function [stateCurve,tt,diffList,nxtDt,exitflag]=simulationTimeDomainNI(SimData,SysData,SysPara,x0) % Numerical integration approach for dynamic simulation % % FUNCTION simulationTimeDomainNI % Author: Rui Yao % % Copyright (C) 2021, UChicago Argonne, LLC. All rights reserved. % % OPEN SOURCE LICENSE % % Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: % % 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. % 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. % 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. % % % ****************************************************************************************************** % DISCLAIMER % % THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED % WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A % PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY % DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, % PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER % CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR % OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. % *************************************************************************************************** % % INPUT % SimData - Simulation parameters % SysData - System data for simulation % SysPara - Parameters representing the events happening in the system % x0 - Initial system state % % OUTPUT % stateCurve - A list of states in the order of time % tt - A list of time points (starting with 0) % diffList - A list of errors % nxtDt - ending time step % exitFlag - % 0 - Success and normally exit % -1 - Fail to finish (due to computation errors or failures) % % MODES (controlled by SimData.method) % SimData.method has format X.YZ % X - Method for solving differential equations (DE) % 0 - HE % 1 - Modified Euler % 2 - RK4 % 3 - Trapezoidal % % Y - Method for solving algebraic equations (AE) % 0 - HE % 1 - NR % % Z - Variable step (only applies to X>1) % 0 - Fixed step % 1 - Adaptive step % %% [bus,sw,pv,pq,shunt,line,ind,zip,syn,exc,tg,agc,cac,cluster]=unfoldSysData(SysData); [nState,idxs]... =getIndexDyn(SysData); % [V0,Q0,s0,d0,w0,eq10,eq20,ed10,ed20,psid0,psiq0,Pm0,Ef0,Vavrm0,Vavrr0,Vavrf0,Vavrref0,tgovg0,tgovm0,tgovmech0]=unfoldX(x0,SysData); % [~,~,sNew,dNew,~,eq1New,eq2New,ed1New,ed2New,psidNew,psiqNew,~,EfNew,~,~,~,~,~,~,~]=unfoldX(xNew,SysData); [maxTime,segTime,dt,nlvl,taylorN,alphaTol,diffTol,diffTolMax,method,varOpt]=unfoldSimData(SimData); [pqIncr,pvIncr,Rind0,Rind1,Reind0,Reind1,Rzip0,Rzip1,Ytr0,Ytr1,Ysh0,Ysh1,VspSq2,~,~,~,~,Tmech1,Varref1,Ef1,Pm1,Eq11]=unfoldSysPara(SysPara); if ~isempty(varOpt) && isfield(varOpt,'absT') useAbsT=1; absT=varOpt.absT; else useAbsT=0; end [~,~,~,~,~,~,~,~,method]=unfoldSimData(SimData); DEmethod=floor(method); AEmethod=round(10*mod(method,1)); varStep=round(100*mod(method,0.1)); eval('setting_func_simulationTimeDomainNI'); if varStep~=0 % some temporary parameters dt=min([maxStep,max([minStep,dt])]); % end tt=0; diffList=0; % tt=0:dt:maxTime; % if maxTime>tt(end)+1e-9;tt=[tt,maxTime];end % if length(tt)<2;tt=[0,maxTime];end % diffList=zeros(size(tt)); nbus=size(bus,1); nline=size(line,1); nInd=size(ind,1); nZip=size(zip,1); nSyn=size(syn,1); nTg=size(tg,1); nExc=size(exc,1); if isempty(pqIncr);pqIncr=zeros(size(pq,1),2);end if isempty(pvIncr);pvIncr=zeros(size(pv,1),1);end if isempty(Rind0);Rind0=ones(nInd,1);end if isempty(Rind1);Rind1=zeros(nInd,1);end if isempty(Reind0);Reind0=ones(nInd,1);end if isempty(Reind1);Reind1=zeros(nInd,1);end if isempty(Rzip0);Rzip0=ones(nZip,1);end if isempty(Rzip1);Rzip1=zeros(nZip,1);end if isempty(Ytr0)||isempty(Ytr1)||isempty(Ysh0)||isempty(Ysh1) [~,Ytr0x,Ysh0x,~,~,~,~]=getYMatrix(nbus,line); if isempty(Ytr0);Ytr0=Ytr0x;end if isempty(Ytr1);Ytr1=0*Ytr0;end if isempty(Ysh0);Ysh0=Ysh0x;end if isempty(Ysh1);Ysh1=0*Ysh0;end end if isempty(Tmech1);Tmech1=zeros(nTg,1);end if isempty(Varref1);Varref1=zeros(nExc,1);end if isempty(Ef1);Ef1=zeros(nSyn,1);end if isempty(Pm1);Pm1=zeros(nSyn,1);end if isempty(Eq11);Eq11=zeros(nSyn,1);end busType=zeros(nbus,1); if isempty(pv) pv=zeros(0,6); end if isempty(pq) pq=zeros(0,6); end if isempty(shunt) shunt=zeros(0,7); end if isempty(sw) sw=zeros(0,13); end busType(pv(:,1))=1; busType(sw(:,1))=2; isw=find(busType==2); ipv=find(busType~=0); ipq=find(busType==0); npq=size(ipq,1); npv=size(ipv,1); yShunt=zeros(nbus,1); yShunt(shunt(:,1))=shunt(:,5)+1j*shunt(:,6); Ysh0=Ysh0+yShunt; shunt=zeros(0,7); if isempty(VspSq2) V0=x0(idxs.vIdx); VspSq2=[abs(V0).*abs(V0),zeros(nbus,1)]; end segAlpha=min([maxTime,segTime]); maxLvlHe=3; if nlvl>maxLvlHe nlvl=maxLvlHe; end SimDatax=foldSimData(maxTime,segAlpha,dt,nlvl,taylorN,alphaTol,diffTol,diffTolMax,method); stateCurve=zeros(size(x0,1),1); stateCurve(:,1)=x0; iden=[datestr(clock,30),'_dyn']; % % [t,stateCurve,finalAlpha,alphaList,diffList]=hemMachinePFmultiStageDyn(SimDatax,SysData,SysParax,x0); V0=x0(idxs.vIdx); SysDatax=foldSysData(bus,sw,pv,pq,shunt,line,ind,zip,syn,exc,tg,agc,cac,cluster); dxc=integ(SysDatax,SysPara,x0,dt)/dt; SysParaxx=foldSysPara(pqIncr,pvIncr,Rind0,Rind1,Reind0,Reind1,Rzip0,Rzip1,Ytr0,[],Ysh0,[],[abs(V0).*abs(V0),zeros(nbus,1)],[],[],[],[],Tmech1,Varref1,Ef1,Pm1,Eq11); diff=checkEquationBalanceSynDyn(SysDatax,SysParaxx,x0,dxc); diffList(1)=max(abs(diff)); it=1; stepCnt=0; errPtoX=zeros(0,1); nxtDt=dt; correctRatio=1; while tt(end)+dt<=maxTime+stepSizeEps xt=stateCurve(:,end); nxtDt=dt; % dt=tt(it)-tt(it-1); if DEmethod==1 % Improved Euler SysParaOrig=foldSysPara(pqIncr,pvIncr,Rind0,Rind1,Reind0,Reind1,Rzip0,Rzip1,Ytr0,Ytr1,Ysh0,Ysh1,VspSq2,[],[],[],[],Tmech1,Varref1,Ef1,Pm1,Eq11); SysDataOrig=foldSysData(bus,sw,pv,pq,shunt,line,ind,zip,syn,exc,tg,agc,cac,cluster); [xTemp,diff,exitflag]=singleStepME(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt,iden,AEmethod); if exitflag~=0 if varStep dt=max([minStep,dt/10]); [xTemp,diff,exitflag]=singleStepME(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt,iden,AEmethod); if exitflag~=0 break; end else break; end end stateCurve=[stateCurve,xTemp]; diffList=[diffList,max(abs(diff))]; if varStep&&stepCnt>=stepCntThreshold [xTempMid,~,tmpExitflag]=singleStepME(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt/2,iden,AEmethod); if tmpExitflag==0 [xTemp1,~,tmpExitflag]=singleStepME(SimDatax,SysDataOrig,SysParaOrig,xTempMid,tt(end)+dt/2,dt/2,iden,AEmethod); end if tmpExitflag==0 errX=max(abs(xTemp1-xTemp)); maxErrX=max(abs(errX)); errPtoX=[errPtoX;maxErrX/diffList(end)]; stepRatio=min([max([(diffTol*mean(errPtoX)/2/maxErrX)^(1/3),0.3]),2]); nxtDt=correctRatio^1.5*0.95*dt*stepRatio; correctRatio=sqrt(correctRatio); disp(''); end stepCnt=0; end elseif DEmethod==2% R-K 4 SysParaOrig=foldSysPara(pqIncr,pvIncr,Rind0,Rind1,Reind0,Reind1,Rzip0,Rzip1,Ytr0,Ytr1,Ysh0,Ysh1,VspSq2,[],[],[],[],Tmech1,Varref1,Ef1,Pm1,Eq11); SysDataOrig=foldSysData(bus,sw,pv,pq,shunt,line,ind,zip,syn,exc,tg,agc,cac,cluster); [xTemp,diff,exitflag]=singleStepRK4(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt,iden,AEmethod); if exitflag~=0 if varStep dt=max([minStep,dt/10]); [xTemp,diff,exitflag]=singleStepRK4(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt,iden,AEmethod); if exitflag~=0 break; end else break; end end stateCurve=[stateCurve,xTemp]; diffList=[diffList,max(abs(diff))]; if varStep&&stepCnt>=stepCntThreshold [xTempMid,~,tmpExitflag]=singleStepRK4(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt/2,iden,AEmethod); if tmpExitflag==0 [xTemp1,~,tmpExitflag]=singleStepRK4(SimDatax,SysDataOrig,SysParaOrig,xTempMid,tt(end)+dt/2,dt/2,iden,AEmethod); end if tmpExitflag==0 errX=max(abs(xTemp1-xTemp)); maxErrX=max(abs(errX)); errPtoX=[errPtoX;maxErrX/diffList(end)]; stepRatio=min([max([(diffTol*mean(errPtoX)/2/maxErrX)^0.2,0.3]),2]); nxtDt=correctRatio^1.5*0.95*dt*stepRatio; correctRatio=sqrt(correctRatio); disp(''); end stepCnt=0; end else %trapezoidal rule SysParaOrig=foldSysPara(pqIncr,pvIncr,Rind0,Rind1,Reind0,Reind1,Rzip0,Rzip1,Ytr0,Ytr1,Ysh0,Ysh1,VspSq2,[],[],[],[],Tmech1,Varref1,Ef1,Pm1,Eq11); SysDataOrig=foldSysData(bus,sw,pv,pq,shunt,line,ind,zip,syn,exc,tg,agc,cac,cluster); [xTemp,diff,exitflag]=singleStepTRAP(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt,iden,AEmethod); if exitflag~=0 if varStep dt=max([minStep,dt/10]); [xTemp,diff,exitflag]=singleStepTRAP(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt,iden,AEmethod); if exitflag~=0 break; end else break; end end stateCurve=[stateCurve,xTemp]; diffList=[diffList,max(abs(diff))]; if varStep&&stepCnt>=stepCntThreshold [xTempMid,~,tmpExitflag]=singleStepTRAP(SimDatax,SysDataOrig,SysParaOrig,xt,tt(end),dt/2,iden,AEmethod); if tmpExitflag==0 [xTemp1,~,tmpExitflag]=singleStepTRAP(SimDatax,SysDataOrig,SysParaOrig,xTempMid,tt(end)+dt/2,dt/2,iden,AEmethod); end if tmpExitflag==0 errX=max(abs(xTemp1-xTemp)); maxErrX=max(abs(errX)); errPtoX=[errPtoX;maxErrX/diffList(end)]; stepRatio=min([max([(diffTol*mean(errPtoX)/2/maxErrX)^(1/3),0.3]),2]); nxtDt=correctRatio^1.9*0.99*dt*stepRatio; correctRatio=sqrt(correctRatio); disp(''); end stepCnt=0; end end tt=[tt,tt(end)+dt]; it=it+1; if useAbsT strPre=['T=',num2str(absT+tt(it),'%7.5f'),', ']; else strPre=['TD time (in stage)=',num2str(tt(it),'%7.5f'),', ']; end addLog([strPre,'(s), dt=',num2str(dt,'%7.5f'),',cr=',num2str(correctRatio,'%7.5f'),',nxt=',num2str(nxtDt,'%7.5f')],'INFO'); if tt(end)>=maxTime-stepSizeEps break; end if varStep stepCnt=stepCnt+1; dt=nxtDt; dt=min([maxStep,max([minStep,dt])]); correctRatio=correctRatio*dt/nxtDt; if mod(it,stepCntThreshold*20)==0 correctRatio=1; end end if tt(end)+dt>=maxTime-stepSizeEps dt=maxTime-tt(end); end end stateCurve=stateCurve(:,1:it); tt=tt(1:it); diffList=diffList(1:it); if exist([iden,'.mat'],'file') delete([iden,'.mat']); end end