Stochastic optimal reactive power dispatch: Formulation and solution method

被引:44
|
作者
Hu, Zechun [1 ]
Wang, Xifan [2 ]
Taylor, Gareth [3 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
[2] Xi An Jiao Tong Univ, Dept Elect Engn, Xian 710049, Shaanxi, Peoples R China
[3] Brunel Univ, Brunel Inst Power Syst, Uxbridge UB8 3PH, Middx, England
关键词
Chance-constrained programming; Genetic algorithm; Optimal reactive power dispatch; Probabilistic load flow; OPTIMIZATION; ALGORITHM; FLOW;
D O I
10.1016/j.ijepes.2009.11.018
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
Classical optimal reactive power dispatch (ORPD) is usually formulated as a deterministic optimization problem, such that the network structure and load power injections are known and fixed. Hence, the influences of load uncertainties and branch outages are not typically considered. This paper proposes a chance-constrained programming formulation for ORPD that considers uncertain nodal power injections and random branch outages. A solution method combining both probabilistic load flow and a genetic algorithm is proposed and demonstrated in order to solve the problem. Simulations on several test systems show that the proposed method can prevent under-compensation or over-compensation of reactive power and increase voltage security margins. These advantages are achieved with the acceptable expense of a small increase in active power loss when compared with the results of classical deterministic ORPD. Several techniques are presented in order to improve the efficiency of the proposed method and case studies demonstrate the effectiveness of the techniques. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:615 / 621
页数:7
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