Network partitioning using harmony search and equivalencing for distributed computing

被引:17
作者
Ezhilarasi, G. Angeline [1 ]
Swarup, K. S. [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Madras 600036, Tamil Nadu, India
关键词
Network decomposition; Optimal partitioning; Distributed computing; Harmony Search Algorithm; Network equivalencing; ECONOMIC LOAD DISPATCH; POWER; ALGORITHM; OPTIMIZATION;
D O I
10.1016/j.jpdc.2012.04.006
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Power system has a highly interconnected network that requires intense computational effort and resources for centralized control. Distributed computing needs the systems to be partitioned optimally into clusters. The network partitioning is an optimization problem whose objective is to minimize the number of nodes in a cluster and the tie lines between the clusters. Harmony Search(HS) Algorithm is one of the recently developed meta heuristic algorithms that can be applied to optimization problems. In this work, the HS algorithm is applied to the network partitioning problem and power flow based equivalencing is done to represent the external system. Simulation is done on IEEE Standard Test Systems. The algorithm is found to be very effective in partitioning the system hierarchically and the equivalencing method gives accurate results in comparison to the centralized control. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:936 / 943
页数:8
相关论文
共 35 条
[1]  
[Anonymous], P 15 POW SYST COMP C
[2]   METHOD FOR OPTIMAL TEARING OF ELECTRICAL NETWORKS [J].
CAFARO, G ;
MARGARITA, E .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1982, 4 (03) :185-191
[3]   Power system network partitioning using tabu search [J].
Chang, CS ;
Lu, LR ;
Wen, FS .
ELECTRIC POWER SYSTEMS RESEARCH, 1999, 49 (01) :55-61
[4]  
Christie R., 2016, POWER SYSTEM TEST CA
[5]   An improved harmony search algorithm for power economic load dispatch [J].
Coelho, Leandro dos Santos ;
Mariani, Viviana Cocco .
ENERGY CONVERSION AND MANAGEMENT, 2009, 50 (10) :2522-2526
[6]   Exploratory Power of the Harmony Search Algorithm: Analysis and Improvements for Global Numerical Optimization [J].
Das, Swagatam ;
Mukhopadhyay, Arpan ;
Roy, Anwit ;
Abraham, Ajith ;
Panigrahi, Bijaya K. .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 41 (01) :89-106
[7]   STUDIES ON POWER SYSTEM LOAD FLOW EQUIVALENCING [J].
DECKMAN, S ;
PIZZOLANTE, A ;
MONTICELLI, A ;
STOTT, B ;
ALSAC, O .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1980, 99 (06) :2301-2310
[8]   NEW TECHNIQUE OF NETWORK PARTITIONING FOR VOLTAGE COLLAPSE MARGIN CALCULATIONS [J].
DESOUZA, ACZ ;
QUINTANA, VH .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1994, 141 (06) :630-636
[9]   OPTIMAL CLUSTERING OF POWER NETWORKS USING GENETIC ALGORITHMS [J].
DING, H ;
ELKEIB, AA ;
SMITH, R .
ELECTRIC POWER SYSTEMS RESEARCH, 1994, 30 (03) :209-214
[10]   A distributed simulation based approach for detailed and decentralized power system transient stability analysis [J].
Esmaeili, S. ;
Kouhsari, S. M. .
ELECTRIC POWER SYSTEMS RESEARCH, 2007, 77 (5-6) :673-684