Flower Pollination Algorithm for Optimal Capacitor Placement and Sizing in Distribution Systems

被引:43
作者
Abdelaziz, Almoataz Y. [1 ]
Ali, Ehab S. [2 ,3 ]
Abd Elazim, Sahar M. [2 ]
机构
[1] Ain Shams Univ, Elect Power & Machine Dept, Fac Engn, Abdo Basha Sq, Cairo 11517, Egypt
[2] Zagazig Univ, Fac Engn, Elect Power & Machine Dept, Zagazig, Egypt
[3] Jazan Univ, Fac Engn, Dept Elect, Jazan, Saudi Arabia
关键词
distribution systems; flower pollination algorithm; optimal capacitor locations; voltage stability index; loss sensitivity factors; OPTIMAL ALLOCATION; SHUNT CAPACITORS; SEARCH ALGORITHM; LINE LOSS; RECONFIGURATION; MINIMIZE; IMPROVE;
D O I
10.1080/15325008.2015.1117540
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 this article, a new and powerful algorithm called the flower pollination algorithm is proposed for optimal allocations and sizing of capacitors in various distribution systems. First, candidate buses for installing capacitors are suggested using loss sensitivity factors and the voltage stability index. Then the proposed flower pollination algorithm is employed to deduce the locations of capacitors and their sizing from the elected buses. The objective function is designed to reduce the total cost and, consequently, to increase the net savings per year. The proposed algorithm is tested on 10-, 69-, and 118-bus radial distribution systems. The obtained results via the proposed algorithm are compared with other algorithms to highlight the benefits of the proposed algorithm. Moreover, the results are introduced to verify the effectiveness of the suggested algorithm to minimize the losses and total cost and to enhance the voltage profile and net savings for various distribution systems and different loading conditions.
引用
收藏
页码:544 / 555
页数:12
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