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A hybrid Particle Swarm Optimization and Bacterial Foraging for optimal Power System Stabilizers design
Faculty
Science
Year:
2013
Type of Publication:
Article
Pages:
334-341
Authors:
Ali, E. S, Abd-Elazim, S. M
DOI:
10.1016/j.ijepes.2012.10.047
Journal:
INTERNATIONAL JOURNAL OF ELECTRICAL POWER \& ENERGY SYSTEMS ELSEVIER SCI LTD
Volume:
46
Research Area:
Engineering
ISSN
ISI:000314372000036
Keywords :
PSSs, Multimachine power system, Particle Swarm Optimization, Bacterial Foraging, Damping oscillations, Hybrid algorithm
Abstract:
A novel hybrid approach involving Particle Swarm Optimization (PSO) and Bacterial Foraging Optimization Algorithm (BFOA) called Bacterial Swarm Optimization (BSO) is illustrated for optimal Power System Stabilizers (PSSs) design in a multimachine power system. In BSO, the search directions of tumble behavior for each bacterium are oriented by the individual's best location and the global best location of PSO. The proposed hybrid algorithm has been extensively compared with the original BFOA algorithm and the PSO algorithm. Simulation results have shown the validity of the proposed BSO in tuning PSSs compared with BFOA and PSO. Moreover, the results are presented to demonstrate the effectiveness of the proposed controller to improve the power system stability over a wide range of loading conditions and various disturbances. 2012 (C) Elsevier Ltd. All rights reserved.
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