Community microgrid;
energy storage;
game theory;
peer-to-peer energy trading;
prosumer;
DEMAND RESPONSE MANAGEMENT;
D O I:
10.1109/TIE.2018.2874578
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
080201 [机械制造及其自动化];
摘要:
This paper proposes a novel game-theoretic model for peer-to-peer (P2P) energy trading among the prosumers in a community. The buyers can adjust the energy consumption behavior based on the price and quantity of the energy offered by the sellers. There exist two separate competitions during the trading process: 1) price competition among the sellers; and 2) seller selection competition among the buyers. The price competition among the sellers is modeled as a non-cooperative game. The evolutionary game theory is used to model the dynamics of the buyers for selecting sellers. Moreover, an M-leader and N-follower Stackelberg game approach is used to model the interaction between buyers and sellers. Two iterative algorithms are proposed for the implementation of the games such that an equilibrium state exists in each of the games. The proposed method is applied to a small community microgrid with photo-voltaic and energy storage systems. Simulation results show the convergence of the algorithms and the effectiveness of the proposed model to handle P2P energy trading. The results also show that P2P energy trading provides significant financial and technical benefits to the community, and it is emerging as an alternative to cost-intensive energy storage systems.
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Chai, Bo
;
论文数: 引用数:
h-index:
机构:
Chen, Jiming
;
论文数: 引用数:
h-index:
机构:
Yang, Zaiyue
;
Zhang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Simula Res Lab, N-1325 Oslo, Norway
Univ Oslo, N-0316 Oslo, NorwayZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
机构:
Ecole Cent Lille ECLille, Lab Elect Engn & Power Elect L2EP, F-59650 Villeneuve Dascq, France
Univ Lille Nord France, F-59000 Lille, FranceTech Univ Sofia, Sofia 1000, Bulgaria
Lu, Di
;
Colas, Frederic
论文数: 0引用数: 0
h-index: 0
机构:
Arts & Metiers Paristech, Lab Elect Engn & Power Elect L2EP, F-59046 Lille, FranceTech Univ Sofia, Sofia 1000, Bulgaria
Colas, Frederic
;
Lazarov, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Sofia, Sofia 1000, BulgariaTech Univ Sofia, Sofia 1000, Bulgaria
Lazarov, Vladimir
;
Francois, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Cent Lille ECLille, Lab Elect Engn & Power Elect L2EP, F-59650 Villeneuve Dascq, France
Univ Lille Nord France, F-59000 Lille, FranceTech Univ Sofia, Sofia 1000, Bulgaria
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Chai, Bo
;
论文数: 引用数:
h-index:
机构:
Chen, Jiming
;
论文数: 引用数:
h-index:
机构:
Yang, Zaiyue
;
Zhang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Simula Res Lab, N-1325 Oslo, Norway
Univ Oslo, N-0316 Oslo, NorwayZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
机构:
Ecole Cent Lille ECLille, Lab Elect Engn & Power Elect L2EP, F-59650 Villeneuve Dascq, France
Univ Lille Nord France, F-59000 Lille, FranceTech Univ Sofia, Sofia 1000, Bulgaria
Lu, Di
;
Colas, Frederic
论文数: 0引用数: 0
h-index: 0
机构:
Arts & Metiers Paristech, Lab Elect Engn & Power Elect L2EP, F-59046 Lille, FranceTech Univ Sofia, Sofia 1000, Bulgaria
Colas, Frederic
;
Lazarov, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Sofia, Sofia 1000, BulgariaTech Univ Sofia, Sofia 1000, Bulgaria
Lazarov, Vladimir
;
Francois, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Cent Lille ECLille, Lab Elect Engn & Power Elect L2EP, F-59650 Villeneuve Dascq, France
Univ Lille Nord France, F-59000 Lille, FranceTech Univ Sofia, Sofia 1000, Bulgaria