Title of article :
A new method for optimal location and sizing of capacitors in distorted distribution networks using PSO algorithm
Author/Authors :
Taher، نويسنده , , Seyed Abbas and Karimian، نويسنده , , Ali and Hasani، نويسنده , , Mohammad، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Pages :
11
From page :
662
To page :
672
Abstract :
This paper presents an optimization algorithm for simultaneous improvement of power quality (PQ), optimal placement and sizing of fixed capacitor banks in radial distribution networks in the presence of voltage and current harmonics. The algorithm is based on particle swarm optimization (PSO). The objective function includes the cost of power losses, energy losses and those of the capacitor banks. Constraints include voltage limits, number/size of installed capacitors at each bus, and PQ limits of standard IEEE-519. Using a newly proposed fitness function, a suitable combination of the objective function and relevant constraints is defined as a criterion to select a set of the most suitable buses for capacitor placement. This method is also capable of improving particles in several steps for both converging more readily to the near global solution as well as improving satisfaction of the power quality constraints. Simulation results for the 18-bus and 33-bus IEEE distorted networks using the proposed method are presented and compared with those of previous works. In the 18-bus IEEE distorted network, this indicated an improvement of 3.29% saving compared with other methods. Using the proposed optimization method and simulation performed on the 33-bus IEEE distorted network an annual cost reduction of 31.16% was obtained.
Keywords :
Capacitor banks , Harmonic , PSO algorithm , Harmonic power flow , non-linear load , Power Quality (PQ) , optimization , PLACEMENT , sizing
Journal title :
Simulation Modelling Practice and Theory
Serial Year :
2011
Journal title :
Simulation Modelling Practice and Theory
Record number :
1582004
Link To Document :
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