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Run_Wind_ISIMIPs.m
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Run_Wind_ISIMIPs.m
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%% Run ISIMIPs
clear all
root = 'Y:\Kennisbasis\IMAGE\model\users\david\Pojects\ISIMIP2E\ISIMIP2E\2_TIMER\Wind_CC';
root2 = 'Y:\Kennisbasis\IMAGE\model\users\david\Pojects\ISIMIP2E\ISIMIP2E\2_TIMER';
root_data = 'Y:\Kennisbasis\IMAGE\model\users\david\Pojects\ISIMIP2E\ISIMIP2E\2_TIMER\Wind_CC\input\ISIMIP\Wind';
% 1. tas files : are in Kelvin ...so 273.15 must be subtracted from the values to get degree Celsius (K- 273.15=oC)
% 2. sfWind files: are in m s-1
% 3. rsds files : are in W m-2
fname = sprintf('%s\\input\\input_data_offshore.mat', root);
load(fname)
%% File list
disp('Read file list')
fnames = dir(root_data);
c=0;
for j=1:numel(fnames)
if j<3; continue; end;
c=c+1;
pathnames{c} = sprintf('%s\\%s',root_data,(fnames(j).name));
end
c=0;
% clear names
% clc
for j=3:numel(fnames)
c=c+1;
if c<6
%fprintf('%s\n',fnames(j).name(13:70))
names{c} = fnames(j).name(13:70);
elseif c>5 && c<11
%fprintf('%s\n',fnames(j).name(13:70))
names{c} = fnames(j).name(13:70);
elseif c>10 && c<15
%fprintf('%s\n',fnames(j).name(13:70))
names{c} = fnames(j).name(13:70);
elseif c>14
%fprintf('%s\n',fnames(j).name(13:65))
names{c} = fnames(j).name(13:65);
end
names_split{c} =strsplit(names{c},'_');
%fprintf('%s %s %s\n',names_split{c}{1},names_split{c}{2},names_split{c}{5})
end
for i=1:numel(names_split)
GCMID{i}=names_split{i}{1};
RCPID{i}=names_split{i}{2};
TIMEID{i}=names_split{i}{5};
end
%% step 1: read netcdf
i=6; %Hadgem historical
% i=9; %Hadgem RCP60
for i=1:numel(names)
fprintf('Reading file #%d of %d\n',i, numel(names))
clear CM CMc
%% Read netcdf
% finfo = ncinfo(names{i});
% finfo.Variables.Name
CM_data = ncread(pathnames{i},'sfcWind');
%% step 2: convert to correct format
disp('Re-formatting')
for m=1:12
for r=1:360
for c=1:720
CM{m}(r,c) = CM_data(c,r,m);
end
end
end
for r=1:360
for c=1:720
for m=1:12
dt(m) = CM{m}(r,c);
end
CM{13}(r,c) = mean(dt);
end
end
%% step 3: converting units
disp('Converting')
for m=1:13
for r=1:360
for c=1:720
CMc{m}(r,c) = CM{m}(r,c) * 1; % data is already in m/s
end
end
end
% figure(1);clf;imagesc(CMc{13});colorbar
%% step 4: running Solar_cc with Climate model data
disp('Running Cost-supply')
[CostCurveSmthOnshore{i}, CostCurveSmthOffshore{i}, ...
MaxProdOnshore{i}, MaxProdOffshore{i}, ...
LFCurveSmthOnshore{i}, LFCurveSmthOffshore{i}, ...
TechPotCellTheo{i}, TechPotCellGeo{i}, TechPotCell{i}, COE{i}] = Wind_cc_ISIMIP(root,CMc);
%% step 5: Deal with IAM output
% POLES
C2R_fname = sprintf('%s\\input\\ISIMIP\\Modelregionallocation\\Country_to_POLESregion_IsoCode.csv',root);
scenlib_IAM = sprintf('%s\\scenlib\\TIMER_2015\\ISIMIP2E\\POLES\\Wind\\Wind_%s_%s_%s',root2,GCMID{i},RCPID{i},TIMEID{i});
modelregoutput(root,C2R_fname,scenlib_IAM,TechPotCell{i}{13},COE{i}{13},GCMID{i},RCPID{i},TIMEID{i})
modelregwindoutput(root,C2R_fname,scenlib_IAM,CMc,GCMID{i},RCPID{i},TIMEID{i})
% REMIND
C2R_fname = sprintf('%s\\input\\ISIMIP\\Modelregionallocation\\Country_to_REMINDregion_IsoCode.csv',root);
scenlib_IAM = sprintf('%s\\scenlib\\TIMER_2015\\ISIMIP2E\\REMIND\\Wind\\Wind_%s_%s_%s',root2,GCMID{i},RCPID{i},TIMEID{i});
modelregoutput(root,C2R_fname,scenlib_IAM,TechPotCell{i}{13},COE{i}{13},GCMID{i},RCPID{i},TIMEID{i})
% TIAM
C2R_fname = sprintf('%s\\input\\ISIMIP\\Modelregionallocation\\Country_to_TIAMregion_IsoCode.csv',root);
scenlib_IAM = sprintf('%s\\scenlib\\TIMER_2015\\ISIMIP2E\\TIAM\\Wind\\Wind_%s_%s_%s',root2,GCMID{i},RCPID{i},TIMEID{i});
modelregoutput(root,C2R_fname,scenlib_IAM,TechPotCell{i}{13},COE{i}{13},GCMID{i},RCPID{i},TIMEID{i})
% MESSAGE
C2R_fname = sprintf('%s\\input\\ISIMIP\\Modelregionallocation\\Country_to_MESSAGEregion_IsoCode.csv',root);
scenlib_IAM = sprintf('%s\\scenlib\\TIMER_2015\\ISIMIP2E\\MESSAGE\\Wind\\Wind_%s_%s_%s',root2,GCMID{i},RCPID{i},TIMEID{i});
modelregoutput(root,C2R_fname,scenlib_IAM,TechPotCell{i}{13},COE{i}{13},GCMID{i},RCPID{i},TIMEID{i})
% COFFEE
C2R_fname = sprintf('%s\\input\\ISIMIP\\Modelregionallocation\\Country_to_COFFEEregion_IsoCode.csv',root);
scenlib_IAM = sprintf('%s\\scenlib\\TIMER_2015\\ISIMIP2E\\COFFEE\\Wind\\Wind_%s_%s_%s',root2,GCMID{i},RCPID{i},TIMEID{i});
modelregoutput(root,C2R_fname,scenlib_IAM,TechPotCell{i}{13},COE{i}{13},GCMID{i},RCPID{i},TIMEID{i})
% TIAM31
C2R_fname = sprintf('%s\\input\\ISIMIP\\Modelregionallocation\\Country_to_TIAM31Rregion_IsoCode.csv',root);
scenlib_IAM = sprintf('%s\\scenlib\\TIMER_2015\\ISIMIP2E\\TIAM31R\\Wind\\Wind_%s_%s_%s',root2,GCMID{i},RCPID{i},TIMEID{i});
modelregoutput(root,C2R_fname,scenlib_IAM,TechPotCell{i}{13},COE{i}{13},GCMID{i},RCPID{i},TIMEID{i})
% TIAM country division
C2R_fname = sprintf('%s\\input\\ISIMIP\\Modelregionallocation\\GISO_country_division.csv',root);
scenlib_IAM = sprintf('%s\\scenlib\\TIMER_2015\\ISIMIP2E\\TIAM_country\\Wind\\Wind_%s_%s_%s',root2,GCMID{i},RCPID{i},TIMEID{i});
modelregoutput(root,C2R_fname,scenlib_IAM,TechPotCell{i}{13},COE{i}{13},GCMID{i},RCPID{i},TIMEID{i})
%% step 6: Deal with output
disp('Output')
scenlib = sprintf('Y:\\Kennisbasis\\IMAGE\\model\\users\\david\\Pojects\\ISIMIP2E\\ISIMIP2E\\2_TIMER\\scenlib\\TIMER_2015\\ISIMIP2E\\maps\\Wind\\Wind_%s_%s_%s',GCMID{i},RCPID{i},TIMEID{i});
matpath = fullfile(scenlib, sprintf(''));
if ~isdir(matpath)
mkdir(matpath);
end
pathname = fileparts(scenlib);
% CostCurves
% Onshore
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\curves\\CostCurveSmthWON.dat',GCMID{i},RCPID{i},TIMEID{i}));
% txt=sprintf('real main.WONCostCurveSmth[27](oo) = [');
% dlmwrite(file,txt,'');
% dlmwrite(file,CostCurveSmthOnshore{i},'-append','delimiter','\t');
% dlmwrite(file,']','-append');
% dlmwrite(file,';','-append');
%
% % Offshore
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\curves\\CostCurveSmthWOFF.dat',GCMID{i},RCPID{i},TIMEID{i}));
% txt=sprintf('real main.WOFFCostCurveSmth[27](oo) = [');
% dlmwrite(file,txt,'');
% dlmwrite(file,CostCurveSmthOffshore{i},'-append','delimiter','\t');
% dlmwrite(file,']','-append');
% dlmwrite(file,';','-append');
%
% % MaxProd
%
% % Onshore
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\curves\\MaxProdWON.dat',GCMID{i},RCPID{i},TIMEID{i}));
% txt=sprintf('real main.MaxProdOnshore[27] = ');
% dlmwrite(file,txt,'');
% dlmwrite(file,MaxProdOnshore{i},'-append','delimiter','\t');
% dlmwrite(file,';','-append');
%
% % Offshore
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\curves\\MaxProdWOFF.dat',GCMID{i},RCPID{i},TIMEID{i}));
% txt=sprintf('real main.MaxProdOffshore[27] = ');
% dlmwrite(file,txt,'');
% dlmwrite(file,MaxProdOffshore{i},'-append','delimiter','\t');
% dlmwrite(file,';','-append');
%
% % Load factor decline curves
%
% % Onshore
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\curves\\LoadCurveSmthWON.dat',GCMID{i},RCPID{i},TIMEID{i}));
% txt=sprintf('real main.LFCurveSmthOnshore[27](oo) = [');
% dlmwrite(file,txt,'');
% dlmwrite(file,LFCurveSmthOnshore{i},'-append','delimiter','\t');
% dlmwrite(file,']','-append');
% dlmwrite(file,';','-append');
%
% % Offshore
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\curves\\LoadCurveSmthWOFF.dat',GCMID{i},RCPID{i},TIMEID{i}));
% txt=sprintf('real main.LFCurveSmthOffshore[27](oo) = [');
% dlmwrite(file,txt,'');
% dlmwrite(file,LFCurveSmthOffshore{i},'-append','delimiter','\t');
% dlmwrite(file,']','-append');
% dlmwrite(file,';','-append');
% Maps
txt=sprintf('ncols\t%d\nnrows\t%d\nxllcorner\t%d\nyllcorner\t%d\ncellsize\t%0.2f\nNODATA_value\t%d',720,360,-180,-90,0.5,-99);
% Wind theoretical
file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\TheoPotWind.asc',GCMID{i},RCPID{i},TIMEID{i}));
dlmwrite(file,txt,'');
dlmwrite(file,TechPotCellTheo{i}{13},'-append','delimiter',' '); % kWh / cell / y
%figure(1);clf;imagesc(TechPotCellTheo{i}{13});axis image;colorbar
% Wind geographic
file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\GeoPotWind.asc',GCMID{i},RCPID{i},TIMEID{i}));
dlmwrite(file,txt,'');
TechPotCellGeo{i}{13}(OffDis>5)=-99;
dlmwrite(file,TechPotCellGeo{i}{13},'-append','delimiter',' '); % kWh / cell / y
%figure(1);clf;imagesc(TechPotCellGeo{i}{13});axis image;colorbar
% Wind technical
file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\TechPotWind.asc',GCMID{i},RCPID{i},TIMEID{i}));
dlmwrite(file,txt,'');
TechPotCell{i}{13}(OffDis>5)=-99;
dlmwrite(file,TechPotCell{i}{13},'-append','delimiter',' '); % kWh / cell / y
%figure(2);clf;imagesc(TechPotCell{i}{13});axis image;colorbar
% if i==6 %for show PhD mid chapter hadgem techpot
% % Wind technical
% file = fullfile(pathname, sprintf('\\xPot_Mean_change_maps\\Techpot_PhD_midchapter\\data\\Wind_%s_%s_%s_TechPotWind.asc',GCMID{i},RCPID{i},TIMEID{i}));
% dt=TechPotCell{i}{13}*3.6e-9;
% dt(OffDis>5)=-99;
% fprintf('Wind techpot %0.2f EJ\n',sum(dt(dt~=-99))*1e-3)
% dt(dt>150)=150;
% dlmwrite(file,txt,'');
% dlmwrite(file,dt,'-append','delimiter',' '); % PJ / cell / y
% %figure(2);clf;imagesc(dt);axis image;colorbar
%
% % Wind economic
% file = fullfile(pathname, sprintf('\\xPot_Mean_change_maps\\Techpot_PhD_midchapter\\data\\Wind_%s_%s_%s_EconPotWind.asc',GCMID{i},RCPID{i},TIMEID{i}));
% dt=TechPotCell{i}{13}*3.6e-9;
% dt(OffDis>5)=-99;
% dt(COE{i}{13}>0.1)=0;
% fprintf('Wind econpot %0.2f EJ\n',sum(dt(dt~=-99))*1e-3)
% dt(dt>150)=150;
% dlmwrite(file,txt,'');
% dlmwrite(file,dt,'-append','delimiter',' '); % PJ / cell / y
% %figure(2);clf;imagesc(dt);axis image;colorbar
% end
%%
% Wind COE
file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\COEwind.asc',GCMID{i},RCPID{i},TIMEID{i}));
dlmwrite(file,txt,'');
COE{i}{13}(OffDis>5)=-99;
COE{i}{13}(find(isnan(COE{i}{13}(:))))=-99;
COE{i}{13}(find(isinf(COE{i}{13}(:))))=-99;
dlmwrite(file,COE{i}{13},'-append','delimiter',' '); % $2005/kWh
%figure(1);clf;imagesc(COE{i}{13});axis image;colorbar
%% input sce-file
% Keep format. in the sce-file the format is correct
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\scenario_input.sce',GCMID{i},RCPID{i},TIMEID{i}));
% txt1 = sprintf('DIRECTORY("../scenlib/$1/curves");');
% txt2 = sprintf('FILE("CostCurveSmthWON.dat","r") = main.em.ep.isod.CostCurveSmthWON;');
% txt3 = sprintf('FILE("CostCurveSmthWOFF.dat","r") = main.em.ep.isod.CostCurveSmthWOFF;');
% txt4 = sprintf('FILE("MaxProdWON.dat","r") = main.em.ep.isod.MaxProdWON;');
% txt5 = sprintf('FILE("MaxProdWOFF.dat","r") = main.em.ep.isod.MaxProdWOFF;');
% txt6 = sprintf('FILE("LoadCurveSmthWON.dat","r") = main.em.ep.isod.LoadCurveSmthWON;');
% txt7 = sprintf('FILE("LoadCurveSmthWOFF.dat","r") = main.em.ep.isod.LoadCurveSmthWOFF;');
%
% dlmwrite(file,txt1,'')
% dlmwrite(file,txt2,'-append','delimiter','')
% dlmwrite(file,txt3,'-append','delimiter','')
% dlmwrite(file,txt4,'-append','delimiter','')
% dlmwrite(file,txt5,'-append','delimiter','')
% dlmwrite(file,txt6,'-append','delimiter','')
% dlmwrite(file,txt7,'-append','delimiter','')
%
% %% output sce-file
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\scenario_output.sce',GCMID{i},RCPID{i},TIMEID{i}));
% txt1 = sprintf('DIRECTORY("../outputlib/$1");');
% txt2 = sprintf('FILE("ElecProdSpec.out", "w") = main.em.ep.opr.ElecProdSpec2;');
% txt3 = sprintf('FILE("GCap.out","w") = main.em.ep.gcp.GCap;');
% txt4 = sprintf('FILE("CO2Spec.out","w") = main.em.CO2Spec;');
% txt5 = sprintf('FILE("tpesEXT.out","w") = main.em.TPEStotalEXT;');
% txt6 = sprintf('FILE("TotalCostPerkWhNew.out", "w") = main.em.ep.epc.TotalCostPerkWhNew;');
% txt7 = sprintf('FILE("TotalCostPerkWhAvg.out", "w") = main.em.ep.epc.TotalCostPerkWhAvg;');
% txt8 = sprintf('FILE("StorLossISOTot.out", "w") = main.em.ep.isp.StorLossISOTot;');
% txt9 = sprintf('FILE("StorLossFracISO.out", "w") = main.em.ep.isp.StorLossFracISO;');
% txt10 = sprintf('FILE("ISODeple.out", "w") = main.em.ep.isod.ISODeple;');
% txt11 = sprintf('FILE("ISOAddOnNew.out", "w") = main.em.ep.epc.ISOAddOnNew;');
% txt12 = sprintf('FILE("ISOAddOnAvg.out", "w") = main.em.ep.epc.ISOAddOnAvg;');
% txt13 = sprintf('FILE("TotalCostperkWhAvgPVres.out","w") = main.em.ep.epc.TotalCostperkWhAvgPVres;');
% txt14 = sprintf('FILE("BLF_Prod.out","w") = main.em.bio.BCap.BLFProdTot;');
% txt15 = sprintf('FILE("BSF_Prod.out","w") = main.em.bio.BCap.BSFProdTot;');
% txt16 = sprintf('FILE("tpes.out","w") = main.em.TPEStotal;');
%
% dlmwrite(file,txt1,'')
% dlmwrite(file,txt2,'-append','delimiter','')
% dlmwrite(file,txt3,'-append','delimiter','')
% dlmwrite(file,txt4,'-append','delimiter','')
% dlmwrite(file,txt5,'-append','delimiter','')
% dlmwrite(file,txt6,'-append','delimiter','')
% dlmwrite(file,txt7,'-append','delimiter','')
% dlmwrite(file,txt8,'-append','delimiter','')
% dlmwrite(file,txt9,'-append','delimiter','')
% dlmwrite(file,txt10,'-append','delimiter','')
% dlmwrite(file,txt11,'-append','delimiter','')
% dlmwrite(file,txt12,'-append','delimiter','')
% dlmwrite(file,txt13,'-append','delimiter','')
% dlmwrite(file,txt14,'-append','delimiter','')
% dlmwrite(file,txt15,'-append','delimiter','')
% dlmwrite(file,txt16,'-append','delimiter','')
%
% %% settings bat-file
% file = fullfile(pathname, sprintf('\\Wind_%s_%s_%s\\scenario_settings.bat',GCMID{i},RCPID{i},TIMEID{i}));
% txt1 = sprintf('REM Scenarios settings');
% dlmwrite(file,txt1,'')
end
%% Time dependent output for TIMER with climate change impacts
tv=[1971 2000 2050 2085 2100];
% for time depended curves
jv=[1 1 2 3 3 1 1 4 5 5 ... % GFDL-ESM2M RCP26 hist 2050 2085 2100; RCP60 hist 2050 2085 2100
6 6 7 8 8 6 6 9 10 10 ... % HadGEM-ES RCP26 hist 2050 2085 2100; RCP60 hist 2050 2085 2100
11 11 12 13 13 11 11 14 15 15 ... %IPSL-CM5A-LR RCP26 hist 2050 2085 2100; RCP60 hist 2050 2085 2100
16 16 17 18 18 16 16 19 20 20]; % MIROC5 RCP26 hist 2050 2085 2100; RCP60 hist 2050 2085 2100
j=0;
k=0;
l=0;
%Prep order curves
for i=1:numel(jv)
j=j+1;
if j>5; j=1; end
if j==1; k=k+1; l=0; end
%fprintf('t=%d j=%d jv=%d k=%d l=%d\n',i,j,jv(i),k,l)
for c=1:101 %cost-curve steps
for R=1:27 %region
l=l+1;
if c==1 && R==1
CostCurveSmthOnshoret{k}(l)=tv(j);
CostCurveSmthOffshoret{k}(l)=tv(j);
LFCurveSmthOnshoret{k}(l)=tv(j);
LFCurveSmthOffshoret{k}(l)=tv(j);
l=l+1;
CostCurveSmthOnshoret{k}(l)=CostCurveSmthOnshore{jv(i)}(c,R+1);
CostCurveSmthOffshoret{k}(l)=CostCurveSmthOffshore{jv(i)}(c,R+1);
LFCurveSmthOnshoret{k}(l)=LFCurveSmthOnshore{jv(i)}(c,R+1);
LFCurveSmthOffshoret{k}(l)=LFCurveSmthOffshore{jv(i)}(c,R+1);
else
CostCurveSmthOnshoret{k}(l)=CostCurveSmthOnshore{jv(i)}(c,R+1);
CostCurveSmthOffshoret{k}(l)=CostCurveSmthOffshore{jv(i)}(c,R+1);
LFCurveSmthOnshoret{k}(l)=LFCurveSmthOnshore{jv(i)}(c,R+1);
LFCurveSmthOffshoret{k}(l)=LFCurveSmthOffshore{jv(i)}(c,R+1);
end
end
end
end
% prep order maxprod
j=0;
k=0;
l=0;
for i=1:numel(jv)
j=j+1;
if j>5; j=1; end
if j==1; k=k+1; l=0; end
%fprintf('t=%d j=%d jv=%d k=%d l=%d\n',i,j,jv(i),k,l)
for R=1:27 %region
l=l+1;
if R==1
MaxProdOnshoret{k}(l)=tv(j);
MaxProdOffshoret{k}(l)=tv(j);
l=l+1;
MaxProdOnshoret{k}(l)=MaxProdOnshore{jv(i)}(R);
MaxProdOffshoret{k}(l)=MaxProdOffshore{jv(i)}(R);
else
MaxProdOnshoret{k}(l)=MaxProdOnshore{jv(i)}(R);
MaxProdOffshoret{k}(l)=MaxProdOffshore{jv(i)}(R);
end
end
end
% Writing
GCMIDt = {'GFDL-ESM2M' 'HADGEM2-ES' 'IPSL-CM5A-LR' 'MIROC5'};
RCPIDt = {'RCP26' 'RCP60'};
c=0;
for i=1:4
for j=1:2
c=c+1;
scenlib = sprintf('Y:\\Kennisbasis\\IMAGE\\model\\users\\david\\Pojects\\ISIMIP2E\\ISIMIP2E\\2_TIMER\\scenlib\\TIMER_2015\\ISIMIP2E\\Wind_%s_%s',GCMIDt{i},RCPIDt{j});
matpath = fullfile(scenlib, sprintf('\\curves'));
if ~isdir(matpath); mkdir(matpath); end
pathname = fileparts(scenlib);
% Onshore cost
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\CostCurveSmthWON.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.WONCostCurveSmth[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,CostCurveSmthOnshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Offshore cost
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\CostCurveSmthWOFF.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.WOFFCostCurveSmth[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,CostCurveSmthOffshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Onshore MaxProd
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\MaxProdWON.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.MaxProdOnshore[27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,MaxProdOnshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Offshore MaxProd
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\MaxProdWOFF.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.MaxProdOffshore[27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,MaxProdOffshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Onshore load
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\LoadCurveSmthWON.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.LFCurveSmthOnshore[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,LFCurveSmthOnshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Offshore load
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\LoadCurveSmthWOFF.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.LFCurveSmthOffshore[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,LFCurveSmthOffshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
%% input sce-file
% Keep format. in the sce-file the format is correct
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\scenario_input.sce',GCMIDt{i},RCPIDt{j}));
txt1 = sprintf('DIRECTORY("../scenlib/$1/curves");');
txt2 = sprintf('FILE("CostCurveSmthWON.dat","r") = main.em.ep.isod.CostCurveSmthWON;');
txt3 = sprintf('FILE("CostCurveSmthWOFF.dat","r") = main.em.ep.isod.CostCurveSmthWOFF;');
txt4 = sprintf('FILE("MaxProdWON.dat","r") = main.em.ep.isod.MaxProdWON;');
txt5 = sprintf('FILE("MaxProdWOFF.dat","r") = main.em.ep.isod.MaxProdWOFF;');
txt6 = sprintf('FILE("LoadCurveSmthWON.dat","r") = main.em.ep.isod.LoadCurveSmthWON;');
txt7 = sprintf('FILE("LoadCurveSmthWOFF.dat","r") = main.em.ep.isod.LoadCurveSmthWOFF;');
dlmwrite(file,txt1,'')
dlmwrite(file,txt2,'-append','delimiter','')
dlmwrite(file,txt3,'-append','delimiter','')
dlmwrite(file,txt4,'-append','delimiter','')
dlmwrite(file,txt5,'-append','delimiter','')
dlmwrite(file,txt6,'-append','delimiter','')
dlmwrite(file,txt7,'-append','delimiter','')
%% output sce-file
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\scenario_output.sce',GCMIDt{i},RCPIDt{j}));
txt1 = sprintf('DIRECTORY("../outputlib/$1");');
txt2 = sprintf('FILE("ElecProdSpec.out", "w") = main.em.ep.opr.ElecProdSpec2;');
txt3 = sprintf('FILE("GCap.out","w") = main.em.ep.gcp.GCap;');
txt4 = sprintf('FILE("CO2Spec.out","w") = main.em.CO2Spec;');
txt5 = sprintf('FILE("tpesEXT.out","w") = main.em.TPEStotalEXT;');
txt6 = sprintf('FILE("TotalCostPerkWhNew.out", "w") = main.em.ep.epc.TotalCostPerkWhNew;');
txt7 = sprintf('FILE("TotalCostPerkWhAvg.out", "w") = main.em.ep.epc.TotalCostPerkWhAvg;');
txt8 = sprintf('FILE("StorLossISOTot.out", "w") = main.em.ep.isp.StorLossISOTot;');
txt9 = sprintf('FILE("StorLossFracISO.out", "w") = main.em.ep.isp.StorLossFracISO;');
txt10 = sprintf('FILE("ISODeple.out", "w") = main.em.ep.isod.ISODeple;');
txt11 = sprintf('FILE("ISOAddOnNew.out", "w") = main.em.ep.epc.ISOAddOnNew;');
txt12 = sprintf('FILE("ISOAddOnAvg.out", "w") = main.em.ep.epc.ISOAddOnAvg;');
txt13 = sprintf('FILE("TotalCostperkWhAvgPVres.out","w") = main.em.ep.epc.TotalCostperkWhAvgPVres;');
txt14 = sprintf('FILE("BLF_Prod.out","w") = main.em.bio.BCap.BLFProdTot;');
txt15 = sprintf('FILE("BSF_Prod.out","w") = main.em.bio.BCap.BSFProdTot;');
txt16 = sprintf('FILE("tpes.out","w") = main.em.TPEStotal;');
dlmwrite(file,txt1,'')
dlmwrite(file,txt2,'-append','delimiter','')
dlmwrite(file,txt3,'-append','delimiter','')
dlmwrite(file,txt4,'-append','delimiter','')
dlmwrite(file,txt5,'-append','delimiter','')
dlmwrite(file,txt6,'-append','delimiter','')
dlmwrite(file,txt7,'-append','delimiter','')
dlmwrite(file,txt8,'-append','delimiter','')
dlmwrite(file,txt9,'-append','delimiter','')
dlmwrite(file,txt10,'-append','delimiter','')
dlmwrite(file,txt11,'-append','delimiter','')
dlmwrite(file,txt12,'-append','delimiter','')
dlmwrite(file,txt13,'-append','delimiter','')
dlmwrite(file,txt14,'-append','delimiter','')
dlmwrite(file,txt15,'-append','delimiter','')
dlmwrite(file,txt16,'-append','delimiter','')
%% settings bat-file
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\scenario_settings.bat',GCMIDt{i},RCPIDt{j}));
txt1 = sprintf('REM Scenarios settings');
dlmwrite(file,txt1,'')
end
end
%%
%% Time dependent output for TIMER without climate impacts, just historic values
clear tv jv CostCurveSmthOnshoret CostCurveSmthOffshoret LFCurveSmthOnshoret LFCurveSmthOffshoret MaxProdOnshoret MaxProdOffshoret
tv=[1971 2000 2050 2100];
% for historic only curves
jv=[1 1 1 1 1 1 1 1 ... % GFDL-ESM2M RCP26 hist hist hist; RCP60 hist hist hist
6 6 6 6 6 6 6 6 ... % HadGEM-ES RCP26 hist hist hist; RCP60 hist hist hist
11 11 11 11 11 11 11 11 ... %IPSL-CM5A-LR RCP26 hist hist hist; RCP60 hist hist hist
16 16 16 16 16 16 16 16]; % MIROC5 RCP26 hist hist hist; RCP60 hist hist hist
j=0;
k=0;
l=0;
%Prep order curves
for i=1:numel(jv)
j=j+1;
if j>4; j=1; end
if j==1; k=k+1; l=0; end
%fprintf('t=%d j=%d jv=%d k=%d l=%d\n',i,j,jv(i),k,l)
for c=1:101 %cost-curve steps
for R=1:27 %region
l=l+1;
if c==1 && R==1
CostCurveSmthOnshoret{k}(l)=tv(j);
CostCurveSmthOffshoret{k}(l)=tv(j);
LFCurveSmthOnshoret{k}(l)=tv(j);
LFCurveSmthOffshoret{k}(l)=tv(j);
l=l+1;
CostCurveSmthOnshoret{k}(l)=CostCurveSmthOnshore{jv(i)}(c,R+1);
CostCurveSmthOffshoret{k}(l)=CostCurveSmthOffshore{jv(i)}(c,R+1);
LFCurveSmthOnshoret{k}(l)=LFCurveSmthOnshore{jv(i)}(c,R+1);
LFCurveSmthOffshoret{k}(l)=LFCurveSmthOffshore{jv(i)}(c,R+1);
else
CostCurveSmthOnshoret{k}(l)=CostCurveSmthOnshore{jv(i)}(c,R+1);
CostCurveSmthOffshoret{k}(l)=CostCurveSmthOffshore{jv(i)}(c,R+1);
LFCurveSmthOnshoret{k}(l)=LFCurveSmthOnshore{jv(i)}(c,R+1);
LFCurveSmthOffshoret{k}(l)=LFCurveSmthOffshore{jv(i)}(c,R+1);
end
end
end
end
% prep order maxprod
j=0;
k=0;
l=0;
for i=1:numel(jv)
j=j+1;
if j>4; j=1; end
if j==1; k=k+1; l=0; end
%fprintf('t=%d j=%d jv=%d k=%d l=%d\n',i,j,jv(i),k,l)
for R=1:27 %region
l=l+1;
if R==1
MaxProdOnshoret{k}(l)=tv(j);
MaxProdOffshoret{k}(l)=tv(j);
l=l+1;
MaxProdOnshoret{k}(l)=MaxProdOnshore{jv(i)}(R);
MaxProdOffshoret{k}(l)=MaxProdOffshore{jv(i)}(R);
else
MaxProdOnshoret{k}(l)=MaxProdOnshore{jv(i)}(R);
MaxProdOffshoret{k}(l)=MaxProdOffshore{jv(i)}(R);
end
end
end
% Writing
GCMIDt = {'GFDL-ESM2M' 'HADGEM2-ES' 'IPSL-CM5A-LR' 'MIROC5'};
RCPIDt = {'hist'};
c=0;
for i=1:4
for j=1
c=c+2;
scenlib = sprintf('Y:\\Kennisbasis\\IMAGE\\model\\users\\david\\Pojects\\ISIMIP2E\\ISIMIP2E\\2_TIMER\\scenlib\\TIMER_2015\\ISIMIP2E\\Wind_%s_%s',GCMIDt{i},RCPIDt{j});
matpath = fullfile(scenlib, sprintf('\\curves'));
if ~isdir(matpath); mkdir(matpath); end
pathname = fileparts(scenlib);
% Onshore cost
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\CostCurveSmthWON.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.WONCostCurveSmth[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,CostCurveSmthOnshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Offshore cost
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\CostCurveSmthWOFF.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.WOFFCostCurveSmth[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,CostCurveSmthOffshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Onshore MaxProd
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\MaxProdWON.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.MaxProdOnshore[27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,MaxProdOnshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Offshore MaxProd
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\MaxProdWOFF.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.MaxProdOffshore[27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,MaxProdOffshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Onshore load
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\LoadCurveSmthWON.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.LFCurveSmthOnshore[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,LFCurveSmthOnshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
% Offshore load
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\curves\\LoadCurveSmthWOFF.dat',GCMIDt{i},RCPIDt{j}));
txt=sprintf('real main.LFCurveSmthOffshore[101,27](t) = [');
dlmwrite(file,txt,'');
dlmwrite(file,LFCurveSmthOffshoret{c}','-append','delimiter','\t');
dlmwrite(file,']','-append');
dlmwrite(file,';','-append');
%% input sce-file
% Keep format. in the sce-file the format is correct
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\scenario_input.sce',GCMIDt{i},RCPIDt{j}));
txt1 = sprintf('DIRECTORY("../scenlib/$1/curves");');
txt2 = sprintf('FILE("CostCurveSmthWON.dat","r") = main.em.ep.isod.CostCurveSmthWON;');
txt3 = sprintf('FILE("CostCurveSmthWOFF.dat","r") = main.em.ep.isod.CostCurveSmthWOFF;');
txt4 = sprintf('FILE("MaxProdWON.dat","r") = main.em.ep.isod.MaxProdWON;');
txt5 = sprintf('FILE("MaxProdWOFF.dat","r") = main.em.ep.isod.MaxProdWOFF;');
txt6 = sprintf('FILE("LoadCurveSmthWON.dat","r") = main.em.ep.isod.LoadCurveSmthWON;');
txt7 = sprintf('FILE("LoadCurveSmthWOFF.dat","r") = main.em.ep.isod.LoadCurveSmthWOFF;');
dlmwrite(file,txt1,'')
dlmwrite(file,txt2,'-append','delimiter','')
dlmwrite(file,txt3,'-append','delimiter','')
dlmwrite(file,txt4,'-append','delimiter','')
dlmwrite(file,txt5,'-append','delimiter','')
dlmwrite(file,txt6,'-append','delimiter','')
dlmwrite(file,txt7,'-append','delimiter','')
%% output sce-file
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\scenario_output.sce',GCMIDt{i},RCPIDt{j}));
txt1 = sprintf('DIRECTORY("../outputlib/$1");');
txt2 = sprintf('FILE("ElecProdSpec.out", "w") = main.em.ep.opr.ElecProdSpec2;');
txt3 = sprintf('FILE("GCap.out","w") = main.em.ep.gcp.GCap;');
txt4 = sprintf('FILE("CO2Spec.out","w") = main.em.CO2Spec;');
txt5 = sprintf('FILE("tpesEXT.out","w") = main.em.TPEStotalEXT;');
txt6 = sprintf('FILE("TotalCostPerkWhNew.out", "w") = main.em.ep.epc.TotalCostPerkWhNew;');
txt7 = sprintf('FILE("TotalCostPerkWhAvg.out", "w") = main.em.ep.epc.TotalCostPerkWhAvg;');
txt8 = sprintf('FILE("StorLossISOTot.out", "w") = main.em.ep.isp.StorLossISOTot;');
txt9 = sprintf('FILE("StorLossFracISO.out", "w") = main.em.ep.isp.StorLossFracISO;');
txt10 = sprintf('FILE("ISODeple.out", "w") = main.em.ep.isod.ISODeple;');
txt11 = sprintf('FILE("ISOAddOnNew.out", "w") = main.em.ep.epc.ISOAddOnNew;');
txt12 = sprintf('FILE("ISOAddOnAvg.out", "w") = main.em.ep.epc.ISOAddOnAvg;');
txt13 = sprintf('FILE("TotalCostperkWhAvgPVres.out","w") = main.em.ep.epc.TotalCostperkWhAvgPVres;');
txt14 = sprintf('FILE("BLF_Prod.out","w") = main.em.bio.BCap.BLFProdTot;');
txt15 = sprintf('FILE("BSF_Prod.out","w") = main.em.bio.BCap.BSFProdTot;');
txt16 = sprintf('FILE("tpes.out","w") = main.em.TPEStotal;');
dlmwrite(file,txt1,'')
dlmwrite(file,txt2,'-append','delimiter','')
dlmwrite(file,txt3,'-append','delimiter','')
dlmwrite(file,txt4,'-append','delimiter','')
dlmwrite(file,txt5,'-append','delimiter','')
dlmwrite(file,txt6,'-append','delimiter','')
dlmwrite(file,txt7,'-append','delimiter','')
dlmwrite(file,txt8,'-append','delimiter','')
dlmwrite(file,txt9,'-append','delimiter','')
dlmwrite(file,txt10,'-append','delimiter','')
dlmwrite(file,txt11,'-append','delimiter','')
dlmwrite(file,txt12,'-append','delimiter','')
dlmwrite(file,txt13,'-append','delimiter','')
dlmwrite(file,txt14,'-append','delimiter','')
dlmwrite(file,txt15,'-append','delimiter','')
dlmwrite(file,txt16,'-append','delimiter','')
%% settings bat-file
file = fullfile(pathname, sprintf('\\Wind_%s_%s\\scenario_settings.bat',GCMIDt{i},RCPIDt{j}));
txt1 = sprintf('REM Scenarios settings');
dlmwrite(file,txt1,'')
end
end
%% Visualization
% figure(1);clf;imagesc(CM1_data(:,:,1)'); axis image; colormap(jet)%colormap(parula)
%
% figure(2);clf;imagesc(CM1{13}(:,:)); axis image; colormap(jet)%colormap(parula)
%
% figure(3);clf;
% for m=1:12
% subplot(3,4,m)
% imagesc(CM1{m}); axis image; colormap(jet)
% end