Semi-definite programming-based method for security-constrained unit commitment with operational and optimal power flow constraints

被引:110
作者
Bai, X. [1 ]
Wei, H. [1 ]
机构
[1] Guangxi Univ, Coll Elect Engn, Nanning, Guangxi, Peoples R China
基金
芬兰科学院; 中国国家自然科学基金;
关键词
CONVEX-OPTIMIZATION;
D O I
10.1049/iet-gtd:20070516
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
Considering the economics and securities for the operation of a power system, a semi-definite programming (SDP) model for the security-constrained unit commitment (SCUC) problem is described here, which is directly solved by the interior-point method for SDP within the polynomial times. The proposed method is promising for the SCUC problems because of its excellent convergence and the ability of handling the non-covex integer variables. No model decomposition and initial relaxation are needed when applying the SDP-based method. When the solution contains minor mismatches in the integer variables, a simple rounding strategy is used to correct the non-integer into integer efficiently. Different test cases from 6 to 118 buses over a 24 h horizon are presented. Extensive numerical simulations have shown that the proposed method is capable of obtaining the optimal UC schedules without any network and bus voltage violations, and minimising the operation cost as well.
引用
收藏
页码:182 / 197
页数:16
相关论文
共 28 条
[1]  
ADLERA I, 1995, PRIMAL DUAL INTERIOR
[2]   Primal-dual interior-point methods for semidefinite programming: Convergence rates, stability and numerical results [J].
Alizadeh, F ;
Haeberly, JPA ;
Overton, ML .
SIAM JOURNAL ON OPTIMIZATION, 1998, 8 (03) :746-768
[3]   Convex optimization problems involving finite autocorrelation sequences [J].
Alkire, B ;
Vandenberghe, L .
MATHEMATICAL PROGRAMMING, 2002, 93 (03) :331-359
[4]  
[Anonymous], 1997, APPROXIMATION ALGORI
[5]   Solving large-scale sparse semidefinite programs for combinatorial optimization [J].
Benson, SJ ;
Ye, YY ;
Zhang, X .
SIAM JOURNAL ON OPTIMIZATION, 2000, 10 (02) :443-461
[6]   AC contingency dispatch based on security-constrained unit commitment [J].
Fu, Y ;
Shahidehpour, M ;
Li, ZY .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (02) :897-908
[7]   Security-constrained unit commitment with AC constraints [J].
Fu, Y ;
Shahidehpour, M ;
Li, ZY .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (03) :1538-1550
[8]  
FUENTES R, 2002, THESIS U WATERLOO
[9]   Medium-term hydrothermal coordination by semidefinite programming [J].
Fuentes-Loyola, R ;
Quintana, VH .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (04) :1515-1522
[10]   Semidefinite programming in combinatorial optimization [J].
Goemans, MX .
MATHEMATICAL PROGRAMMING, 1997, 79 (1-3) :143-161