Radial distribution network reconfiguration for power losses reduction based on improved selective BPSO

被引:106
作者
Pegado, Raoni [1 ]
Naupari, Zocimo [2 ]
Molina, Yuri [1 ]
Castillo, Carlos [3 ]
机构
[1] Univ Fed Paraiba, Dept Elect Engn, Joao Pessoa, Paraiba, Brazil
[2] Natl Univ Engn, Fac Elect Engn, Lima, Peru
[3] Natl Univ Engn, Fac Mech Engn, Lima, Peru
关键词
Distribution networks; Reconfiguration; Optimization; Improved selective BPSO; New BPSO transfer function; Rate of change control; DISTRIBUTION-SYSTEMS; SWARM OPTIMIZATION; ALGORITHM;
D O I
10.1016/j.epsr.2018.12.030
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
This paper presents a new algorithm to solve the problem of reconfiguration of distribution networks using Improved Selective Binary Particle Swarm Optimization (IS-BPSO). The proposed method presents a new sigmoid function capable of promoting a control in the rate of change of the particles and improving the convergence of the results. The proposed algorithm aims to reduce power losses in distribution networks, it was applied in two energy distribution test systems, commonly found in the literature, the 33-Bus and 94-nodes systems. The results of the simulation show that the proposed method is very efficient and guarantees the achievement of the global optimum.
引用
收藏
页码:206 / 213
页数:8
相关论文
共 28 条
[1]   Integrated Mutation Strategy With Modified Binary PSO Algorithm for Optimal PMUs Placement [J].
Abd Rahman, Nadia Hanis ;
Zobaa, Ahmed Faheem .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (06) :3124-3133
[2]   Distribution Systems Reconfiguration using a modified particle swarm optimization algorithm [J].
Abdelaziz, A. Y. ;
Mohammed, F. M. ;
Mekhamer, S. F. ;
Badr, M. A. L. .
ELECTRIC POWER SYSTEMS RESEARCH, 2009, 79 (11) :1521-1530
[3]   Distribution network reconfiguration using a genetic algorithm with varying population size [J].
Abdelaziz, Morad .
ELECTRIC POWER SYSTEMS RESEARCH, 2017, 142 :9-11
[4]   A new hybrid CPSO-TLBO optimization algorithm for distribution network reconfiguration [J].
Azad-Farsani, Ehsan ;
Zare, Mohsen ;
Azizipanah-Abarghooee, Rasoul ;
Askarian-Abyaneh, Hossein .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (05) :2175-2184
[5]   NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS FOR LOSS REDUCTION AND LOAD BALANCING [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (02) :1401-1407
[6]  
Braz H. D., 2010, THESIS
[7]  
Chandra Kanchan., 2012, Introduction to Constructivist Theories of Ethnic Politics, P1
[8]   DISTRIBUTION FEEDER RECONFIGURATION FOR LOSS REDUCTION [J].
CIVANLAR, S ;
GRAINGER, JJ ;
YIN, H ;
LEE, SSH .
IEEE TRANSACTIONS ON POWER DELIVERY, 1988, 3 (03) :1217-1223
[9]   A fuzzy multiobjective approach for network reconfiguration of distribution systems [J].
Das, D .
IEEE TRANSACTIONS ON POWER DELIVERY, 2006, 21 (01) :202-209
[10]   Distribution Network Reconfiguration Using Genetic Algorithms With Sequential Encoding: Subtractive and Additive Approaches [J].
de Macedo Braz, Helon David ;
de Souza, Benemar Alencar .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (02) :582-593