Solution of multiple UPFC placement problems using Gravitational Search Algorithm

被引:37
作者
Sarker, Jayanti [1 ]
Goswami, S. K. [2 ]
机构
[1] Techno India, Dept Elect Engn, Kolkata 700091, W Bengal, India
[2] Jadavpur Univ, Dept Elect Engn, Kolkata 700032, W Bengal, India
关键词
GSA; UPFC; Optimal placement of multiple UPFC; OPF; Cost minimization; Loss minimization; POWER-FLOW CONTROLLER;
D O I
10.1016/j.ijepes.2013.10.008
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
Optimal power flow is one of the key tasks to be performed in the complicated operation and planning of a power system. The Unified Power Flow Controller (UPFC) is a powerful power electronics device capable of providing complex control of power systems. In this paper, Gravitational Search Algorithm (GSA) is applied to solve optimal power flow problem in the presence of multiple UPFC devices. The performance of GSA is compared for accuracy and convergence characteristics with heuristic search techniques like Biogeography-Based Optimization (BBO), Stud Genetic Algorithm (StudGA), Genetic Algorithm (GA), Ant Colony Optimization (ACO), Probability-Based Incremental Learning (PBIL), on the different cases of standard test systems and real life power system. The tabulated results reveal that GSA has a great capability in handling power system planning and operational problems and to provide good quality solution quickly. The effort of optimal placement of multiple UPFC devices in power system cannot be commonly found in technical literature. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:531 / 541
页数:11
相关论文
共 23 条
[1]  
Affijulla S, NEW INTELLIGENCE SOL
[2]   Modelling of Optimal Unified Power Flow Controller (OUPFC) for optimal steady-state performance of power systems [J].
Ara, A. Lashkar ;
Kazemi, A. ;
Niaki, S. A. Nabavi .
ENERGY CONVERSION AND MANAGEMENT, 2011, 52 (02) :1325-1333
[3]  
Ceylan O, 2010, UPEC2010
[4]  
Dominguez-Navarro Jose' A., 2007, INT J ELEC POWER, V29, P83
[5]   Optimal power flow using gravitational search algorithm [J].
Duman, Serhat ;
Guvenc, Ugur ;
Sonmez, Yusuf ;
Yorukeren, Nuran .
ENERGY CONVERSION AND MANAGEMENT, 2012, 59 :86-95
[6]   Voltage profile enhancement by fuzzy controlled MLI UPFC [J].
Elgamal, Mohamed Elsaid ;
Lotfy, Ahmed ;
Ali, G. E. M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 34 (01) :10-18
[7]  
Fuerte-Esquivel CR, IEEE P GEN TRANS DIS
[8]   THE UNIFIED POWER-FLOW CONTROLLER - A NEW APPROACH TO POWER TRANSMISSION CONTROL [J].
GYUGYI, L ;
SCHAUDER, CD ;
WILLIAMS, SL ;
RIETMAN, TR ;
TORGERSON, DR ;
EDRIS, A .
IEEE TRANSACTIONS ON POWER DELIVERY, 1995, 10 (02) :1085-1097
[9]   UNIFIED POWER-FLOW CONTROL CONCEPT FOR FLEXIBLE AC TRANSMISSION-SYSTEMS [J].
GYUGYI, L .
IEE PROCEEDINGS-C GENERATION TRANSMISSION AND DISTRIBUTION, 1992, 139 (04) :323-331
[10]  
Gyugyi L., 1994 IEEE SUMM M