Application of hyper-spherical search algorithm for optimal coordination of overcurrent relays considering different relay characteristics

被引:39
作者
Ahmadi, S. A. [1 ]
Karami, H. [2 ]
Sanjari, M. J. [2 ]
Tarimoradi, H. [2 ]
Gharehpetian, G. B. [2 ]
机构
[1] Shahid Rajaee Teacher Training Univ, Dept Elect Engn, Tehran, Iran
[2] Amirkabir Univ Technol, Dept Elect Engn, Tehran, Iran
关键词
Power system protection; Overcurrent relays coordination; Relays characteristics; HSS algorithm; PARTICLE SWARM OPTIMIZATION; POWER-SYSTEM; PROTECTION;
D O I
10.1016/j.ijepes.2016.04.042
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
Minimization of the discrimination time between the backup and main overcurrent relays is one of the most important issues in the relays coordination of a power system. Finding the Time Setting Multipliers (TSMs) by the evolutionary algorithm has been investigated in the previous papers. In this paper, in addition to TSM, different characteristics of the overcurrent relays are considered to improve coordination. On the other hand, the coordination problem can be considered as an optimization problem, which can be solved by artificial intelligent methods. Recently, a novel optimization algorithm, Hyper-Sphere Search (HSS) algorithm, has been introduced. The HSS algorithm is adapted to the problem of this paper, in order to select the characteristics of the overcurrent relays and their TSMs. The result of HSS is compared with the genetic algorithm which is used in the previous studies. The simulation results on the sample network show the effectiveness of HSS and relays characteristics in terms of better coordination. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:443 / 449
页数:7
相关论文
共 22 条
[1]   Optimum Coordination of Overcurrent Relay Timing Using Simplex Method [J].
Bedekar, Prashant P. ;
Bhide, Sudhir R. ;
Kale, Vijay S. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2010, 38 (10) :1175-1193
[2]   An on-line relay coordination algorithm for adaptive protection using linear programming technique [J].
Chattopadhyay, B ;
Sachdev, MS ;
Sidhu, TS .
IEEE TRANSACTIONS ON POWER DELIVERY, 1996, 11 (01) :165-173
[3]   Coordination of directional overcurrent relays using opposition based chaotic differential evolution algorithm [J].
Chelliah, Thanga Raj ;
Thangaraj, Radha ;
Allamsetty, Srikanth ;
Pant, Millie .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 55 :341-350
[4]   Adaptive overcurrent relay coordination for off-peak loading in interconnected power system [J].
Chen, Chao-Rong ;
Lee, Cheng-Hung .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 63 :140-144
[5]   On the sizing of a solar thermal electricity plant for multiple objectives using evolutionary optimization [J].
Deb, Kalyanmoy ;
Ruiz, Francisco ;
Luque, Mariano ;
Tewari, Rahul ;
Cabello, Jose M. ;
Cejudo, Jose M. .
APPLIED SOFT COMPUTING, 2012, 12 (10) :3300-3311
[6]   A new approach for optimal coordination of distance and directional over-current relays using multiple embedded crossover PSO [J].
Farzinfar, Mehdi ;
Jazaeri, Mostafa ;
Razavi, Farzad .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 61 :620-628
[7]   Optimal Scheduling of Residential Energy System Including Combined Heat and Power System and Storage Device [J].
Karami, H. ;
Sanjari, M. J. ;
Tavakoli, A. ;
Gharehpetian, G. B. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2013, 41 (08) :765-781
[8]  
Karami H, 2014, NEURAL COMPUT APPL
[9]   Stochastic load effect on home energy system scheduling optimization [J].
Karami, Hossein ;
Sanjari, Mohammad Javad ;
Hadavi, Sajjad ;
Hosseinian, Seyed Hossein ;
Gharehpetian, Gevork B. .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2015, 25 (10) :2412-2426
[10]   An Optimal Dispatch Algorithm for Managing Residential Distributed Energy Resources [J].
Karami, Hossein ;
Sanjari, Mohammad Javad ;
Hosseinian, Seyed Hossein ;
Gharehpetian, G. B. .
IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (05) :2360-2367