Real-Time Demand Response Model

被引:714
作者
Conejo, Antonio J. [1 ]
Morales, Juan M. [1 ]
Baringo, Luis [1 ]
机构
[1] Univ Castilla La Mancha, E-13071 Ciudad Real, Spain
关键词
Bidirectional communication; demand response; hourly prices; optimization; smart grids; ENERGY; PRICE;
D O I
10.1109/TSG.2010.2078843
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 paper describes an optimization model to adjust the hourly load level of a given consumer in response to hourly electricity prices. The objective of the model is to maximize the utility of the consumer subject to a minimum daily energy-consumption level, maximum and minimum hourly load levels, and ramping limits on such load levels. Price uncertainty is modeled through robust optimization techniques. The model materializes into a simple linear programming algorithm that can be easily integrated in the Energy Management System of a household or a small business. A simple bidirectional communication device between the power supplier and the consumer enables the implementation of the proposed model. Numerical simulations illustrating the interest of the proposed model are provided.
引用
收藏
页码:236 / 242
页数:7
相关论文
共 24 条
[1]  
[Anonymous], EUR TECHN PLATF EL N
[2]  
[Anonymous], 2001, A course in time series analysis
[3]   The price of robustness [J].
Bertsimas, D ;
Sim, M .
OPERATIONS RESEARCH, 2004, 52 (01) :35-53
[4]   Robust discrete optimization and network flows [J].
Bertsimas, D ;
Sim, M .
MATHEMATICAL PROGRAMMING, 2003, 98 (1-3) :49-71
[5]   The long-run efficiency of real-time electricity pricing [J].
Borenstein, S .
ENERGY JOURNAL, 2005, 26 (03) :93-116
[6]   Forward contracting and selling price determination for a retailer [J].
Carrion, Miguel ;
Conejo, Antonio J. ;
Arroyo, Jose M. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (04) :2105-2114
[7]   A stochastic programming approach to electric energy procurement for large consumers [J].
Carrion, Miguel ;
Philpott, Andy B. ;
Conejo, Antonio J. ;
Arroyo, Jose M. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (02) :744-754
[8]   Forecasting electricity prices for a day-ahead pool-based electric energy market [J].
Conejo, AJ ;
Contreras, J ;
Espínola, R ;
Plazas, MA .
INTERNATIONAL JOURNAL OF FORECASTING, 2005, 21 (03) :435-462
[9]   Optimal price and quantity determination for retail electric power contracts [J].
Gabriel, SA ;
Conejo, AJ ;
Plazas, MA ;
Balakrishnan, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (01) :180-187
[10]  
Gellings C.W., 1987, Demand-side management: concepts and methods