Chaotic particle swarm optimization based robust load flow

被引：31

作者：

Acharjee, P. ^{[1
]}

Goswami, S. K. ^{[2
]}

机构：

[1] Natl Inst Technol, Dept Elect Engn, Durgapur 713209, India

[2] Jadavpur Univ, Dept Elect Engn, Kolkata 700032, India

来源：

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS | 2010年 / 32卷 / 02期

关键词：

Chaotic particle swarm optimization; Load flow; Critical conditions; POWER-FLOW; ALGORITHM; SYSTEMS;

D O I：

10.1016/j.ijepes.2009.06.020

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：

A reliable load flow algorithm based on chaotic particle swarm optimization (CPSO) technique has been developed. To obtain optimum solution efficiently and accurately, an innovative formula for adaptive inertia weight factor (AIWF) has been introduced. Novel formulae for constriction factors have been designed for the load flow problems which are also adaptive. In addition to that, chaotic local search (CLS) is used with PSO to get rid of the local optima. To the best of our knowledge, it is the first report of applying CPSO to solve load flow problems. The efficiency and effectiveness of the proposed algorithm has been tested on different standard and ill-conditioned test systems. The proposed method shows its robustness under critical conditions when conventional load flow methods fail. (C) 2009 Elsevier Ltd. All rights reserved.

引用

页码：141 / 146

页数：6

共 27 条

[1] THE CONTINUATION POWER FLOW - A TOOL FOR STEADY-STATE VOLTAGE STABILITY ANALYSIS
AJJARAPU, V
CHRISTY, C
[J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1992, 7 (01) : 416 - 423
[2] Nondivergent fast power flow methods
Bijwe, PR
Kelapure, SM
[J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (02) : 633 - 638
[3] Chaotic particle swarm optimization for economic dispatch considering the generator constraints
Cai Jiejin
Ma Xiaoqian
Li Lixiang
Peng Haipeng
[J]. ENERGY CONVERSION AND MANAGEMENT, 2007, 48 (02) : 645 - 653
[4] DOESSANTOS CL, QUANT SWARM IN PRESS
[5] Solving economic load dispatch problems in power systems using chaotic and Gaussian particle swarm optimization approaches
dos Santos Coelho, Leandro
Lee, Chu-Sheng
[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2008, 30 (05) : 297 - 307
[6] Eberhart R., 1995, MHS 95, P39, DOI [DOI 10.1109/MHS.1995.494215, 10.1109/MHS.1995.494215]
[7] EBERHART RC, 2000, P CEC
[8] Fukuyama Y, 2001, IEEE C EVOL COMPUTAT, P87, DOI 10.1109/CEC.2001.934375
[9] Hartkopf T., 1978, Proc. PSCC VI, V2, P695
[10] Parameter estimation for chaotic systems by particle swarm optimization
He, Qie
Wang, Ling
Liu, Bo
[J]. CHAOS SOLITONS & FRACTALS, 2007, 34 (02) : 654 - 661

← 1 2 3 →