parent
19975b1f88
commit
45f7dc7dff
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@ -0,0 +1,7 @@
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function [ output_args ] = Geteb( this )
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%BE Summary of this function goes here
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% Detailed explanation goes here
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output_args=this.eb;
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end
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@ -0,0 +1,7 @@
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function [ output_args ] = Getgle( this )
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%GLE Summary of this function goes here
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% Detailed explanation goes here
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output_args=this.gle;
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end
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@ -0,0 +1,31 @@
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classdef Opti
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%OPTI Summary of this class goes here
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% Detailed explanation goes here
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properties
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PD0=NaN;
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QD0=NaN;
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Volt0=NaN;
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wPD=NaN;
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wQD=NaN;
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wVolt=NaN;
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PDi=NaN;
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QDi=NaN;
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Y=NaN;
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Angel=NaN;
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r=NaN;
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c=NaN;
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PG=NaN;
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QG=NaN;
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gle=NaN;%opti toolbox大于小于等于
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eb=NaN;%等式、不等式约束右边的值
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Balance=NaN;
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end
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methods
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function this=Opti()
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end
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end
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end
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function [ output_args,this ] = equ( this )
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%EQU Summary of this function goes here
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% Detailed explanation goes here
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PDi=this.PDi;
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QDi=this.QDi;
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Volt0=this.Volt0;
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Angel=this.Angel;
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r=this.r;
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c=this.c;
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PG=this.PG;
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QG=this.QG;
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PD=x(1:length(PDi));
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QD=x(length(PDi)+1:length(PDi)+length(QDi));
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Volt=x(length(PDi)+length(QDi)+1:length(PDi)+length(QDi)+length(Volt0));
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VAngel=x(length(PDi)+length(QDi)+length(Volt0):end);
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PD_=zeros(PD,length(Volt0));
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QD_=zeros(QD,length(Volt0));
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PD_(PDi)=PD;
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QD_(QDi)=QD;
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busNum=length(Volt0);
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VMatrix=sparse(r,c,VAngel(r)-VAngel(c)-Angel,busNum,busNum);
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dP=PG-PD_-diag(Volt)*(Y.*cos(VMatrix))*Volt;
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dQ=QG-QD_-diag(Volt)*(Y.*spfun(@sin,VMatrix))*Volt;
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output_args=[dP;dQ];
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this.gle=ze
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end
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@ -0,0 +1,30 @@
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function [ output_args,this ] = equ( this,x )
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%EQU Summary of this function goes here
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% Detailed explanation goes here
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PDi=this.PDi;
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QDi=this.QDi;
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Volt0=this.Volt0;
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Angel=this.Angel;
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r=this.r;
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c=this.c;
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PG=this.PG;
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QG=this.QG;
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Balance=this.Balance;
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Y=this.Y;
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PD=x(1:length(PDi));
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QD=x(length(PDi)+1:length(PDi)+length(QDi));
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Volt=x(length(PDi)+length(QDi)+1:length(PDi)+length(QDi)+length(Volt0));
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VAngel=x(length(PDi)+length(QDi)+length(Volt0):end);
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PD_=zeros(length(Volt0),1);
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QD_=zeros(length(Volt0),1);
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PD_(PDi)=PD;
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QD_(QDi)=QD;
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busNum=length(Volt0);
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VMatrix=sparse(r,c,VAngel(r)-VAngel(c)-Angel,busNum,busNum);
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dP=PG-PD_-diag(Volt)*(Y.*cos(VMatrix))*Volt;
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dQ=QG-QD_-diag(Volt)*(Y.*spfun(@sin,VMatrix))*Volt;
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output_args=[dP;dQ];
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this.gle=zeros(length(output_args),1);
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this.eb=this.gle;
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end
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function [ this ] = init( this,Volt0,PDi,QDi,wPD,wQD,PD0,QD0,Y,Angel,r,c,PG,QG,Balance )
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%INIT Summary of this function goes here
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% Detailed explanation goes here
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this.PDi=PDi;
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this.QDi=QDi;
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this.wPD=wPD;
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this.wQD=wQD;
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this.PD0=PD0;
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this.QD0=QD0;
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this.Y=Y;
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this.Angel=Angel;
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this.r=r;
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this.c=c;
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this.PG=PG;
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this.QG=QG;
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this.Balance=Balance;
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this.Volt0=Volt0;
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end
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@ -0,0 +1,15 @@
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function [ output_args ] = obj( this )
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%OBJ Summary of this function goes here
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% Detailed explanation goes here
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wPD=this.wPD;
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wQD=this.wQD;
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PD=this.PD;
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QD=this.QD;
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wVolt=t
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t4=wPD.*(PD(PD0~=0)-PD0(PD0~=0)).^2;
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t5=wQD.*(QD(QD0~=0)-QD0(QD0~=0)).^2;
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t6=wVolt.*(Volt-Volt0').^2;
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out_arg=sum(t4)+sum(t5)+sum(t6);
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end
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function [ output_args ] = obj( this,x )
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%OBJ Summary of this function goes here
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% Detailed explanation goes here
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PDi=this.PDi;
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QDi=this.QDi;
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PD=x(1:length(PDi));
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QD=x(length(PDi)+1:length(PDi)+length(QDi));
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wPD=this.wPD;
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wQD=this.wQD;
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% wVolt=this.wVolt;
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PD0=this.PD0;
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QD0=this.QD0;
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t4=(wPD(PDi).*(PD-PD0(PDi))).^2;
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t5=(wQD(QDi).*(QD-QD0(QDi))).^2;
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output_args=sum(t4)+sum(t5);
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end
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@ -33,9 +33,9 @@ wQG=1*ones(size(PVi,1),1);
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%randInt=randperm(size(Loadi,1));
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%randPDind=randInt(1:10);
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randPDind=0;
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wPD=1/0.05^2*ones(sum(PD~=0),1);
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wQD=1/0.05^2*ones(sum(QD~=0),1);
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wVolt=1/0.05^2*ones(Busnum,1);
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wPD=1/0.05*ones(length(PD),1);
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wQD=1/0.05*ones(length(QD),1);
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wVolt=1/0.05*ones(Busnum,1);
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%wD(randPDind)=0;%一些负荷不约束
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%wD(7)=0;
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% wD(11)=0;
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107
Run_YALMIP.asv
107
Run_YALMIP.asv
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@ -39,52 +39,77 @@ BalVolt=Volt(Balance);
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% UAngel=sdpvar(Busnum,1);
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% PG=sdpvar(Busnum,1);
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% QG=sdpvar(Busnum,1);
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PD=sdpvar(Busnum,1);
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QD=sdpvar(Busnum,1);
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% PD=sdpvar(Busnum,1);
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% QD=sdpvar(Busnum,1);
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AngleIJ=sdpvar(Busnum,Busnum,'full');
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%% 加噪音
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PD0=(1+normrnd(0,0.05,length(PD0),1)).*PD0;
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QD0=(1+normrnd(0,0.05,length(QD0),1)).*QD0;
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%% 目标函数
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Objective=ObjectiveFun(PG,PG0,PGi,QG,QG0,PVi,PD,PD0,QD,QD0,Volt,Volt0,wPG,wQG,wPD,wQD,wVolt,Loadi);
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% Objective=ObjectiveFun(PG,PG0,PGi,QG,QG0,PVi,PD,PD0,QD,QD0,Volt,Volt0,wPG,wQG,wPD,wQD,wVolt,Loadi);
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%AngleIJ=sparse(r,c,UAngel(r)-UAngel(c)-Angle,Busnum,Busnum);
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%% 赋初值,可以加快求解速度。
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assign(Volt(:),1);
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assign(UAngel(:),0);
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assign(PD(:),PD0(:));
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assign(QD(:),QD0(:));
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%% YALMIP²¿·Ö
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dP=PG0-PD-diag(Volt)*Y.*cos( sparse(r,c,UAngel(r)-UAngel(c)-Angle,Busnum,Busnum) )*Volt;
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dQ=QG0-QD-diag(Volt)*Y.*sin( sparse(r,c,UAngel(r)-UAngel(c)-Angle,Busnum,Busnum) )*Volt;
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Loadi=PD0~=0 | QD0~=0 |PG0~=0|QG0~=0;
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Constraints = [%AngleIJ-sparse(r,c,UAngel(r)-UAngel(c)-Angle,Busnum,Busnum)==0, ...
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dP(setdiff(1:Busnum,Loadi))==0, ...
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dQ(setdiff(1:Busnum,Loadi))==0, ...
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% dP==0, ...
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% dQ==0, ...
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PD(PD0==0)==0, ...
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QD(QD0==0)==0, ...
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0.9*ones(Busnum,1)<=Volt<=1.1*ones(Busnum,1), ...
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Volt(Balance)==BalVolt, ...
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UAngel(Balance)==0, ...
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0.8*PD0<=PD<=1.2*PD0;
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0.8*QD0<=QD<=1.2*QD0;
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];
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options = sdpsettings('verbose',2,'showprogress',1,'debug',0,'solver','ipopt','usex0','1');
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sol = solvesdp(Constraints,Objective,options);
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if sol.problem == 0
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fprintf('Volt\n');
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dvolt=double(Volt)
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fprintf('VoltAngle\n');
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dVangle=double(UAngel)
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fprintf('ojb\n');
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optimalObj=double(Objective)
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sol
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else
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display('Hmm, something went wrong!');
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sol.info
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sol.solveroutput
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yalmiperror(sol.problem)
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end
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% assign(Volt(:),1);
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% assign(UAngel(:),0);
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% assign(PD(:),PD0(:));
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% assign(QD(:),QD0(:));
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% %% YALMIP²¿·Ö
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% dP=PG0-PD-diag(Volt)*Y.*cos( sparse(r,c,UAngel(r)-UAngel(c)-Angle,Busnum,Busnum) )*Volt;
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% dQ=QG0-QD-diag(Volt)*Y.*sin( sparse(r,c,UAngel(r)-UAngel(c)-Angle,Busnum,Busnum) )*Volt;
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% Loadi=PD0~=0 | QD0~=0 |PG0~=0|QG0~=0;
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% Constraints = [%AngleIJ-sparse(r,c,UAngel(r)-UAngel(c)-Angle,Busnum,Busnum)==0, ...
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% dP(setdiff(1:Busnum,Loadi))==0, ...
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% dQ(setdiff(1:Busnum,Loadi))==0, ...
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% % dP==0, ...
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% % dQ==0, ...
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% PD(PD0==0)==0, ...
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% QD(QD0==0)==0, ...
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% 0.9*ones(Busnum,1)<=Volt<=1.1*ones(Busnum,1), ...
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% Volt(Balance)==BalVolt, ...
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% UAngel(Balance)==0, ...
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% 0.8*PD0<=PD<=1.2*PD0;
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% 0.8*QD0<=QD<=1.2*QD0;
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% ];
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% options = sdpsettings('verbose',2,'showprogress',1,'debug',0,'solver','ipopt','usex0','1');
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% sol = solvesdp(Constraints,Objective,options);
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% if sol.problem == 0
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% fprintf('Volt\n');
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% dvolt=double(Volt)
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% fprintf('VoltAngle\n');
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% dVangle=double(UAngel)
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% fprintf('ojb\n');
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% optimalObj=double(Objective)
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% sol
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% else
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% display('Hmm, something went wrong!');
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% sol.info
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% sol.solveroutput
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% yalmiperror(sol.problem)
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% end
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%% Opti Toolbox
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Busnum=length(Volt);
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PDi=find(PD~=0);
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QDi=find(QD~=0);
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% PD0=PD0(PDi);
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% QD0=QD0(QDi);
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seOpti=Opti();
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seOpti=seOpti.init(PDi,QDi,wPD,wQD,PD0,QD0,Y,Angle);
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opts = optiset('solver','filtersd');
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opts.maxiter=85500;
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opts.maxtime=3000;
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opts.maxfeval=85000;
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opts.maxnodes=85000;
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opts.tolrfun=1e-4;
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opts.tolafun=1e-4;
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opts.warnings='all';
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opts.display='off';
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x0=zeros(length(PDi)+length(QDi),1);
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% [~,seOpti]=seOpti.equ(x0);
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% nlrhs=seOpti.nlrhs();
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% nle=seOpti.nle();
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% Opt = opti('fun',@seOpti.fun,'ndec',length(Volt)*2,'nlmix',@seOpti.equ,nlrhs,nle,'options',opts)
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Opt = opti('fun',@seOpti.obj,'ndec',length(PDi)+length(QDi),'options',opts)
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[x,fval,exitflag,info] = solve(Opt,x0);
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info
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fprintf('Ä¿±êº¯Êý: %f\n',fval);
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toc
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32
Run_YALMIP.m
32
Run_YALMIP.m
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@ -39,8 +39,8 @@ BalVolt=Volt(Balance);
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% UAngel=sdpvar(Busnum,1);
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% PG=sdpvar(Busnum,1);
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% QG=sdpvar(Busnum,1);
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PD=sdpvar(Busnum,1);
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QD=sdpvar(Busnum,1);
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% PD=sdpvar(Busnum,1);
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% QD=sdpvar(Busnum,1);
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AngleIJ=sdpvar(Busnum,Busnum,'full');
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%% ¼ÓÔëÒô
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PD0=(1+normrnd(0,0.05,length(PD0),1)).*PD0;
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% sol.solveroutput
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% yalmiperror(sol.problem)
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% end
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%% Opti Toolbox
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Busnum=length(Volt);
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PDi=find(PD~=0);
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QDi=find(QD~=0);
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% PD0=PD0(PDi);
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% QD0=QD0(QDi);
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seOpti=Opti();
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seOpti=seOpti.init(Volt0,PDi,QDi,wPD,wQD,PD0,QD0,Y,Angle,r,c,PG,QG,Balance);
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opts = optiset('solver','filtersd');
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opts.maxiter=85500;
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opts.maxtime=3000;
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opts.maxfeval=85000;
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opts.maxnodes=85000;
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opts.tolrfun=1e-4;
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opts.tolafun=1e-4;
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opts.warnings='all';
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opts.display='off';
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x0=zeros(length(PDi)+length(QDi)+length(Volt)*2,1);
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% [~,seOpti]=seOpti.equ(x0);
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[~,seOpti]=seOpti.equ(x0);
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nlrhs=seOpti.Geteb();
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nle=seOpti.Getgle();
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Opt = opti('fun',@seOpti.obj,'ndec',length(Volt)*2+length(PDi)+length(QDi),'nlmix',@seOpti.equ,nlrhs,nle,'options',opts)
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% Opt = opti('fun',@seOpti.obj,'ndec',length(PDi)+length(QDi),'options',opts)
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[x,fval,exitflag,info] = solve(Opt,x0);
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info
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fprintf('Ä¿±êº¯Êý: %f\n',fval);
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toc
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Loading…
Reference in New Issue