DocumentCode :
3215755
Title :
An angle-based PSO approach for reactive power management problem
Author :
Pouya, K. ; Lesani, H.
Author_Institution :
Dept. of Electr. Eng., Univ. of Tehran, Tehran
fYear :
2009
fDate :
15-18 March 2009
Firstpage :
1
Lastpage :
6
Abstract :
In this paper an overview of the angle based particle swarm optimization algorithm (thetas-PSO) followed by its application to optimal reactive power procurement is provided. Among the ancillary services is the reactive power control, which has an important role in efficient operation of the power systems. Implementing a commercial based structure for reactive power scheduling is the most attractive option in deregulated environments. Here is defined a model which attempts to minimize the cost of reactive power procurement and energy losses which incorporates ordinary technical criteria and voltage stability margin in special as soft constraints. From mathematical points of view, the reactive power market can be formulated as a nonlinear optimization problem. The thetas-PSO, as an extension of the standard Particle Swarm Optimization algorithm, is applied to solve the problem of reactive power market. The IEEE 30-bus test system is used to illustrate the efficiency of this approach. The results are compared with those obtained by standard PSO showing that the thetas-PSO has a good potential to converge to better feasible solutions with few iteration steps.
Keywords :
particle swarm optimisation; power markets; power system control; power system economics; power system management; reactive power control; angle based particle swarm optimization algorithm; optimal reactive power procurement; power systems; reactive power control; reactive power management problem; reactive power market; reactive power scheduling; Energy management; Industrial power systems; Particle swarm optimization; Power system control; Power system management; Power system modeling; Power system stability; Procurement; Reactive power; Reactive power control; OPF; optimization; particle swarm; reactive power market; voltage stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Systems Conference and Exposition, 2009. PSCE '09. IEEE/PES
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-3810-5
Electronic_ISBN :
978-1-4244-3811-2
Type :
conf
DOI :
10.1109/PSCE.2009.4840045
Filename :
4840045
Link To Document :
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