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2021 | OriginalPaper | Buchkapitel

Optimal Design of Mixed Charging Station for Electric Transit with Joint Consideration of Normal Charging and Fast Charging

verfasst von : Le Zhang, Ziling Zeng, Kun Gao

Erschienen in: Smart Transportation Systems 2021

Verlag: Springer Singapore

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Abstract

In this paper, we propose a bi-level model to optimize the design of mixed charging station deployed at the terminal station for electric transit. At the lower level, the service schedule and charging strategy of electric buses is optimized under the given design of mixed charging station. The lower-level model is a management optimization at the operational level, aiming at minimizing the total daily operational cost. The model is formulated as a mixed integer programing subject to limited charging facilities of multiple types. At the upper level, the design of charging station is optimized based upon the results obtained at the lower level. It is a kind of decision making at the tactical level, with the objective of minimizing the sum of operational cost of electric bus fleet (i.e., objective function of the lower-level model) and installation cost of charging infrastructure. We conducted numerical cases to validate the applicability of the proposed model and some managerial insights stemmed from the numerical case studies are discussed, which can help transit agencies design charging station scientifically.

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Literatur
1.
Zurück zum Zitat Lajunen, A.: Energy consumption and cost-benefit analysis of hybrid and electric city buses. Transp. Res. Part C: Emerg. Technol. 38, 1–15 (2014)CrossRef Lajunen, A.: Energy consumption and cost-benefit analysis of hybrid and electric city buses. Transp. Res. Part C: Emerg. Technol. 38, 1–15 (2014)CrossRef
2.
Zurück zum Zitat Jin, S., Qu, X., Zhou, D., Xu, C., Ma, D., Wang, D.: Estimating cycleway capacity and bicycle equivalent unit for electric bicycles. Transp. Res. Part A: Policy Pract. 77, 225–248 (2015) Jin, S., Qu, X., Zhou, D., Xu, C., Ma, D., Wang, D.: Estimating cycleway capacity and bicycle equivalent unit for electric bicycles. Transp. Res. Part A: Policy Pract. 77, 225–248 (2015)
3.
Zurück zum Zitat Xu, Y., Zheng, Y., Yang, Y.: On the movement simulations of electric vehicles: a behavioral model-based approach. Appl. Energy 283, 116356 (2021)CrossRef Xu, Y., Zheng, Y., Yang, Y.: On the movement simulations of electric vehicles: a behavioral model-based approach. Appl. Energy 283, 116356 (2021)CrossRef
4.
Zurück zum Zitat Qu, X., Yu, Y., Zhou, M., Lin, C.T., Wang, X.: Jointly dampening traffic oscillations and improving energy consumption with electric, connected and automated vehicles: a reinforcement learning based approach. Appl. Energy 257, 114030 (2020)CrossRef Qu, X., Yu, Y., Zhou, M., Lin, C.T., Wang, X.: Jointly dampening traffic oscillations and improving energy consumption with electric, connected and automated vehicles: a reinforcement learning based approach. Appl. Energy 257, 114030 (2020)CrossRef
6.
Zurück zum Zitat Gao, K., Yang, Y., Li, A., Li, J., Yu, B.: Quantifying economic benefits from free-floating bike-sharing systems: A trip-level inference approach and city-scale analysis. Transp. Res. Part A: Policy Pract. 144, 89–103 (2021) Gao, K., Yang, Y., Li, A., Li, J., Yu, B.: Quantifying economic benefits from free-floating bike-sharing systems: A trip-level inference approach and city-scale analysis. Transp. Res. Part A: Policy Pract. 144, 89–103 (2021)
7.
Zurück zum Zitat Bie, Y., Xiong, X., Yan, Y., Qu, X.: Dynamic headway control for high-frequency bus line based on speed guidance and intersection signal adjustment. Comput.-Aided Civ. Infrastruct. Eng. 35(1), 4–25 (2020)CrossRef Bie, Y., Xiong, X., Yan, Y., Qu, X.: Dynamic headway control for high-frequency bus line based on speed guidance and intersection signal adjustment. Comput.-Aided Civ. Infrastruct. Eng. 35(1), 4–25 (2020)CrossRef
8.
Zurück zum Zitat Meng, Q., Qu, X.: Bus dwell time estimation at a bus bay: a probabilistic approach. Transp. Res. Part C 36, 61–71 (2013)CrossRef Meng, Q., Qu, X.: Bus dwell time estimation at a bus bay: a probabilistic approach. Transp. Res. Part C 36, 61–71 (2013)CrossRef
9.
Zurück zum Zitat Wang, S., Zhang, W., Qu, X.: Trial-and-error train fare design scheme for addressing boarding/alighting congestion at CBD stations. Transp. Res. Part B 118, 318–335 (2018)CrossRef Wang, S., Zhang, W., Qu, X.: Trial-and-error train fare design scheme for addressing boarding/alighting congestion at CBD stations. Transp. Res. Part B 118, 318–335 (2018)CrossRef
10.
Zurück zum Zitat Mahmoud, M., Garnett, R., Ferguson, M., Kanaroglou, P.: Electric buses: a review of alternative powertrains. Renew. Sustain. Energy Rev. 62, 673–684 (2016)CrossRef Mahmoud, M., Garnett, R., Ferguson, M., Kanaroglou, P.: Electric buses: a review of alternative powertrains. Renew. Sustain. Energy Rev. 62, 673–684 (2016)CrossRef
11.
Zurück zum Zitat Neff, J., Dickens, M.: 2016 public transportation fact book. American Public Transportation Association, Washington, DC (2016) Neff, J., Dickens, M.: 2016 public transportation fact book. American Public Transportation Association, Washington, DC (2016)
12.
Zurück zum Zitat Li, J.Q.: Transit bus scheduling with limited energy. Transp. Sci. 48(4), 521–539 (2013)CrossRef Li, J.Q.: Transit bus scheduling with limited energy. Transp. Sci. 48(4), 521–539 (2013)CrossRef
13.
Zurück zum Zitat Huang, Y., Zhou, Y.: An optimization framework for workplace charging strategies. Transp. Res. Part C: Emerg. Technol. 52, 144–155 (2015)CrossRef Huang, Y., Zhou, Y.: An optimization framework for workplace charging strategies. Transp. Res. Part C: Emerg. Technol. 52, 144–155 (2015)CrossRef
14.
Zurück zum Zitat Marković, N., Nair, R., Schonfeld, P., Miller-Hooks, E., Mohebbi, M.: Optimizing dial-a-ride services in Maryland: benefits of computerized routing and scheduling. Transp. Res. Part C: Emerg. Technol. 55, 156–165 (2015)CrossRef Marković, N., Nair, R., Schonfeld, P., Miller-Hooks, E., Mohebbi, M.: Optimizing dial-a-ride services in Maryland: benefits of computerized routing and scheduling. Transp. Res. Part C: Emerg. Technol. 55, 156–165 (2015)CrossRef
15.
Zurück zum Zitat Schöbel, A.: An eigenmodel for iterative line planning, timetabling and vehicle scheduling in public transportation. Transp. Res. Part C: Emerg. Technol. 74, 348–365 (2017)CrossRef Schöbel, A.: An eigenmodel for iterative line planning, timetabling and vehicle scheduling in public transportation. Transp. Res. Part C: Emerg. Technol. 74, 348–365 (2017)CrossRef
16.
Zurück zum Zitat Paixão, J.P., Branco, I.M.: A quasi-assignment algorithm for bus scheduling. Networks 17(3), 249–269 (1987)MathSciNetCrossRef Paixão, J.P., Branco, I.M.: A quasi-assignment algorithm for bus scheduling. Networks 17(3), 249–269 (1987)MathSciNetCrossRef
17.
Zurück zum Zitat Freling, R., Wagelmans, A.P., Paixão, J.M.P.: Models and algorithms for single-depot vehicle scheduling. Transp. Sci. 35(2), 165–180 (2001)CrossRef Freling, R., Wagelmans, A.P., Paixão, J.M.P.: Models and algorithms for single-depot vehicle scheduling. Transp. Sci. 35(2), 165–180 (2001)CrossRef
18.
Zurück zum Zitat Kang, L., Chen, S., Meng, Q.: Bus and driver scheduling with mealtime windows for a single public bus route. Transp. Res. Part C: Emerg. Technol. 101, 145–160 (2019)CrossRef Kang, L., Chen, S., Meng, Q.: Bus and driver scheduling with mealtime windows for a single public bus route. Transp. Res. Part C: Emerg. Technol. 101, 145–160 (2019)CrossRef
19.
Zurück zum Zitat Dell’Amico, M., Fischetti, M., Toth, P.: Heuristic algorithms for the multiple depot vehicle scheduling problem. Manage. Sci. 39(1), 115–125 (1993)CrossRef Dell’Amico, M., Fischetti, M., Toth, P.: Heuristic algorithms for the multiple depot vehicle scheduling problem. Manage. Sci. 39(1), 115–125 (1993)CrossRef
20.
Zurück zum Zitat Kliewer, N., Mellouli, T., Suhl, L.: A time–space network based exact optimization model for multi-depot bus scheduling. Eur. J. Oper. Res. 175(3), 1616–1627 (2006)CrossRef Kliewer, N., Mellouli, T., Suhl, L.: A time–space network based exact optimization model for multi-depot bus scheduling. Eur. J. Oper. Res. 175(3), 1616–1627 (2006)CrossRef
21.
Zurück zum Zitat Ceder, A.A.: Public-transport vehicle scheduling with multi vehicle type. Transp. Res. Part C: Emerg. Technol. 19(3), 485–497 (2011)CrossRef Ceder, A.A.: Public-transport vehicle scheduling with multi vehicle type. Transp. Res. Part C: Emerg. Technol. 19(3), 485–497 (2011)CrossRef
22.
Zurück zum Zitat Bunte, S., Kliewer, N.: An overview on vehicle scheduling models. Public Transport 1(4), 299–317 (2009)CrossRef Bunte, S., Kliewer, N.: An overview on vehicle scheduling models. Public Transport 1(4), 299–317 (2009)CrossRef
23.
Zurück zum Zitat Adler, J.D.: Routing and scheduling of electric and alternative-fuel vehicles (Doctoral dissertation, Arizona State University) (2014) Adler, J.D.: Routing and scheduling of electric and alternative-fuel vehicles (Doctoral dissertation, Arizona State University) (2014)
24.
Zurück zum Zitat Wen, M., Linde, E., Ropke, S., Mirchandani, P., Larsen, A.: An adaptive large neighborhood search heuristic for the electric vehicle scheduling problem. Comput. Oper. Res. 76, 73–83 (2016)MathSciNetCrossRef Wen, M., Linde, E., Ropke, S., Mirchandani, P., Larsen, A.: An adaptive large neighborhood search heuristic for the electric vehicle scheduling problem. Comput. Oper. Res. 76, 73–83 (2016)MathSciNetCrossRef
25.
Zurück zum Zitat Haghani, A., Banihashemi, M.: Heuristic approaches for solving large-scale bus transit vehicle scheduling problem with route time constraints. Transp. Res. Part A: Policy Pract. 36(4), 309–333 (2002) Haghani, A., Banihashemi, M.: Heuristic approaches for solving large-scale bus transit vehicle scheduling problem with route time constraints. Transp. Res. Part A: Policy Pract. 36(4), 309–333 (2002)
26.
Zurück zum Zitat Lam, L., Bauer, P.: Practical capacity fading model for Li-ion battery cells in electric vehicles. IEEE Trans. Power Electron. 28(12), 5910–5918 (2012)CrossRef Lam, L., Bauer, P.: Practical capacity fading model for Li-ion battery cells in electric vehicles. IEEE Trans. Power Electron. 28(12), 5910–5918 (2012)CrossRef
27.
Zurück zum Zitat Gao, K., Yang, Y., Sun, L., Qu, X.: Revealing psychological inertia in mode shift behavior and its quantitative influences on commuting trips. Transport. Res. F: Traffic Psychol. Behav. 71, 272–287 (2020)CrossRef Gao, K., Yang, Y., Sun, L., Qu, X.: Revealing psychological inertia in mode shift behavior and its quantitative influences on commuting trips. Transport. Res. F: Traffic Psychol. Behav. 71, 272–287 (2020)CrossRef
Metadaten
Titel
Optimal Design of Mixed Charging Station for Electric Transit with Joint Consideration of Normal Charging and Fast Charging
verfasst von
Le Zhang
Ziling Zeng
Kun Gao
Copyright-Jahr
2021
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-16-2324-0_9

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