer, N., Wolbeck, L.: The electric vehicle scheduling problem: a study on time-space network based and heuristic solution approaches. In: Proceedings of the 13th Conference on Advanced Systems in Public Transport (CASPT), Rotterdam (2015)
10.
Zurück zum Zitat Wang, H., Shen, J.: Heuristic approaches for solving transit vehicle scheduling problem with route and fueling time constraints. Appl. Math. Comput. 190(2), 1237–1249 (2007)CrossRef Wang, H., Shen, J.: Heuristic approaches for solving transit vehicle scheduling problem with route and fueling time constraints. Appl. Math. Comput. 190(2), 1237–1249 (2007)CrossRef
11.
Zurück zum Zitat Yang, J., Sun, H.: Battery swap station location-routing problem with capacitated electric vehicles. Comput. Oper. Res. 55, 217–232 (2015)CrossRef Yang, J., Sun, H.: Battery swap station location-routing problem with capacitated electric vehicles. Comput. Oper. Res. 55, 217–232 (2015)CrossRef
12.
Zurück zum Zitat ÜSTRA Hannoversche Verkehrsbetriebe Aktiengesellschaft: Stadtbus, n.d. Accessed 11 Sept 2018 ÜSTRA Hannoversche Verkehrsbetriebe Aktiengesellschaft: Stadtbus, n.d. Accessed 11 Sept 2018
Metadaten
Titel
Vehicle Scheduling and Location Planning of the Charging Infrastructure for Electric Buses Under the Consideration of Partial Charging of Vehicle Batteries
verfasst von
Luisa Karzel
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-48439-2_5

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