optimal power flow by using pso
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hi this is my program . but i want to change my program for power flow .i want to compare ieee 30 bus result ,from newton raphson method
please help me ......
i am waiting your result....
clc;
clear all;
close all;
ipf=fopen('opres75n.in','r');
opf=fopen('opres75.out','w+');
%reading data
no_part=fscanf(ipf,'%f',1);
no_var=fscanf(ipf,'%f',1);
no_units=fscanf(ipf,'%f',1);
itermax=fscanf(ipf,'%f',1);
temp=fscanf(ipf,'%f',[5,no_units]);
temp=temp';
c=temp(:,1);
b=temp(:,2);
a=temp(:,3);
pmin=temp(:,5);
pmax=temp(:,4);
bng=fscanf(ipf,'%f',no_var);
pg=fscanf(ipf,'%f',no_units);
pbest=zeros(no_part,1);
gbest=0;
part_v=zeros(no_part,no_var);
wmin=0.4; wmax=0.9;
c1=2; c2=2;
vmax=(pmax-pmin)/50;
% Random Generation of particles
% for i=1:no_part
% for j=1:no_var
% ng=bng(j);
% part(i,j)=pmin(ng)+(pmax(ng)-pmin(ng))*rand-pg(ng);
% end
% end
i=1;
while i~=no_part+1
for j=1:no_var
ng=bng(j);
part(i,j)=pmin(ng)+(pmax(ng)-pmin(ng))*rand-pg(ng);
end
sum_part=sum(part(i,:));
i=i+1;
if abs(sum_part)>=0.1
i=i-1;
end
if i==0
i=1;
end
end
for iter=1:itermax
i=1;
tic;
while i~=no_part+1
sum_part=sum(part(i,:));
if abs(sum_part)>=0.1
for j=1:no_var
ng=bng(j);
part(i,j)=pmin(ng)+(pmax(ng)-pmin(ng))*rand-pg(ng);
end
i=i-1;
else
i=i+1;
end
if i==0
i=1;
end
end
% Binding Fitness calculation
bf=zeros(no_part,no_var);
dpmin=pg-pmin;
dpmax=pmax-pg;
i=1;
while i~=no_part+1
for j=1:no_var
ng=bng(j);
if part(i,j)<dpmin(ng)
bf(i,j)=dpmin(ng)-part(i,j);
end
if part(i,j)>dpmax(ng)
bf(i,j)=part(i,j)-dpmax(ng);
end
end
k=0;
for j=1:no_var
if bf(i,j)==0
part(i,j)=pmin(ng)+(pmax(ng)-pmin(ng))*rand-pg(ng);
k=1;
end
end
if k==1
i=i-1;
end
i=i+1;
end
% Optimal Fitness Calculation
cost=zeros(no_part,1);
for i=1:no_part
for j=1:no_var
ng=bng(j);
cost(i)=cost(i)+(a(ng)+b(ng)*part(i,j)+c(ng)*part(i,j)*part(i,j))*part(i,j);
end
end
% PBEST
if iter==1
pbest=cost;
part_pb=part;
else
for i=1:no_part
if pbest(i)>cost(i)
pbest(i)=cost(i);
part_pb(i,:)=part(i,:);
end
end
end
%GBEST
gbest=min(pbest);
for i=1:no_part
if gbest==cost(i)
part_gb=part(i,:);
end
end
% Velocity
w=wmax-((wmax-wmin)/itermax)*iter;
for i=1:no_part
for j=1:no_var
ng=bng(j);
part_v(i,j)=w*part_v(i,j)+c1*rand*(part_pb(i,j)-part(i,j))+c2*rand*(part_gb(j)-part(i,j));
if part_v(i,j)>vmax(ng)
part_v(i,j)=vmax(ng);
end
if part_v(i,j)<-vmax(ng)
part_v(i,j)=-vmax(ng);
end
end
end
% Position Update
for i=1:no_part
for j=1:no_var
ng=bng(j);
part(i,j)=part(i,j)+part_v(i,j);
if part(i,j)>dpmax(ng)
part(i,j)=dpmax(ng);
end
if part(i,j)<dpmin(ng)
part(i,j)=dpmin(ng);
end
end
end
time(iter)=toc;
fitmin(iter)=min(cost);
costa(iter)=mean(cost);
iter
% max(max(bf))
% min(min(bf))
end
subplot(2,1,1);
plot(1:iter,costa);
xlabel('Iterations');
ylabel('Cost');
subplot(2,1,2);
plot(1:iter,time);
xlabel('Iterations');
ylabel('Time');
for j=1:no_var
for k=1:no_units
ng=bng(j);
if ng==k
pg(ng)=pg(ng)+part_gb(j);
if pg(ng)<pmin(ng)
pg(ng)=pmin(ng);
end
if pg(ng)>pmax(ng)
pg(ng)=pmax(ng);
end
end
end
end
fc=0;
for k=1:no_units
fc=fc+a(k)+b(k)*pg(k)+c(k)*pg(k)*pg(k);
end
s=0;
for i=1:6
s=s+pg(i);
end
7 个评论
Walter Roberson
2012-6-3
You did not ask a question. You presented code (that appears to implement Particle Swarm) and you indicated a general desire ("I want to change my program for power flow"), but you did not ask a question. Please be clearer as to what you are asking.
Walter Roberson
2012-6-3
编辑:Walter Roberson
2021-1-4
Chirag Tanti
2015-2-11
Dear sir, I want to the PSO code for optimal location of STATCOM in IEEE30 bus system
Stephen Ndubuisi
2017-10-6
Pls, I need a matlab code I can use to simulate the transmission loss equation using PSO. How can I apply the constraints to the PSO programming Syntex
Akhil Madarapu
2018-4-3
Hi Manoj sir, You had given a code for optimal power flow by using pso & I tried a lot to execute it in Matlab but it always shows an error... could u help me please
Muhammad Rizaldy
2020-5-17
Where is your data input sir?
Mehmet Cumali Köylü
2021-1-4
Dear sir, I want to the PSO code for optimal location of STATCOM in IEEE30 bus system
回答(6 个)
MANOJ MAHAJAN
2012-6-3
0 个投票
1 个评论
Walter Roberson
2012-6-3
This is a statement:
"I found instructions for trimming the edge of my garden with electric clippers.I want to cut my lawn with an gasoline lawnmower."
And *this* is a question:
"How far out should I pull the choke when I am starting a Banana Junior 9000 gasoline lawnmower?"
kishan bhayani
2013-3-4
0 个投票
have you get your answer of economic load dispatch of ieee 30 bus system using pso by using above program????
0 个评论
Stephen Ndubuisi
2017-10-6
0 个投票
Sir pls I need a MATLAB code that will help me minimise transmission loss using PSO.
4 个评论
Walter Roberson
2017-10-6
Look in the File Exchange to see what is available. If you do not see what you need there, then you will have to write the code yourself (or hire someone to write it.)
Akhil Madarapu
2018-4-3
Sir please could you give me the code for " transmission loss minimization using PSO" It's my Btech final year project & I have to submit the code and execute it within 2 days. Help me please........
mohammed hamouda
2019-6-26
please sir
if you finished your project can you send me the code in my email
eng_mohammedhamouda@azhar.edu.eg
TEBBAKH NOUR
2021-9-26
hello please if you have got this code send it to me
nouropport2010@yahoo.com
Nandhini Sankar
2018-1-14
0 个投票
sir please i need a MATLAB code that will help me Rician noise removal method using PSO
0 个评论
mohammed hamouda
2019-6-26
0 个投票
pleas sir
i nead code for optimal planning to penetrate of renewable resource in electrical network (sizing & type) dealing with reliability?
1 个评论
TEBBAKH NOUR
2021-9-26
Hello sir please if you have got this code send it to me
nouropport2010@yahoo.comù
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