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Erschienen in: Mobile Networks and Applications 2/2021

17.09.2018

Charging Control of Electric Vehicles in Smart Grid: a Stackelberg Differential Game Based Approach

verfasst von: Haitao Xu, Hung Khanh Nguyen, Xianwei Zhou, Zhu Han

Erschienen in: Mobile Networks and Applications | Ausgabe 2/2021

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Abstract

In this paper, we investigate the charging control problems of the electrical vehicles in smart grid, where electricity transactions exist between the aggregation and the electrical vehicles. We use the Stackelberg differential game to formulate the charging/discharging interactions between the aggregation and the electrical vehicles, where the dynamic behavior of the energy levels of the aggregation and the electrical vehicles are formulated as a differential game, and the charging/discharging interactions between the aggregation and the electrical vehicles are formulated as a Stackelberg game. The aggregation acts as the leader, and control the electricity price for to maximize the payoff. The electrical vehicles acts as the followers, and control their charging/discharging power to minimize the energy cost. Two kinds of equilibrium solutions to the Stackelberg differential game will be analyzed, which are the open loop equilibriums and the feedback equilibriums, respectively. The obtained equilibrium solutions can be considered as the optimal control for the aggregations and the electrical vehicles. Numerical simulations and results show the effectiveness and advantages of the proposed algorithms.

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Literatur
1.
Zurück zum Zitat Couillet R, Perlaza SM, Tembine H, Debbah M (2012) Electrical vehicles in the smart grid: a mean field game analysis. IEEE J Selected Areas Commun 30(6):1086–1096CrossRef Couillet R, Perlaza SM, Tembine H, Debbah M (2012) Electrical vehicles in the smart grid: a mean field game analysis. IEEE J Selected Areas Commun 30(6):1086–1096CrossRef
2.
Zurück zum Zitat Rabiee A, Farahani HF, Khalili M, Aghaei J, Muttaqi KM (2016) Integration of plug-in electric vehicles into microgrids as energy and reactive power providers in market environment. IEEE Trans Indus Inform 12(4):1312–1320CrossRef Rabiee A, Farahani HF, Khalili M, Aghaei J, Muttaqi KM (2016) Integration of plug-in electric vehicles into microgrids as energy and reactive power providers in market environment. IEEE Trans Indus Inform 12(4):1312–1320CrossRef
3.
Zurück zum Zitat Ma Z, Callaway D, Hiskens I (2010) Decentralized charging control for large populations of plug-in electric vehicles: application of the Nash certainty equivalence principle. In: IEEE International conference on control applications. Yokohama Ma Z, Callaway D, Hiskens I (2010) Decentralized charging control for large populations of plug-in electric vehicles: application of the Nash certainty equivalence principle. In: IEEE International conference on control applications. Yokohama
4.
Zurück zum Zitat Fan Z (2011) Distributed charging of PHEVs in a smart grid. Interconnections and Communications of Electric Vehicles and Smart Grids (IEEE SmartGridComm), Brussels Fan Z (2011) Distributed charging of PHEVs in a smart grid. Interconnections and Communications of Electric Vehicles and Smart Grids (IEEE SmartGridComm), Brussels
5.
Zurück zum Zitat Yuan W, Huang J, Zhang YJ (2017) Competitive charge station pricing for plug-in electric vehicles. IEEE Trans Smart Grid 8(2):628–639 Yuan W, Huang J, Zhang YJ (2017) Competitive charge station pricing for plug-in electric vehicles. IEEE Trans Smart Grid 8(2):628–639
6.
Zurück zum Zitat Ma Z, Zou S, Liu X (2015) A distributed charging coordination for large-scale plug-in electric vehicles considering battery degradation cost. IEEE Trans Control Syst Technol 23(5):2044–2052CrossRef Ma Z, Zou S, Liu X (2015) A distributed charging coordination for large-scale plug-in electric vehicles considering battery degradation cost. IEEE Trans Control Syst Technol 23(5):2044–2052CrossRef
7.
Zurück zum Zitat Taheri N, Entriken R, Ye Y (2013) A dynamic algorithm for facilitated charging of plug-in electric vehicles. IEEE Trans Smart Grid 4(4):1772–1779CrossRef Taheri N, Entriken R, Ye Y (2013) A dynamic algorithm for facilitated charging of plug-in electric vehicles. IEEE Trans Smart Grid 4(4):1772–1779CrossRef
8.
Zurück zum Zitat Mohammadi J, Vaya M, Kar S, Hug G (2016) A fully distributed approach for plug-in electric vehicle charging. In: Power systems computation conference. Genoa Mohammadi J, Vaya M, Kar S, Hug G (2016) A fully distributed approach for plug-in electric vehicle charging. In: Power systems computation conference. Genoa
9.
Zurück zum Zitat Li Y, Kaewpuang R, Wang P, Niyato D, Han Z (2012) An energy efficient solution: integrating plug-In hybrid electric vehicle in smart grid with renewable energy. In: Proceedings IEEE INFOCOM workshops. Orlando Li Y, Kaewpuang R, Wang P, Niyato D, Han Z (2012) An energy efficient solution: integrating plug-In hybrid electric vehicle in smart grid with renewable energy. In: Proceedings IEEE INFOCOM workshops. Orlando
10.
Zurück zum Zitat Gharesifard B, Basar T, Dominguez-Garcia AD (2013) Price-based distributed control for networked plug-in electric vehicles. In: American control conference. Washington DC Gharesifard B, Basar T, Dominguez-Garcia AD (2013) Price-based distributed control for networked plug-in electric vehicles. In: American control conference. Washington DC
11.
Zurück zum Zitat Bashash S, Fathy HK (2014) Cost-optimal charging of plug-in hybrid electric vehicles under time-varying electricity price signals. IEEE Trans Intell Transp Syst 15(5):1958–1968CrossRef Bashash S, Fathy HK (2014) Cost-optimal charging of plug-in hybrid electric vehicles under time-varying electricity price signals. IEEE Trans Intell Transp Syst 15(5):1958–1968CrossRef
12.
Zurück zum Zitat Chen J, Yang B, Zhou H, Chen C, Guan X (2015) Charging station selection and charging price decision for PEV: a two level game approach. In: Proceedings of the 34th Chinese control conference. Hangzhou Chen J, Yang B, Zhou H, Chen C, Guan X (2015) Charging station selection and charging price decision for PEV: a two level game approach. In: Proceedings of the 34th Chinese control conference. Hangzhou
13.
Zurück zum Zitat Bahrami S, Parniani M (2014) Game theoretic based charging strategy for plug-in hybrid electric vehicles. IEEE Trans Smart Grid 5(5):2368–2375CrossRef Bahrami S, Parniani M (2014) Game theoretic based charging strategy for plug-in hybrid electric vehicles. IEEE Trans Smart Grid 5(5):2368–2375CrossRef
14.
Zurück zum Zitat Ma T, Mohammed OA (2014) Optimal charging of plug-in electric vehicles for a car-park infrastructure. IEEE Trans Indus Appl 50(4):2323–2330CrossRef Ma T, Mohammed OA (2014) Optimal charging of plug-in electric vehicles for a car-park infrastructure. IEEE Trans Indus Appl 50(4):2323–2330CrossRef
15.
Zurück zum Zitat Xing H, Fu M, Lin Z, Mou Y (2016) Decentralized optimal scheduling for charging and discharging of plug-in electric vehicles in smart grids. IEEE Trans Power Syst 31(5):4118–4127CrossRef Xing H, Fu M, Lin Z, Mou Y (2016) Decentralized optimal scheduling for charging and discharging of plug-in electric vehicles in smart grids. IEEE Trans Power Syst 31(5):4118–4127CrossRef
16.
Zurück zum Zitat Hoang DT, Wang P, Niyato D, Hossain E (2017) Charging and discharging of plug-in electric vehicles (PEVs) in vehicle-to-grid (V2G) systems: a cyber insurance-based model. IEEE Access 5:732–754CrossRef Hoang DT, Wang P, Niyato D, Hossain E (2017) Charging and discharging of plug-in electric vehicles (PEVs) in vehicle-to-grid (V2G) systems: a cyber insurance-based model. IEEE Access 5:732–754CrossRef
17.
Zurück zum Zitat Ma T, Mohammed OA (2012) Optimal charging of plug-in electric vehicles for a car-park infrastructure. IEEE Trans Ind Appl 50(4):2323–2330CrossRef Ma T, Mohammed OA (2012) Optimal charging of plug-in electric vehicles for a car-park infrastructure. IEEE Trans Ind Appl 50(4):2323–2330CrossRef
18.
Zurück zum Zitat Basar T, Olsder GJ (1998) Dynamic noncooperative game theory. Society for Industrial and Applied Mathematics Basar T, Olsder GJ (1998) Dynamic noncooperative game theory. Society for Industrial and Applied Mathematics
19.
Zurück zum Zitat Han Z, Niyato D, Saad W, Basar T, Hjorungnes A (2011) Game theory in wireless and communication networks: theory, models and applications. Cambridge University Press Han Z, Niyato D, Saad W, Basar T, Hjorungnes A (2011) Game theory in wireless and communication networks: theory, models and applications. Cambridge University Press
20.
Zurück zum Zitat Yeung DWK, Petrosjan LA (2006) Cooperative stochastic differential games. Springer Science & Business Media Yeung DWK, Petrosjan LA (2006) Cooperative stochastic differential games. Springer Science & Business Media
Metadaten
Titel
Charging Control of Electric Vehicles in Smart Grid: a Stackelberg Differential Game Based Approach
verfasst von
Haitao Xu
Hung Khanh Nguyen
Xianwei Zhou
Zhu Han
Publikationsdatum
17.09.2018
Verlag
Springer US
Erschienen in
Mobile Networks and Applications / Ausgabe 2/2021
Print ISSN: 1383-469X
Elektronische ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-018-1125-9

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