Optimal multi-objective reconfiguration and capacitor placement of distribution systems with the Hybrid Big Bang-Big Crunch algorithm in the fuzzy framework

被引:47
作者
Sedighizadeh, Mostafa [1 ]
Bakhtiary, Reza [1 ]
机构
[1] Shahid Beheshti Univ, Fac Elect Engn, Tehran, Iran
关键词
Optimal reconfiguration; Capacitor placement; Hybrid Big Bang-Big Crunch; Multi-objective optimization; Distribution systems; UNBALANCED DISTRIBUTION-SYSTEMS; RADIAL-DISTRIBUTION SYSTEMS; POWER DISTRIBUTION-SYSTEMS; NETWORK RECONFIGURATION; OPTIMAL ALLOCATION; LOSS REDUCTION; GENETIC ALGORITHM; GENERATION UNITS; OPTIMIZATION; RELIABILITY;
D O I
10.1016/j.asej.2015.11.018
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Network reconfiguration and capacitor placement are useful options applied to reduce power losses and to keep voltage profiles within permissible limits in distribution systems. This study presents an efficient algorithm for optimization of balanced and unbalanced radial distribution systems by a network reconfiguration and capacitor placement. An important property of the proposed approach is solving the multi-objective reconfiguration and capacitor placement in fuzzy framework and its high accuracy and fast convergence. The considered objectives are the minimization of total network real power losses, the minimization of buses voltage violation, and load balancing in the feeders. The proposed algorithm has been implemented in three IEEE test systems (two balanced and one unbalanced systems). Numerical results obtained by simulation show that the performance of the Hybrid Big Bang Big Crunch (HBB-BC) algorithm is slightly higher than or similar to other meta-heuristic algorithms. (C) 2016 Faculty of Engineering, Ain Shams University. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:113 / 129
页数:17
相关论文
共 51 条
[1]   Distribution system reconfiguration using a modified Tabu Search algorithm [J].
Abdelaziz, A. Y. ;
Mohamed, F. M. ;
Mekhamer, S. F. ;
Badr, M. A. L. .
ELECTRIC POWER SYSTEMS RESEARCH, 2010, 80 (08) :943-953
[3]   Effective method for optimal allocation of distributed generation units in meshed electric power systems [J].
Akorede, M. F. ;
Hizam, H. ;
Aris, I. ;
Ab Kadir, M. Z. A. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2011, 5 (02) :276-287
[4]   Reconfiguration of Power Distribution Systems Considering Reliability and Power Loss [J].
Amanulla, B. ;
Chakrabarti, Saikat ;
Singh, S. N. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (02) :918-926
[5]  
[Anonymous], 16 PSCC
[6]  
[Anonymous], P UPEC 99 LEIC UK
[7]  
[Anonymous], P CIRED BUEN AIR ARG
[8]  
[Anonymous], 24 INT POW SYST C TE
[9]  
[Anonymous], 2012, IEEE CITS 2012 2012, DOI DOI 10.1109/CITS.2012.6220369
[10]  
[Anonymous], P UPEC 97 MANCH UK