Approximate dynamic programming;
demand side management (DSM);
load scheduling;
power trading;
GENERATION;
STORAGE;
CONSUMPTION;
MANAGEMENT;
SCHEME;
IMPACT;
D O I:
10.1109/TSG.2015.2435708
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:
In this paper, we focus on the problems of load scheduling and power trading in systems with high penetration of renewable energy resources (RERs). We adopt approximate dynamic programming to schedule the operation of different types of appliances including must-run and controllable appliances. We assume that users can sell their excess power generation to other users or to the utility company. Since it is more profitable for users to trade energy with other users locally, users with excess generation compete with each other to sell their respective extra power to their neighbors. A game theoretic approach is adopted to model the interaction between users with excess generation. In our system model, each user aims to obtain a larger share of the market and to maximize its revenue by appropriately selecting its offered price and generation. In addition to yielding a higher revenue, consuming the excess generation locally reduces the reverse power flow, which impacts the stability of the system. Simulation results show that our proposed algorithm reduces the energy expenses of the users. The proposed algorithm also facilitates the utilization of RERs by encouraging users to consume excess generation locally rather than injecting it back into the power grid.
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Atzeni, Italo
Ordonez, Luis G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Ordonez, Luis G.
Scutari, Gesualdo
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Elect Engn, Buffalo, NY 14260 USAUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Scutari, Gesualdo
Palomar, Daniel P.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Kowloon, Hong Kong, Peoples R ChinaUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Palomar, Daniel P.
Rodriguez Fonollosa, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
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
Chen, Jiming
论文数: 0引用数: 0
h-index: 0
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
Chen, Jiming
Yang, Zaiyue
论文数: 0引用数: 0
h-index: 0
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
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:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Atzeni, Italo
Ordonez, Luis G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Ordonez, Luis G.
Scutari, Gesualdo
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Elect Engn, Buffalo, NY 14260 USAUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Scutari, Gesualdo
Palomar, Daniel P.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Kowloon, Hong Kong, Peoples R ChinaUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Palomar, Daniel P.
Rodriguez Fonollosa, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
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
Chen, Jiming
论文数: 0引用数: 0
h-index: 0
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
Chen, Jiming
Yang, Zaiyue
论文数: 0引用数: 0
h-index: 0
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
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