Efficient Coordination of Wind Power and Price-Responsive Demand-Part I: Theoretical Foundations

被引:112
作者
Ilic, Marija D. [1 ,2 ]
Xie, Le [3 ]
Joo, Jhi-Young [1 ]
机构
[1] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
[2] Delft Univ Technol, Delft, Netherlands
[3] Texas A&M Univ, College Stn, TX 77843 USA
基金
美国国家科学基金会;
关键词
Advanced metering infrastructure (AMI); congestion-constrained look-ahead dispatch; dynamic monitoring and decision-making systems (DYMONDS); intermittent resources; look-ahead economic dispatch; model predictive control (MPC); price-responsive demand; security-constrained economic dispatch (SCED); security-constrained unit commitment (SCUC); supervisory control and data acquisition (SCADA); DYNAMIC ECONOMIC-DISPATCH; UNIT COMMITMENT; TRANSMISSION; SECURITY;
D O I
10.1109/TPWRS.2011.2129542
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 Part I of this two-part paper, we introduce several possible methods for integrating wind power, price-responsive demand and other distributed energy resources (DERs). These methods differ with respect to information exchange requirements, computational complexity, and physical implementability. A novel look-ahead interactive dispatch that internalizes inter-temporal constraints at the DERs level, and dispatches the results of distributed decisions subject to spatial security constraints, is proposed as a possible effective algorithm. This method requires only the use of today's static security-constrained economic dispatch (SCED) by the system operators. The optimization accounting for inter-temporal constraints, and ramping rates in particular, is done by the DERs while they create their own supply and demand functions. To implement this method, today's supervisory control and data acquisition (SCADA) needs to be transformed into a multi-directional, multi-layered information exchange system.
引用
收藏
页码:1875 / 1884
页数:10
相关论文
共 29 条
[1]  
Abdel-Karim N., 2009, P IEEE POWERTECH C B
[2]   Providing for transmission in times of scarcity: an ISO cannot do it all [J].
Allen, E ;
Ilic, M ;
Younes, Z .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1999, 21 (02) :147-163
[3]  
[Anonymous], LECT NOT ENG EC EL P
[4]  
Berger A., 1983, THESIS HARVARD U CAM
[5]  
Cohen A., 2010, P FERC TECHN C INCR
[6]  
Cohen A. I., 1999, P IEEE INT C POW IND
[7]   ESTIA - A REAL-TIME CONSUMER CONTROL SCHEME FOR SPACE CONDITIONING USAGE UNDER SPOT ELECTRICITY PRICING [J].
CONSTANTOPOULOS, P ;
SCHWEPPE, FC ;
LARSON, RC .
COMPUTERS & OPERATIONS RESEARCH, 1991, 18 (08) :751-765
[8]  
Gribik P., 2010, P FERC TECHN C UN CO
[9]   SHORT-TERM LOAD FORECASTING [J].
GROSS, G ;
GALIANA, FD .
PROCEEDINGS OF THE IEEE, 1987, 75 (12) :1558-1573
[10]   Dynamic economic dispatch: Feasible and optimal solutions [J].
Han, XS ;
Gooi, HB ;
Kirschen, DS .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (01) :22-28