The conditions for obtaining feasible solutions to security-constrained unit commitment problems

被引:50
作者
Guan, XH [1 ]
Guo, SG
Zhai, QZ
机构
[1] Xi An Jiao Tong Univ, Syst Engn Inst, Xian 710049, Peoples R China
[2] Xi An Jiao Tong Univ, SKLMS Lab, Xian 710049, Peoples R China
[3] Tsinghua Univ, Ctr Intelligent & Networked Syst, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Benders decomposition; Lagrangian relaxation (LR); power generation scheduling; security constrained unit commitment (SCUC);
D O I
10.1109/TPWRS.2005.857399
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
The core of solving security-constrained unit commitment (SCUC) problems within the Lagrangian relaxation framework is how to obtain feasible solutions. However, due to the existence of the transmission constraints, it is very difficult to determine if feasible solutions to SCUC problems can be obtained by adjusting generation levels with the commitment states obtained in the dual solution of Lagrangian relaxation. The analytical and computational necessary and sufficient conditions are presented in this paper to determine the feasible unit commitment states with grid security constraints. The analytical conditions are proved rigorously based on the feasibility theorem of the Benders decomposition. These conditions are very crucial for developing an efficient method for obtaining feasible solutions to SCUC problems. Numerical testing results show that these conditions are effective.
引用
收藏
页码:1746 / 1756
页数:11
相关论文
共 13 条
[1]  
[Anonymous], J OPT THEORY APPL
[2]   Extended neighborhood search algorithm for constrained unit commitment [J].
Bai, XM ;
Shahidehpour, SM .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1997, 19 (05) :349-356
[3]  
BENDERS JF, 1962, NUMER MATH, V4, P238, DOI [10.1007/BF01386316, DOI 10.1007/BF01386316, DOI 10.1007/S10287-004-0020-Y]
[4]   Lagrangian heuristics based on disaggregated bundle methods for hydrothermal unit commitment [J].
Borghetti, A ;
Frangioni, A ;
Lacalandra, F ;
Nucci, CA .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (01) :313-323
[5]   OPTIMIZATION-BASED METHODS FOR OPERATIONS SCHEDULING [J].
COHEN, AI ;
SHERKAT, VR .
PROCEEDINGS OF THE IEEE, 1987, 75 (12) :1574-1591
[6]   SHORT-TERM RESOURCE SCHEDULING IN MULTI-AREA HYDROTHERMAL POWER-SYSTEMS [J].
FERREIRA, LAFM ;
ANDERSSON, T ;
IMPARATO, CF ;
MILLER, TE ;
PANG, CK ;
SVOBODA, A ;
VOJDANI, AF .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1989, 11 (03) :200-212
[7]   AN OPTIMIZATION-BASED METHOD FOR UNIT COMMITMENT [J].
GUAN, X ;
LUH, PB ;
YAN, H ;
AMALFI, JA .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1992, 14 (01) :9-17
[8]   A new unit commitment method - Discussion [J].
Li, CP ;
Johnson, RB ;
Svoboda, AJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1997, 12 (01) :119-119
[9]   Unit commitment with transmission security and voltage constraints [J].
Ma, HL ;
Shahidehpour, SM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (02) :757-764
[10]   A DIRECT METHOD FOR SECURITY-CONSTRAINED UNIT COMMITMENT [J].
SHAW, JJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1995, 10 (03) :1329-1342