distributed power generation;
game theory;
energy management systems;
battery powered vehicles;
electric vehicle charging;
iterative methods;
distributed charging management;
multiclass electric vehicles;
energy management approach;
community microgrids;
energy management problem;
noncooperative Stackelberg game;
battery energy storage system;
charging power distribution;
total charging power;
priority factor;
EV utility;
consensus-based distributed algorithm;
predefined charging priorities;
charging priorities;
D O I:
10.1049/iet-gtd.2019.0511
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
This study proposes distributed energy management approach for charging multi-class electric vehicles (EVs) in community microgrids. The energy management problem is implemented in real-time and represented by a non-cooperative Stackelberg game for the power distribution inside the microgrid. In this game, a battery energy storage system is chosen as a leader and the EVs are designated as followers. The charging power distribution among EVs is tackled in the two cases of 'plenty of power' and 'lack of power'. The challenging case of 'lack of power' occurs when the total charging power is insufficient to meet the need of each EV, such as when weather conditions are unfavourable. A priority factor is included in the EV utility functions to address charging priorities of different classes of EVs in practical scenarios. A consensus-based distributed algorithm is developed later to iteratively reach the Nash equilibrium, i.e. final charging power distribution, among EVs with different charging priorities. Both simulation and experimental results show that the charging power is properly distributed when the predefined charging priorities are followed, particularly in the case of a 'lack of power'.
机构:
Chongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R ChinaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Li, Jueyou
;
Li, Chaojie
论文数: 0引用数: 0
h-index: 0
机构:
RMIT Univ, Sch Engn, Melbourne, Vic 3000, AustraliaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Li, Chaojie
;
Xu, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639789, SingaporeChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Xu, Yan
;
Dong, Zhao Yang
论文数: 0引用数: 0
h-index: 0
机构:
CSG, Elect Power Res Inst, Guangzhou 510080, Guangdong, Peoples R China
Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, AustraliaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Dong, Zhao Yang
;
Wong, Kit Po
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Elect Elect & Comp Engn, Perth, WA 6009, AustraliaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Wong, Kit Po
;
Huang, Tingwen
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ Qatar, Doha 5825, QatarChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
机构:
Ctr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, GermanyCtr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, Germany
Piller, S
;
Perrin, M
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, GermanyCtr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, Germany
Perrin, M
;
Jossen, A
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, GermanyCtr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, Germany
机构:
Nanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Qi, Jin
;
Lai, Chunyuan
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Posts & Telecommun, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Lai, Chunyuan
;
Xu, Bin
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Xu, Bin
;
Sun, Yanfei
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Posts & Telecommun, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Sun, Yanfei
;
Leung, Kwong-Sak
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Dept Comp Sci & Engn, Sha Tin 999077, Hong Kong, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
机构:
Chongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R ChinaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Li, Jueyou
;
Li, Chaojie
论文数: 0引用数: 0
h-index: 0
机构:
RMIT Univ, Sch Engn, Melbourne, Vic 3000, AustraliaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Li, Chaojie
;
Xu, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639789, SingaporeChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Xu, Yan
;
Dong, Zhao Yang
论文数: 0引用数: 0
h-index: 0
机构:
CSG, Elect Power Res Inst, Guangzhou 510080, Guangdong, Peoples R China
Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, AustraliaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Dong, Zhao Yang
;
Wong, Kit Po
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Elect Elect & Comp Engn, Perth, WA 6009, AustraliaChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
Wong, Kit Po
;
Huang, Tingwen
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ Qatar, Doha 5825, QatarChongqing Normal Univ, Sch Math, Chongqing 400047, Peoples R China
机构:
Ctr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, GermanyCtr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, Germany
Piller, S
;
Perrin, M
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, GermanyCtr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, Germany
Perrin, M
;
Jossen, A
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, GermanyCtr Solar Energy & Hydrogen Res, ZSW, Div Electrochem Energy Storage & Energy Convers 3, D-89081 Ulm, Germany
机构:
Nanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Qi, Jin
;
Lai, Chunyuan
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Posts & Telecommun, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Lai, Chunyuan
;
Xu, Bin
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Xu, Bin
;
Sun, Yanfei
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Posts & Telecommun, Nanjing 210003, Jiangsu, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China
Sun, Yanfei
;
Leung, Kwong-Sak
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Dept Comp Sci & Engn, Sha Tin 999077, Hong Kong, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Jiangsu, Peoples R China