Fast SCUC for large-scale power systems

被引:124
作者
Fu, Yong [1 ]
Shahidehpour, Mohammad [1 ]
机构
[1] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
关键词
Benders decomposition; mixed-integer programming; network security constraints; restructured power systems; security-constrained unit commitment;
D O I
10.1109/TPWRS.2007.907444
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 restructured power systems, independent system operators (ISOs) or regional transmission organizations (RTOs) execute the security-constrained unit commitment (SCUC) program to plan a secure and economical hourly generation schedule for the daily/weekly-ahead market. As the size of ISO/RTO increases, the current SCUC algorithms could face critical challenges ranging from modeling accuracy to calculation complexity. This paper introduces an efficient fast SCUC (F-SCUC) for large-scale power systems. Main components used in the proposed approach include single-hour unit commitment with network security, single-hour unit commitment adjustment, unit commitment, economic dispatch, and hourly network security check. A reasonable and operational strategy for fixing and unlocking the generating units is explored. The iterative SCUC solution is controlled efficiently to accelerate the execution. Finally, the quality of F-SCUC solution is improved by executing a quick MIP-based SCUC solution according to the F-SCUC results. A 1168-bus system Nvith 169 thermal units, a 4672-bus system with 676 thermal units, and two large systems with 1352 and 2704 thermal units are analyzed to exhibit the effectiveness of the proposed approach.
引用
收藏
页码:2144 / 2151
页数:8
相关论文
共 17 条
[11]   Security-constrained optimal generation scheduling in large-scale power systems [J].
Martínez-Crespo, J ;
Usaola, J ;
Fernández, JL .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (01) :321-332
[12]   Fast solution technique for large-scale unit commitment problem using genetic algorithm [J].
Senjyu, T ;
Yamashiro, H ;
Shimabukuro, K ;
Uezato, K ;
Funabashi, T .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2003, 150 (06) :753-760
[13]  
Shahidehopour M., 2005, IEEE Power & Energy Magazine, V3, P20, DOI 10.1109/MPAE.2005.1405865
[14]  
Shahidehpour M, 2002, MARKET OPERATIONS EL
[15]   Short-term resource scheduling with ramp constraints [J].
Svoboda, AJ ;
Tseng, CL ;
Li, CA ;
Johnson, RB .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1997, 12 (01) :77-82
[16]   SHORT-TERM GENERATION SCHEDULING WITH TRANSMISSION AND ENVIRONMENTAL CONSTRAINTS USING AN AUGMENTED LAGRANGIAN-RELAXATION [J].
WANG, SJ ;
SHAHIDEHPOUR, SM ;
KIRSCHEN, DS ;
MOKHTARI, S ;
IRISARRI, GD .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1995, 10 (03) :1294-1301
[17]  
Wood A.J., 1984, POWER GENERATION OPE