Multi-Area Unit Scheduling and Reserve Allocation Under Wind Power Uncertainty

被引:171
作者
Ahmadi-Khatir, Ali [1 ]
Conejo, Antonio J. [2 ]
Cherkaoui, Rachid [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Power Syst Res Grp, CH-1015 Lausanne, Switzerland
[2] Univ Castilla La Mancha, E-13071 Ciudad Real, Spain
关键词
Decentralized unit scheduling; interconnections; multi-area power system; reserve allocation; wind power; STOCHASTIC SECURITY; DECOMPOSITION; FLOW; MARKET; IMPLEMENTATION; OPTIMIZATION; GENERATION;
D O I
10.1109/TPWRS.2013.2293542
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
This paper proposes a decentralized methodology to optimally schedule generating units while simultaneously determining the geographical allocation of the required reserve. We consider an interconnected multi-area power system with cross-border trading in the presence of wind power uncertainty. The multi-area market-clearing model is represented as a two-stage stochastic programming model. The proposed decentralized procedure relies on an augmented Lagrangian algorithm that requires no central operator intervention but just moderate interchanges of information among neighboring regions. The methodology proposed is illustrated using an example and a realistic case study.
引用
收藏
页码:1701 / 1710
页数:10
相关论文
共 22 条
[1]
Ahmadi-Khatir A., IEEE T POWE IN PRESS
[2]
Optimal response of a thermal unit to an electricity spot market [J].
Arroyo, JM ;
Conejo, AJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :1098-1104
[3]
A decentralized solution to the DC-OPF of interconnected power systems [J].
Bakirtzis, AG ;
Biskas, PN .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (03) :1007-1013
[4]
Baldick R, 1999, IEEE T POWER SYST, V14, P858, DOI 10.1109/59.780896
[5]
DAILY GENERATION SCHEDULING OPTIMIZATION WITH TRANSMISSION CONSTRAINTS - A NEW CLASS OF ALGORITHMS [J].
BATUT, J ;
RENAUD, A .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1992, 7 (03) :982-989
[6]
Market-clearing with stochastic security - Part I: Formulation [J].
Bouffard, F ;
Galiana, FD ;
Conejo, AJ .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (04) :1818-1826
[7]
Stochastic security for operations planning with significant wind power generation [J].
Bouffard, Francois ;
Galiana, Francisco D. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (02) :306-316
[8]
AUXILIARY PROBLEM PRINCIPLE AND DECOMPOSITION OF OPTIMIZATION PROBLEMS [J].
COHEN, G .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1980, 32 (03) :277-305
[9]
Conejo A.J, 2006, Decomposition Techniques in Mathematical Programming: Engineering and Science Applications
[10]
A decomposition procedure based on approximate Newton directions [J].
Conejo, AJ ;
Nogales, FJ ;
Prieto, FJ .
MATHEMATICAL PROGRAMMING, 2002, 93 (03) :495-515