electrical vehicles;
consumer psychology;
trip chain;
time-of-use price;
peak shaving and valley filling;
DEMAND;
D O I:
10.3389/fenrg.2021.723370
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
As a kind of movable storage device, the electrical vehicles (EVs) are able to support load shaving through orderly charging. The existing researches mostly focus on the design of EVs charging control technology with little consideration of trip-chain-based consumer psychology of EV owners. To fill this gap, this article proposes a price-based orderly charging strategy for EVs considering both consumer psychology and trip chain. Then, the load shaving problem is transformed into a multiobjective optimization problem, to minimize peak-to-valley difference and network loss. A time-of-use price optimization model based on consumer psychology is established to describe the charging behavior of EV owners influenced by electricity price. Finally, the examples verify the feasibility of the proposed strategy by comparing the impact of EVs connected to grid under different ratios, different load transfer rates, and different scenarios.
机构:
Peking Univ, Beijing 100871, Peoples R China
Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Cheng, Xiang
;
Hu, Xiaoya
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Key Lab, Minist Educ Image Proc & Intelligent Control, Sch Automat, Wuhan 430074, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Hu, Xiaoya
;
Yang, Liuqing
论文数: 0引用数: 0
h-index: 0
机构:
Colorado State Univ, Ft Collins, CO 80523 USAPeking Univ, Beijing 100871, Peoples R China
Yang, Liuqing
;
Husain, Iqbal
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27695 USAPeking Univ, Beijing 100871, Peoples R China
Husain, Iqbal
;
Inoue, Koichi
论文数: 0引用数: 0
h-index: 0
机构:
Keio Univ, Keio Adv Res Ctr, Yokohama, Kanagawa 2238522, JapanPeking Univ, Beijing 100871, Peoples R China
Inoue, Koichi
;
Krein, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Grainger Ctr Elect Machinery & Elect Dept Elect &, Urbana, IL 61801 USAPeking Univ, Beijing 100871, Peoples R China
Krein, Philip
;
Lefevre, Russell
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Dakota, Grand Forks, ND 58202 USAPeking Univ, Beijing 100871, Peoples R China
Lefevre, Russell
;
Li, Yaoyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Dallas, Dept Mech Engn, Richardson, TX 75083 USAPeking Univ, Beijing 100871, Peoples R China
Li, Yaoyu
;
Nishi, Hiroaki
论文数: 0引用数: 0
h-index: 0
机构:
Keio Univ, Dept Syst Design Engn, Yokohama, Kanagawa 2238522, JapanPeking Univ, Beijing 100871, Peoples R China
Nishi, Hiroaki
;
Taiber, Joachim G.
论文数: 0引用数: 0
h-index: 0
机构:
Clemson Univ, Clemson, SC 29634 USAPeking Univ, Beijing 100871, Peoples R China
Taiber, Joachim G.
;
Wang, Fei-Yue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Key Lab Complex Syst & Intelligence Sci, Beijing 100864, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Wang, Fei-Yue
;
Zha, Yabing
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Sch Informat Syst & Management, Changsha 410073, Hunan, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Zha, Yabing
;
Gao, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Beijing 100871, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Gao, Wen
;
Li, Zhengxi
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Technol, Beijing 100144, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
机构:
Sao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, BrazilSao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, Brazil
Franco, John F.
;
Rider, Marcos J.
论文数: 0引用数: 0
h-index: 0
机构:
Sao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, BrazilSao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, Brazil
Rider, Marcos J.
;
Romero, Ruben
论文数: 0引用数: 0
h-index: 0
机构:
Sao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, BrazilSao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, Brazil
机构:
Peking Univ, Beijing 100871, Peoples R China
Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Cheng, Xiang
;
Hu, Xiaoya
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Key Lab, Minist Educ Image Proc & Intelligent Control, Sch Automat, Wuhan 430074, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Hu, Xiaoya
;
Yang, Liuqing
论文数: 0引用数: 0
h-index: 0
机构:
Colorado State Univ, Ft Collins, CO 80523 USAPeking Univ, Beijing 100871, Peoples R China
Yang, Liuqing
;
Husain, Iqbal
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27695 USAPeking Univ, Beijing 100871, Peoples R China
Husain, Iqbal
;
Inoue, Koichi
论文数: 0引用数: 0
h-index: 0
机构:
Keio Univ, Keio Adv Res Ctr, Yokohama, Kanagawa 2238522, JapanPeking Univ, Beijing 100871, Peoples R China
Inoue, Koichi
;
Krein, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Grainger Ctr Elect Machinery & Elect Dept Elect &, Urbana, IL 61801 USAPeking Univ, Beijing 100871, Peoples R China
Krein, Philip
;
Lefevre, Russell
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Dakota, Grand Forks, ND 58202 USAPeking Univ, Beijing 100871, Peoples R China
Lefevre, Russell
;
Li, Yaoyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Dallas, Dept Mech Engn, Richardson, TX 75083 USAPeking Univ, Beijing 100871, Peoples R China
Li, Yaoyu
;
Nishi, Hiroaki
论文数: 0引用数: 0
h-index: 0
机构:
Keio Univ, Dept Syst Design Engn, Yokohama, Kanagawa 2238522, JapanPeking Univ, Beijing 100871, Peoples R China
Nishi, Hiroaki
;
Taiber, Joachim G.
论文数: 0引用数: 0
h-index: 0
机构:
Clemson Univ, Clemson, SC 29634 USAPeking Univ, Beijing 100871, Peoples R China
Taiber, Joachim G.
;
Wang, Fei-Yue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Key Lab Complex Syst & Intelligence Sci, Beijing 100864, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Wang, Fei-Yue
;
Zha, Yabing
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Sch Informat Syst & Management, Changsha 410073, Hunan, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Zha, Yabing
;
Gao, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Beijing 100871, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
Gao, Wen
;
Li, Zhengxi
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Technol, Beijing 100144, Peoples R ChinaPeking Univ, Beijing 100871, Peoples R China
机构:
Sao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, BrazilSao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, Brazil
Franco, John F.
;
Rider, Marcos J.
论文数: 0引用数: 0
h-index: 0
机构:
Sao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, BrazilSao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, Brazil
Rider, Marcos J.
;
Romero, Ruben
论文数: 0引用数: 0
h-index: 0
机构:
Sao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, BrazilSao Paulo State Univ FEIS UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, Brazil