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PSO solution to economic dispatch 1.0

  Date Added: September 05, 2013  |  Visits: 583

PSO solution to economic dispatch

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This software contains two examples psotest.m and psotest.1.By running the programs(psotest.m or psotest1.m) as they are in the default pso1 folder the economic dispatch problemcan be solved. The allocation minimum fuel cost and transmission losses are determined.3. I am using the PSOt, particle swarm optimization toolbox for matlab developed by Prof BrianBirge(Reference).My sincere thanks to him for the efficient toolbox.% the data matrix should have 5 columns of fuel cost coefficients and plant limits.% 1.a ($/MW^2) 2. b $/MW 3. c ($) 4.lower lomit(MW) 5.Upper limit(MW)% This Example system is taken from the book Power System Analysis by Prof HaadiSadaat Example 7.8%no of rows denote the no of plants(n)clearclc;format long;global data B B0 B00data=[0.008 7 200 10 850.009 6.3 180 10 800.007 6.8 140 10 70];B=.01*[.0218 .0093 .0028;.0093 .0228 .0017;.0028 .0017 .0179];B0=0*[.0003 .0031 .0015];Pd=150;l=data(:,4)';u=data(:,5)';ran=[l' u'];n=length(data(:,1));Pdef = [100 100000 100 2 2 0.9 0.4 1500 1e-6 5000 NaN 0 0];[OUT]=pso_Trelea_vectorized('f6',n,1,ran,0,Pdef);out=abs(OUT)P=out(1:n)[F Pl]=f6(P')The resultsP =32.8896887612013364.5983799268277354.85448624558800F = 1.597481635286200e+003Pl = 2.34255491258807This solution is better than the solution given in the bookP=[33.4701 64.0974 55.1011];F=1599.98Reference:Birge, B., 2003, PSOt, A Particle Swarm Optimization Toolbox for Matlab,IEEE Swarm Intelligence Symposium Proceedings, April 24-26ALL THE BEST

Requirements: No special requirements
Platforms: Matlab
Keyword: 0179b03d00003 70b3d010218 Analysis Data Ddata Ddata Ran Denote Dlengthdata Pdef Dpso Trelea Vectorized Ran Pdefout Dabsoutp Dout Haadisadaat Longglobal Pl3df6p039t Plantsnclearclcformat Power System
Users rating: 0/10

License: Freeware Size: 51.2 KB
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