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#include "EquivalenceModel.hxx"
#include "EQ_OneParameter.hxx"
#include "StringLine.hxx"
#include "CLASSMethod.hxx"
#include <string>
#include <iostream>
#include <fstream>
#include <algorithm>
#include <cmath>
#include <cassert>
#include "TSystem.h"
#include "TMVA/Reader.h"
#include "TMVA/Tools.h"
#include "TMVA/MethodCuts.h"
#include "CLASSReader.hxx"
//________________________________________________________________________
//________________________________________________________________________
EQ_OneParameter::EQ_OneParameter(string TMVAXMLFilePath, string TMVANFOFilePath):EquivalenceModel(new CLASSLogger("EQ_OneParameter.log"))
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{
fUseTMVAPredictor = true;
fMaxIterration = 500;
fPCMprecision = 10;
fTMVAXMLFilePath = TMVAXMLFilePath;
fTMVANFOFilePath = TMVANFOFilePath;
fDBRType = "";
fDBFType = "";
fSpecificPower = 0;
fMaximalBU = 0;
fTargetParameter = "";
fTargetParameterStDev = 0;
fBuffer = "";
fPredictorType = "";
fOutput = "";
LoadKeyword(); // Load Key words defineds in NFO file
ReadNFO(); //Getting information from file NFO
//Check if any information is missing in NFO file
if(fZAILimits.empty()) {ERROR<<"Missing information for k_zail in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBRType.empty()) {ERROR<<"Missing information for k_reactor in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBFType.empty()) {ERROR<<"Missing information for k_fuel in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fSpecificPower) {ERROR<<"Missing information for k_specpower in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fMaximalBU) {ERROR<<"Missing information for k_maxburnup in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamListEqMMassFractionMin.empty() || fStreamListEqMMassFractionMax.empty()) { ERROR<<"Missing information for k_massfractionmin and/or k_massfractionmax in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamList.empty()) { ERROR<<"Missing information for k_list in : "<<fTMVANFOFilePath<<endl; exit(1); }
if(fMapOfTMVAVariableNames.empty()) { ERROR<<"Missing information for k_zainame in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fTargetParameter.empty()) { ERROR<<"Missing information for k_targetparameter in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fTargetParameterStDev) { ERROR<<"Missing information for fTargetParameterStDev in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fModelParameter.empty()) { ERROR<<"Missing information for k_modelparameter in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fBuffer.empty()) { ERROR<<"Missing information for k_buffer in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fPredictorType.empty()) { ERROR<<"Missing information for k_predictortype in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fOutput.empty()) { ERROR<<"Missing information for k_output in : "<<fTMVANFOFilePath<<endl; exit(1);}
INFO << "__An equivalence model has been define__" << endl;
INFO << "\tThe TMVA weights file is :" << fTMVAXMLFilePath << endl;
INFO << "\tThe TMVA NFO file is :" << fTMVANFOFilePath << endl;
PrintInfo();
}
//________________________________________________________________________
EQ_OneParameter::EQ_OneParameter(CLASSLogger* log, string TMVAXMLFilePath, string TMVANFOFilePath):EquivalenceModel(log)
{
fUseTMVAPredictor = true;
fMaxIterration = 500;
freaded = false;
fPCMprecision = 10;
fTMVAXMLFilePath = TMVAXMLFilePath;
fTMVANFOFilePath = TMVANFOFilePath;
fDBRType = "";
fDBFType = "";
fSpecificPower = 0;
fMaximalBU = 0;
fTargetParameter = "";
fTargetParameterStDev = 0;
fBuffer = "";
fPredictorType = "";
fOutput = "";
LoadKeyword(); // Load Key words defineds in NFO file
ReadNFO(); //Getting information from file NFO
//Check if any information is missing in NFO file
if(fZAILimits.empty()) {ERROR<<"Missing information for k_zail in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBRType.empty()) {ERROR<<"Missing information for k_reactor in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBFType.empty()) {ERROR<<"Missing information for k_fuel in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fSpecificPower) {ERROR<<"Missing information for k_specpower in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fMaximalBU) {ERROR<<"Missing information for k_maxburnup in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamListEqMMassFractionMin.empty() || fStreamListEqMMassFractionMax.empty()) { ERROR<<"Missing information for k_massfractionmin and/or k_massfractionmax in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamList.empty()) { ERROR<<"Missing information for k_list in : "<<fTMVANFOFilePath<<endl; exit(1); }
if(fMapOfTMVAVariableNames.empty()) { ERROR<<"Missing information for k_zainame in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fTargetParameter.empty()) { ERROR<<"Missing information for k_targetparameter in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fTargetParameterStDev) { ERROR<<"Missing information for fTargetParameterStDev in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fModelParameter.empty()) { ERROR<<"Missing information for k_modelparameter in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fBuffer.empty()) { ERROR<<"Missing information for k_buffer in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fPredictorType.empty()) { ERROR<<"Missing information for k_predictortype in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fOutput.empty()) { ERROR<<"Missing information for k_output in : "<<fTMVANFOFilePath<<endl; exit(1);}
INFO << "__An equivalence model has been define__" << endl;
INFO << "\tThe TMVA weights file is :" << fTMVAXMLFilePath << endl;
INFO << "\tThe TMVA NFO file is :" << fTMVANFOFilePath << endl;
PrintInfo();}
//________________________________________________________________________
EQ_OneParameter::EQ_OneParameter(string TMVANFOFilePath):EquivalenceModel(new CLASSLogger("EQ_OneParameter.log"))
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{
fUseTMVAPredictor = false;
fTMVANFOFilePath = TMVANFOFilePath;
fDBRType = "";
fDBFType = "";
fSpecificPower = 0;
fMaximalBU = 0;
fTargetParameter = "";
fTargetParameterStDev = 0;
fBuffer = "";
LoadKeyword(); // Load Key words defineds in NFO file
ReadNFO(); //Getting information from file NFO
//Check if any information is missing in NFO file
if(fZAILimits.empty()) {ERROR<<"Missing information for k_zail in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBRType.empty()) {ERROR<<"Missing information for k_reactor in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBFType.empty()) {ERROR<<"Missing information for k_fuel in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fSpecificPower) {ERROR<<"Missing information for k_specpower in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fMaximalBU) {ERROR<<"Missing information for k_maxburnup in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamListEqMMassFractionMin.empty() || fStreamListEqMMassFractionMax.empty()) { ERROR<<"Missing information for k_massfractionmin and/or k_massfractionmax in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamList.empty()) { ERROR<<"Missing information for k_list in : "<<fTMVANFOFilePath<<endl; exit(1); }
if(fBuffer.empty()) { ERROR<<"Missing information for k_buffer in : "<<fTMVANFOFilePath<<endl; exit(1);}
INFO << "__An equivalence model without TMVA data has been define__" << endl;
INFO << "\tThe NFO file is :" << fTMVANFOFilePath << endl;
PrintInfo();
}
//________________________________________________________________________
EQ_OneParameter::EQ_OneParameter(CLASSLogger* log, string TMVANFOFilePath):EquivalenceModel(log)
{
fUseTMVAPredictor = false;
fTMVANFOFilePath = TMVANFOFilePath;
fDBRType = "";
fDBFType = "";
fSpecificPower = 0;
fMaximalBU = 0;
fBuffer = "";
LoadKeyword(); // Load Key words defineds in NFO file
ReadNFO(); //Getting information from file NFO
//Check if any information is missing in NFO file
if(fZAILimits.empty()) {ERROR<<"Missing information for k_zail in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBRType.empty()) {ERROR<<"Missing information for k_reactor in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fDBFType.empty()) {ERROR<<"Missing information for k_fuel in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fSpecificPower) {ERROR<<"Missing information for k_specpower in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(!fMaximalBU) {ERROR<<"Missing information for k_maxburnup in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamListEqMMassFractionMin.empty() || fStreamListEqMMassFractionMax.empty()) { ERROR<<"Missing information for k_massfractionmin and/or k_massfractionmax in : "<<fTMVANFOFilePath<<endl; exit(1);}
if(fStreamList.empty()) { ERROR<<"Missing information for k_list in : "<<fTMVANFOFilePath<<endl; exit(1); }
if(fBuffer.empty()) { ERROR<<"Missing information for k_buffer in : "<<fTMVANFOFilePath<<endl; exit(1);}
INFO << "__An equivalence model has been define__" << endl;
INFO << "\tThe TMVA weights file is :" << fTMVAXMLFilePath << endl;
INFO << "\tThe TMVA NFO file is :" << fTMVANFOFilePath << endl;
PrintInfo();}
//________________________________________________________________________
EQ_OneParameter::~EQ_OneParameter()
{
}
//________________________________________________________________________
IsotopicVector EQ_OneParameter::BuildFuelToTest(map < string, vector<double> >& lambda, map < string , vector <IsotopicVector> > const& StreamArray, double HMMass, map <string, bool> StreamListIsBuffer)
{
DBGL
//Iterators declaration
map < string , vector <IsotopicVector> >::const_iterator it_s_vIV;
map < string , bool >::iterator it_s_B;
//Find the buffer and set its lambda to 0
string BufferDenomination ="";
for( it_s_B = StreamListIsBuffer.begin(); it_s_B != StreamListIsBuffer.end(); it_s_B++)
{
if((*it_s_B ).second==true){ BufferDenomination = (*it_s_B).first; }
}
for(int i = 0; i< lambda[BufferDenomination].size(); i++)
{
lambda[BufferDenomination][i]=0;
}
//Build an IV with all materials besides buffer to get the total mass of others materials
IsotopicVector IV;
for( it_s_vIV = StreamArray.begin(); it_s_vIV != StreamArray.end(); it_s_vIV++)
{
for(int i=0; i < (int)StreamArray.at( it_s_vIV->first ).size(); i++)
{
IV += lambda[(*it_s_vIV).first][i] * StreamArray.at( it_s_vIV->first )[i];
}
}
//Calculate MassBuffer
double MassBuffer = HMMass - IV.GetTotalMass()*1e06;
//Set buffer lambda according to MassBuffer
ConvertMassToLambdaVector(BufferDenomination, lambda[BufferDenomination], MassBuffer, StreamArray.at(BufferDenomination));
IV.Clear();
//Build fuel with all materials
for( it_s_vIV = StreamArray.begin(); it_s_vIV != StreamArray.end(); it_s_vIV++)
{
for(int i=0; i < (int)StreamArray.at( it_s_vIV->first ).size(); i++)
{
IV += lambda[(*it_s_vIV).first][i] * StreamArray.at( it_s_vIV->first )[i];
}
}
DBGL
return IV;
}
//________________________________________________________________________
map <string , vector<double> > EQ_OneParameter::BuildFuel(double BurnUp, double HMMass, map < string , vector <IsotopicVector> > StreamArray, map < string , double> StreamListFPMassFractionMin, map < string , double> StreamListFPMassFractionMax, map < int , string > StreamListPriority, map < string , bool> StreamListIsBuffer)
{
DBGL
HMMass *= 1e6; //Unit conversion : tons to gram
map <string , vector<double> > lambda ; // map containing name of the list and associated vector of proportions taken from stocks
//Iterators declaration
map < string , vector <IsotopicVector> >::iterator it_s_vIV;
map < string , vector <double> >::iterator it_s_vD;
map < string , IsotopicVector >::iterator it_s_IV;
map < string , double >::iterator it_s_D;
map < int , string >::iterator it_i_s;
// Initialize lambda to 0 //
for( it_s_vIV = StreamArray.begin(); it_s_vIV != StreamArray.end(); it_s_vIV++)
{
for(int i=0; i < (int)StreamArray[(*it_s_vIV).first].size(); i++)
{
lambda[(*it_s_vIV).first].push_back(0);
}
}
// Test if there is at least one stock available in each list, otherwise fuel is not built //
bool BreakReturnLambda = false;
for( it_s_vIV = StreamArray.begin(); it_s_vIV != StreamArray.end(); it_s_vIV++)
{
if(StreamArray[(*it_s_vIV).first].size() == 0)
{
WARNING << " No stock available for stream : "<< (*it_s_vIV).first <<". Fuel not built." << endl;
SetLambdaToErrorCode(lambda[(*it_s_vIV).first]);
BreakReturnLambda = true;
}
}
if(BreakReturnLambda) { return lambda;}
// Check if the targeted burn-up is lower than maximum burn-up of model //
if(BurnUp > fMaximalBU)
{
ERROR << " Targeted burn-up is higher than maximum burn-up defined in NFO file..."<< endl;
ERROR << " Targeted burn-up : "<<BurnUp<<" GWd/t"<<endl;
ERROR << " Maximum burn-up : "<<fMaximalBU<<" GWd/t"<<endl;
exit(1);
}
// Fissile fraction calculation is needed.
if (fUseTMVAPredictor)
{
// Check if EQ_OneParameter->SetTMVAXMLFilePath() and/or EQ_OneParameter->SetTMVANFOFilePath() have been defined
if (fTMVAXMLFilePath.empty() || fTMVANFOFilePath.empty())
{
ERROR << " TMVA XML and/or NFO File path are not defined..."<< endl;
ERROR << " You have to use EQ_OneParameter->SetTMVAXMLFilePath() and/or EQ_OneParameter->SetTMVANFOFilePath() methods."<<endl;
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exit(1);
}
double TargetParameterValue = 0;
for( it_s_D = fModelParameter.begin(); it_s_D != fModelParameter.end(); it_s_D++)
{
if(fModelParameter[(*it_s_D).first] == -1)
{
ERROR<< "Model parameter ( "<<fModelParameter[(*it_s_D).first] << " ) value is not defined in the input." <<endl;
ERROR<< "Use EqM->SetModelParameter( \" "<<(*it_s_D).first<<" \", value) to define it." <<endl;
exit(1);
}
}
if(fTargetParameter=="BurnUpMax") {TargetParameterValue = BurnUp;}
else if (fTargetParameter=="keffBOC") {TargetParameterValue = fModelParameter["keffBOC"];}
else
{
ERROR<< "Target parameter defined in InformationFile ( "<<fTargetParameter<<" ) doesn't exist." <<endl;
ERROR<< "Possible target parameters for the moment are : "<< endl;
ERROR<< " - BurnUpMax - Used for PWR" <<endl;
ERROR<< " - keffBOC - Used for SFR" <<endl;
exit(1);
}
/// Search for the minimum and maximum fraction of each material in fuel ///
map < string, double > StreamListMassFractionMin ;
map < string, double > StreamListMassFractionMax ;
for( it_s_D = StreamListFPMassFractionMin.begin(); it_s_D != StreamListFPMassFractionMin.end(); it_s_D++)
{
if(StreamListFPMassFractionMin[(*it_s_D).first] < fStreamListEqMMassFractionMin[(*it_s_D).first]) // if limits FP are lower than limits EqM
{
ERROR << " User mass fraction min requirement is lower than the model mass fraction min for list : "<<(*it_s_D).first << endl;
ERROR << " User mass fraction min requirement : "<<StreamListFPMassFractionMin[(*it_s_D).first]<<endl;
ERROR << " Model mass fraction min requirement : "<<fStreamListEqMMassFractionMin[(*it_s_D).first]<<endl;
exit(1);
}
else
{
StreamListMassFractionMin[(*it_s_D).first] = StreamListFPMassFractionMin[(*it_s_D).first];
}
}
for( it_s_D = StreamListFPMassFractionMax.begin(); it_s_D != StreamListFPMassFractionMax.end(); it_s_D++)
{
if(StreamListFPMassFractionMax[(*it_s_D).first] > fStreamListEqMMassFractionMax[(*it_s_D).first]) // if limits FP are higher than limits EqM
{
ERROR << " User mass fraction max requirement is higher than the model mass fraction max for list : "<<(*it_s_D).first << endl;
ERROR << " User mass fraction max requirement : "<<StreamListFPMassFractionMax[(*it_s_D).first]<<endl;
ERROR << " Model mass fraction max requirement : "<<fStreamListEqMMassFractionMax[(*it_s_D).first]<<endl;
exit(1);
}
else
{
StreamListMassFractionMax[(*it_s_D).first] = StreamListFPMassFractionMax[(*it_s_D).first];
}
}
//Calculate Total mass in stock for each stream and fill fTotalMassInStocks
StocksTotalMassCalculation(StreamArray);
// Check if there is enough material in stock to satisfy mass fraction min //
BreakReturnLambda = false;
for( it_s_D = StreamListMassFractionMin.begin(); it_s_D != StreamListMassFractionMin.end(); it_s_D++)
{
if(fTotalMassInStocks[(*it_s_D).first]< HMMass*StreamListMassFractionMin[(*it_s_D).first])
{
WARNING << " Not enough material : "<< (*it_s_D).first << " in stocks to reach the build fuel lower limit of "<<StreamListMassFractionMin[(*it_s_D).first]<<" reactor mass. Fuel not built." << endl;
SetLambdaToErrorCode(lambda[(*it_s_D).first]);
BreakReturnLambda = true;
}
}
if(BreakReturnLambda) { return lambda;}
// Check if there is enough material in stock to satisfy mass fraction max, if not mass fraction max is set to MassINStock/MassReactor//
for( it_s_D = StreamListMassFractionMax.begin(); it_s_D != StreamListMassFractionMax.end(); it_s_D++)
{
if(fTotalMassInStocks[(*it_s_D).first]< HMMass*StreamListMassFractionMax[(*it_s_D).first])
{
StreamListMassFractionMax[(*it_s_D).first] = fTotalMassInStocks[(*it_s_D).first]/HMMass;
WARNING << " Not enough material : "<< (*it_s_D).first << " in stocks to reach the build fuel higher limit of "<<StreamListMassFractionMax[(*it_s_D).first]<<" reactor mass. " << endl;
WARNING << " Mass fraction max of material : "<< (*it_s_D).first << " is set to MassInStock/HMMassReactor : "<< StreamListMassFractionMax[(*it_s_D).first]<< endl;
}
}
//Check if TargetParameter is inside [TargetParameterMin, TargetParameterMax] associated to fraction Min et Max//
map < string , double > MassMin;
map < string , double > MassMax;
map < string , double > TargetParameterMin;
map < string , double > TargetParameterMax;
IsotopicVector FuelToTest;
bool TargetParameterIncluded = false;
for( it_i_s = StreamListPriority.begin(); it_i_s != StreamListPriority.end(); it_i_s++)
{
//Calculate TargetParameterMin for each possibility : min1 ; max1 + min2 ; max1 + max2 + min3 ....
MassMin[(*it_i_s ).second] = HMMass * StreamListMassFractionMin[(*it_i_s).second];
ConvertMassToLambdaVector((*it_i_s ).second, lambda[(*it_i_s ).second], MassMin[(*it_i_s ).second], StreamArray[(*it_i_s ).second]);
FuelToTest = BuildFuelToTest(lambda, StreamArray, HMMass, StreamListIsBuffer);
FuelToTest = FuelToTest/FuelToTest.GetSumOfAll();
TargetParameterMin[(*it_i_s ).second] = CalculateTargetParameter(FuelToTest, fTargetParameter);
//Check is TargetParameterMin < TargetParameter
if(TargetParameterMin[(*it_i_s ).second]>TargetParameterValue)
{
if((*it_i_s).first ==1) //Minimum of first material is too high
{
WARNING << "CRITICAL ! Minimum parameter value associated to the first priority material ( "<<(*it_i_s ).second <<" ) is higher than targeted parameter."<< endl;
WARNING << "Targeted parameter : "<<fTargetParameter<<" = "<<TargetParameterValue<<endl;
WARNING << "Minimum parameter value : " <<TargetParameterMin[(*it_i_s ).second]<<endl;
WARNING << "Try to increase targeted parameter." <<endl;
SetLambdaToErrorCode(lambda[(*it_i_s).second]);
return lambda;
DBGL
}
else if ((*it_i_s).first >1) //TargetParameter is located between max n-1 and min n
{
WARNING << "CRITICAL ! Targeted parameter value ( "<<fTargetParameter<<" ) is located between 2 materials. "<<endl;
it_i_s --;
WARNING << fTargetParameter <<" of max fraction of material : "<< (*it_i_s).second<<" ---> "<<TargetParameterMax[(*it_i_s ).second]<<endl;
it_i_s ++;
WARNING << fTargetParameter<< " of min fraction of material : "<< (*it_i_s ).second<<" ---> "<<TargetParameterMin[(*it_i_s ).second]<<endl;
WARNING << "Targeted "<<fTargetParameter<<" : " <<TargetParameterValue<<endl;
WARNING << "Try to decrease mimimum fraction of : "<< (*it_i_s ).second<<endl;
SetLambdaToErrorCode(lambda[(*it_i_s).second]);
return lambda;
}
}
FuelToTest.Clear();
//Calculate TargetParameter max for each possibility : max1 ; max1 + max2 ; max1 + max2 + max3 ....
MassMax[(*it_i_s ).second] = HMMass * StreamListMassFractionMax[(*it_i_s).second];
ConvertMassToLambdaVector((*it_i_s ).second, lambda[(*it_i_s ).second], MassMax[(*it_i_s ).second], StreamArray[(*it_i_s ).second]);
FuelToTest = BuildFuelToTest(lambda, StreamArray, HMMass, StreamListIsBuffer);
FuelToTest = FuelToTest/FuelToTest.GetSumOfAll();
TargetParameterMax[(*it_i_s ).second] = CalculateTargetParameter(FuelToTest, fTargetParameter);
if(TargetParameterMax[(*it_i_s ).second]>=TargetParameterValue)
{
TargetParameterIncluded = true ;
break;
}
}
//Check if target parameter increases monotously with the material mass
CheckTargetParameterConsistency(StreamListPriority, TargetParameterMin, TargetParameterMax);
if(!TargetParameterIncluded)
{
WARNING << "CRITICAL ! Maximum reachable "<<fTargetParameter<<" is lower than targeted "<< fTargetParameter<<". "<< endl;
WARNING << "Targeted "<<fTargetParameter<<" = "<<TargetParameterValue<<endl;
WARNING << "Maximum reachable "<<fTargetParameter<<" : "<<TargetParameterMax[(*--StreamListPriority.end()).second]<<endl;
WARNING << "Try to increase maximum fraction of materials, or decrease "<< fTargetParameter<<" ." <<endl;
SetLambdaToErrorCode(lambda[(*--StreamListPriority.end()).second]);
return lambda;
}
//Search the TargetParameterValue location in the mass damain //
string MaterialToSearch = (*it_i_s ).second;
double CalculatedTargetParameter = TargetParameterMax[MaterialToSearch] ; //Algo start with maximum point
double MassToAdd = MassMax[MaterialToSearch]; //Algo start with maximum point
double LastMassMinus = MassMin[MaterialToSearch]; //Used in bissection method
double LastMassPlus = MassMax[MaterialToSearch]; //Used in bissection method
int count = 0;
FuelToTest.Clear();
/*
if (fDBFType == "MOX")
{
cout<<"------------------------------------------------------"<<endl;
cout<<"START ALGO -> BU, Mass "<<BurnUp<<" "<<HMMass<<endl;
cout<<"------------------------------------------------------"<<endl;
double MassTest = MassMin[MaterialToSearch];
cout<<MaterialToSearch<<" "<<MassMax[MaterialToSearch]<<" "<<MassMin[MaterialToSearch]<<" "<<endl;
do
{
ConvertMassToLambdaVector(MaterialToSearch, lambda[MaterialToSearch], MassTest, StreamArray[MaterialToSearch]);
FuelToTest = BuildFuelToTest(lambda, StreamArray, HMMass, StreamListIsBuffer);
FuelToTest = FuelToTest/FuelToTest.GetSumOfAll();
CalculatedTargetParameter = CalculateTargetParameter(FuelToTest, fTargetParameter);
cout<<"Lambda vector : "<<MaterialToSearch<<" - "; for(int i=0; i < (int)lambda[MaterialToSearch].size(); i++) cout<<lambda[MaterialToSearch][i]<<" ";
cout<<endl;
MassTest += (MassMax[MaterialToSearch] - MassMin[MaterialToSearch])/100.;
cout<<MassTest<<" "<<CalculatedTargetParameter<<endl;
} while (MassTest <= MassMax[MaterialToSearch]);
cout<<"------------------------------------------------------"<<endl;
cout<<"STOP ALGO EXIT(1)..."<<endl; exit(1);
cout<<"------------------------------------------------------"<<endl;
}
*/
do
{
if(count > fMaxIterration)
{
ERROR << "CRITICAL ! Can't manage to predict fissile content\nHint : Try to decrease the precision on the target parameter using :\nYourEQ_OneParameter->SetTargetParameterStDev(Precision); " << endl;
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ERROR << "Targeted "<<fTargetParameter<<" : "<<TargetParameterValue<<endl;
ERROR << "Last calculated "<<fTargetParameter<<" : "<<CalculatedTargetParameter<<endl;
ERROR << "Last Fresh fuel normalized composition : " <<endl;
ERROR << FuelToTest.sPrint()<<endl;
exit(1);
}
if( (CalculatedTargetParameter - TargetParameterValue) < 0 ) //Need to add more fissile material in fuel
{
LastMassMinus = MassToAdd;
MassToAdd = MassToAdd + fabs(LastMassPlus - MassToAdd)/2.;
}
else if( (CalculatedTargetParameter - TargetParameterValue) > 0) //Need to add less fissile material in fuel
{
LastMassPlus = MassToAdd;
MassToAdd = MassToAdd - fabs(LastMassMinus - MassToAdd)/2.;
}
ConvertMassToLambdaVector(MaterialToSearch, lambda[MaterialToSearch], MassToAdd, StreamArray[MaterialToSearch]);
FuelToTest = BuildFuelToTest(lambda, StreamArray, HMMass, StreamListIsBuffer);
FuelToTest = FuelToTest/FuelToTest.GetSumOfAll();
CalculatedTargetParameter = CalculateTargetParameter(FuelToTest, fTargetParameter);
count ++;
}while(fabs(TargetParameterValue - CalculatedTargetParameter) > GetTargetParameterStDev()*TargetParameterValue);
}
// Fissile fraction is imposed by the FP
// No need to use algo
// Simplified fuel building
else
{
// Check if EQ_OneParameter->SetTMVANFOFilePath() have been defined
if (fTMVANFOFilePath.empty())
{
ERROR << " TMVA NFO File path is not defined..."<< endl;
ERROR << " You have to use EQ_OneParameter->SetTMVANFOFilePath() methods."<<endl;
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exit(1);
}
/// Search for the fraction of each material in fuel ///
map < string, double > StreamListMassFraction;
for( it_s_D = StreamListFPMassFractionMin.begin(); it_s_D != StreamListFPMassFractionMin.end(); it_s_D++)
{
if(StreamListFPMassFractionMin[(*it_s_D).first] < fStreamListEqMMassFractionMin[(*it_s_D).first]) // if limits FP are lower than limits EqM
{
ERROR << " User mass fraction requirement is lower than the model mass fraction min for list : "<<(*it_s_D).first << endl;
ERROR << " User mass fraction requirement : "<<StreamListFPMassFractionMin[(*it_s_D).first]<<endl;
ERROR << " Model mass fraction min requirement : "<<fStreamListEqMMassFractionMin[(*it_s_D).first]<<endl;
exit(1);
}
else if(StreamListFPMassFractionMax[(*it_s_D).first] > fStreamListEqMMassFractionMax[(*it_s_D).first]) // if limits FP are higher than limits EqM
{
ERROR << " User mass fraction requirement is higher than the model mass fraction max for list : "<<(*it_s_D).first << endl;
ERROR << " User mass fraction requirement : "<<StreamListFPMassFractionMax[(*it_s_D).first]<<endl;
ERROR << " Model mass fraction max requirement : "<<fStreamListEqMMassFractionMax[(*it_s_D).first]<<endl;
exit(1);
}
else
{
StreamListMassFraction[(*it_s_D).first] = StreamListFPMassFractionMin[(*it_s_D).first]; // Because here, min = max
}
}
//Calculate Total mass in stock for each stream and fill fTotalMassInStocks
StocksTotalMassCalculation(StreamArray);
// Check if there is enough material in stock to satisfy requested mass fraction //
BreakReturnLambda = false;
for( it_s_D = StreamListMassFraction.begin(); it_s_D != StreamListMassFraction.end(); it_s_D++)
{
if(fTotalMassInStocks[(*it_s_D).first]< HMMass*StreamListMassFraction[(*it_s_D).first])
{
WARNING << " Not enough material : "<< (*it_s_D).first << " in stocks to reach the build fuel limit of "<<StreamListMassFraction[(*it_s_D).first]<<" reactor mass. Fuel not built." << endl;
SetLambdaToErrorCode(lambda[(*it_s_D).first]);
BreakReturnLambda = true;
}
}
if(BreakReturnLambda) { return lambda;}
IsotopicVector FuelToTest;
// Build Fuel
for( it_i_s = StreamListPriority.begin(); it_i_s != StreamListPriority.end(); it_i_s++)
{
FuelToTest.Clear();
ConvertMassToLambdaVector((*it_i_s).second, lambda[(*it_i_s).second], HMMass*StreamListMassFraction[(*it_i_s).second], StreamArray[(*it_i_s).second]);
FuelToTest = BuildFuelToTest(lambda, StreamArray, HMMass, StreamListIsBuffer);
}
}
//Final builded fuel
IsotopicVector IVStream;
for( it_s_vD = lambda.begin(); it_s_vD != lambda.end(); it_s_vD++)
{
for(int i=0; i<(int)lambda[(*it_s_vD).first].size(); i++)
{
IVStream +=lambda[(*it_s_vD).first][i] * StreamArray[(*it_s_vD).first][i];
}
}
//Check if BuildedFuel is in Model isotopic bounds
(*this).isIVInDomain(IVStream);
for( it_s_vD = lambda.begin(); it_s_vD != lambda.end(); it_s_vD++)
{
DBGV( "Lambda vector : "<<(*it_s_vD).first );
for(int i=0; i < (int)lambda[(*it_s_vD).first].size(); i++)
{
DBGV(lambda[(*it_s_vD).first][i]);
}
}
DBGL
return lambda;
}
//________________________________________________________________________
TTree* EQ_OneParameter::CreateTMVAInputTree(IsotopicVector TheFreshfuel, double ThisTime)
{
/******Create Input data tree to be interpreted by TMVA::Reader***/
TTree* InputTree = new TTree(fOutput.c_str(), fOutput.c_str());
vector<float> InputTMVA;
for(int i = 0 ; i< (int)fMapOfTMVAVariableNames.size() ; i++)
InputTMVA.push_back(0);
float Time = 0;
IsotopicVector IVInputTMVA;
map<ZAI ,string >::iterator it_ZAI_s;
int j = 0;
for( it_ZAI_s = fMapOfTMVAVariableNames.begin() ; it_ZAI_s != fMapOfTMVAVariableNames.end() ; it_ZAI_s++)
{
InputTree->Branch( ((*it_ZAI_s).second).c_str(), &InputTMVA[j], ((*it_ZAI_s).second + "/F").c_str());
IVInputTMVA+= ((*it_ZAI_s).first)*1;
j++;
}
if(ThisTime != -1)
InputTree->Branch("Time" ,&Time ,"Time/F");
IsotopicVector IVAccordingToUserInfoFile = TheFreshfuel.GetThisComposition(IVInputTMVA);
double Ntot = IVAccordingToUserInfoFile.GetSumOfAll();
IVAccordingToUserInfoFile = IVAccordingToUserInfoFile/Ntot;
j = 0;
for( it_ZAI_s = fMapOfTMVAVariableNames.begin() ; it_ZAI_s != fMapOfTMVAVariableNames.end() ; it_ZAI_s++)
{
InputTMVA[j] = IVAccordingToUserInfoFile.GetZAIIsotopicQuantity( (*it_ZAI_s).first ) ;
j++;
}
Time = ThisTime;
InputTree->Fill();
return InputTree;
}
//________________________________________________________________________
void EQ_OneParameter::CheckTargetParameterConsistency(map < int , string > StreamListPriority, map < string , double > TargetParameterMin, map < string , double > TargetParameterMax)
{
map < int , string >::iterator it_i_s;
//Loop on priority order to check if target parameter increases monotously with the material mass
for( it_i_s = StreamListPriority.begin(); it_i_s != StreamListPriority.end(); it_i_s++)
{
double TargetParameterUp = -1.0; //to be sure BUMin is > to BUmax even if BUmin is zero
double TargetParameterDown = 0.0;
if(TargetParameterMin.find((*it_i_s).second) == TargetParameterMin.end())
{
break; //if material is not in map, break the loop
}
TargetParameterDown = TargetParameterMin[(*it_i_s).second];
if (TargetParameterDown < 0.0 )
{
ERROR<< "Target parameter evolution should always be positive." <<endl;
ERROR<< "TargetParameterDown = "<< TargetParameterDown<<" is negative "<<endl;
ERROR<< "Check the evolution..." <<endl;
exit(1);
}
TargetParameterUp = TargetParameterMax[(*it_i_s).second];
if (TargetParameterDown > TargetParameterUp )
{
ERROR<< "Target parameter evolution as a function of material mass is not monotonous." <<endl;
ERROR<< "TargetParameterDown = "<< TargetParameterDown<<" is greater than TargetParameterUp = "<< TargetParameterUp<<endl;
ERROR<< "Check the evolution..." <<endl;
exit(1);
}
}
}
//________________________________________________________________________
double EQ_OneParameter::CalculateTargetParameter(IsotopicVector TheFuel, string TargetParameterName)
{
double ParameterToCalculate = 0;
if(TargetParameterName=="BurnUpMax") ParameterToCalculate = CalculateBurnUpMax(TheFuel, fModelParameter);
else if(TargetParameterName=="keffBOC") ParameterToCalculate = CalculateKeffAtBOC(TheFuel);
else
{
ERROR<< "Target parameter defined in InformationFile ( "<<TargetParameterName<<" ) doesn't exist" <<endl;
ERROR<< "Possible target parameters for the moment are : BurnUpMax and keffBOC." <<endl;
exit(1);
}
return ParameterToCalculate ;
}
//________________________________________________________________________
double EQ_OneParameter::CalculateBurnUpMax(IsotopicVector TheFuel, map<string, double> ModelParameter)
{
/**************************************************************************/
//With a dichotomy, the maximal irradiation time (TheFinalTime) is calculated
//When average Kinf is very close (according "Precision") to the threshold
//then the corresponding irradiation time is convert in burnup and returned
/**************************************************************************/
//Algorithm initialization
double KThreshold = fModelParameter["kThreshold"];
int NumberOfBatch = (int)fModelParameter["NumberOfBatch"];
double OldFinalTimeMinus = 0;
double MaximumBU = fMaximalBU;
double MinimumBU = 0 ;
double TheFinalTime = BurnupToSecond((MaximumBU-MinimumBU)/2.);
double OldFinalTimePlus = BurnupToSecond(MaximumBU);
double k_av = 0; //average kinf
double OldPredictedk_av = 0;
CLASSReader * reader = new CLASSReader( fMapOfTMVAVariableNames );
reader->AddVariable( "Time" );
reader->BookMVA( "MLP method" , fTMVAXMLFilePath );
for(int b = 0;b<NumberOfBatch;b++)
{
float TheTime = (b+1)*TheFinalTime/NumberOfBatch;
TTree* InputTree = CreateTMVAInputTree(TheFuel,TheTime);
reader->SetInputData( InputTree );
OldPredictedk_av += reader->EvaluateRegression( "MLP method" )[0];
delete InputTree;
}
OldPredictedk_av /= NumberOfBatch;
//Algorithm control
int count = 0;
int MaximumLoopCount = 500;
do
{
if(count > MaximumLoopCount )
{
ERROR << "CRITICAL ! Can't manage to predict burnup\nHint : Try to increase the precision on k effective using :\n YourEQM_MLP_Kinf->SetPCMPrecision(pcm); with pcm the precision in pcm (default 10) REDUCE IT\n If this message still appear mail to leniau@subatech.in2p3.fr\nor nicolas.thiolliere@subatech.in2p3.fr " << endl;
exit(1);
}
if( (OldPredictedk_av-KThreshold) > 0) //The burnup can be increased
{
OldFinalTimeMinus = TheFinalTime;
TheFinalTime = TheFinalTime + fabs(OldFinalTimePlus - TheFinalTime)/2.;
if(SecondToBurnup(TheFinalTime) >= (MaximumBU-MaximumBU*GetTargetParameterStDev() ) )
{ delete reader; return MaximumBU; }
}
else if( (OldPredictedk_av-KThreshold) < 0)//The burnup is too high
{
OldFinalTimePlus = TheFinalTime;
TheFinalTime = TheFinalTime - fabs(OldFinalTimeMinus-TheFinalTime)/2.;
if( SecondToBurnup(TheFinalTime) < (MaximumBU-MinimumBU)/2.*GetTargetParameterStDev() )
{ delete reader; return 0; }
}
k_av = 0;
for(int b = 0;b<NumberOfBatch;b++)
{
float TheTime = (b+1)*TheFinalTime/NumberOfBatch;
TTree* InputTree = CreateTMVAInputTree(TheFuel,TheTime);
reader->SetInputData( InputTree );
k_av += reader->EvaluateRegression("MLP method")[0];
delete InputTree;
}
k_av/= NumberOfBatch;
//cout<<SecondToBurnup(TheFinalTime)<<" ";
OldPredictedk_av = k_av;
count++;
//std::clog << "-> " << k_av << "\t\t(" << count << ") \t [" << TheFinalTime << "]" << "\t" << OldPredictedk_av-KThreshold << "\t" << GetPCMPrecision() << std::endl;
} while( fabs(OldPredictedk_av-KThreshold) > GetPCMPrecision() ) ;
delete reader;
//cout<<endl;
return SecondToBurnup(TheFinalTime);
}
//________________________________________________________________________
double EQ_OneParameter::CalculateKeffAtBOC(IsotopicVector FreshFuel)
{
CLASSReader * reader = new CLASSReader( fMapOfTMVAVariableNames );
reader->BookMVA( "MLP method" , fTMVAXMLFilePath );
TTree* InputTree = CreateTMVAInputTree(FreshFuel,-1) ;
reader->SetInputData( InputTree );
double keff = reader->EvaluateRegression( "MLP method" )[0];
delete InputTree;
return keff;
}
//________________________________________________________________________
void EQ_OneParameter::ReadNFO()
{
DBGL
ifstream NFO(fTMVANFOFilePath.c_str());
if(!NFO)
{
ERROR << "Can't find/open file " << fTMVANFOFilePath << endl;
exit(0);
}
do
{
string line;
getline(NFO,line);
EQ_OneParameter::ReadLine(line);
} while(!NFO.eof());
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadLine(string line)
{
DBGL
if (!freaded)
{
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
map<string, EQOP_MthPtr>::iterator it = fKeyword.find(keyword);
if(it != fKeyword.end())
(this->*(it->second))( line );
freaded = true;
ReadLine(line);
}
freaded = false;
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::LoadKeyword()
{
DBGL
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_zail", & EQ_OneParameter::ReadZAIlimits) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_reactor", & EQ_OneParameter::ReadType) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_fuel", & EQ_OneParameter::ReadType) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_massfractionmin", & EQ_OneParameter::ReadEqMinFraction) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_massfractionmax", & EQ_OneParameter::ReadEqMaxFraction) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_list", & EQ_OneParameter::ReadList) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_specpower", & EQ_OneParameter::ReadSpecificPower) );
if (fUseTMVAPredictor) fKeyword.insert( pair<string, EQOP_MthPtr>( "k_zainame", & EQ_OneParameter::ReadZAIName) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_maxburnup", & EQ_OneParameter::ReadMaxBurnUp) );
if (fUseTMVAPredictor) fKeyword.insert( pair<string, EQOP_MthPtr>( "k_targetparameter", & EQ_OneParameter::ReadTargetParameter) );
if (fUseTMVAPredictor) fKeyword.insert( pair<string, EQOP_MthPtr>( "k_predictortype", & EQ_OneParameter::ReadPredictorType) );
if (fUseTMVAPredictor) fKeyword.insert( pair<string, EQOP_MthPtr>( "k_output", & EQ_OneParameter::ReadOutput) );
fKeyword.insert( pair<string, EQOP_MthPtr>( "k_buffer", & EQ_OneParameter::ReadBuffer) );
if (fUseTMVAPredictor) fKeyword.insert( pair<string, EQOP_MthPtr>( "k_modelparameter", & EQ_OneParameter::ReadModelParameter) );
if (fUseTMVAPredictor) fKeyword.insert( pair<string, EQOP_MthPtr>( "k_targetparameterstdev", & EQ_OneParameter::ReadTargetParameterStDev) );
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DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadType(const string &line)
{
DBGL
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
if( keyword != "k_fuel" && keyword != "k_reactor" ) // Check the keyword
{
ERROR << " Bad keyword : " << keyword << " Not found !" << endl;
exit(1);
}
if( keyword == "k_fuel" )
fDBFType = StringLine::NextWord(line, pos, ' ');
else if( keyword == "k_reactor" )
fDBRType = StringLine::NextWord(line, pos, ' ');
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadZAIlimits(const string &line)
{
DBGL
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
if( keyword != "k_zail" ) // Check the keyword
{
ERROR << " Bad keyword : \"k_zail\" not found !" << endl;
exit(1);
}
int Z = atoi(StringLine::NextWord(line, pos, ' ').c_str());
int A = atoi(StringLine::NextWord(line, pos, ' ').c_str());
int I = atoi(StringLine::NextWord(line, pos, ' ').c_str());
double downLimit = atof(StringLine::NextWord(line, pos, ' ').c_str());
double upLimit = atof(StringLine::NextWord(line, pos, ' ').c_str());
if (upLimit < downLimit)
{
double tmp = upLimit;
upLimit = downLimit;
downLimit = tmp;
}
fZAILimits.insert(pair<ZAI, pair<double, double> >(ZAI(Z,A,I), pair<double,double>(downLimit, upLimit)));
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadList(const string &line)
{
DBGL
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
if( keyword != "k_list" ) // Check the keyword
{
ERROR << " Bad keyword : \"k_list\" not found !" << endl;
exit(1);
}
string ListName= StringLine::NextWord(line, pos, ' ');
int Z = atoi(StringLine::NextWord(line, pos, ' ').c_str());
int A = atoi(StringLine::NextWord(line, pos, ' ').c_str());
int I = atoi(StringLine::NextWord(line, pos, ' ').c_str());
double Q = atof(StringLine::NextWord(line, pos, ' ').c_str());
fStreamList[ListName].Add(Z, A, I, Q);
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadEqMinFraction(const string &line)
{
DBGL
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
if( keyword != "k_massfractionmin" ) // Check the keyword
{
ERROR << " Bad keyword : \"k_massfractionmin\" not found !" << endl;
exit(1);
}
string ListName= StringLine::NextWord(line, pos, ' ');
double Q = atof(StringLine::NextWord(line, pos, ' ').c_str());
fStreamListEqMMassFractionMin[ListName] = Q;
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadEqMaxFraction(const string &line)
{
DBGL
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
if( keyword != "k_massfractionmax" ) // Check the keyword
{
ERROR << " Bad keyword : \"k_massfractionmax\" not found !" << endl;
exit(1);
}
string ListName= StringLine::NextWord(line, pos, ' ');
double Q = atof(StringLine::NextWord(line, pos, ' ').c_str());
fStreamListEqMMassFractionMax[ListName] = Q;
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadSpecificPower(const string &line)
{
DBGL
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
if( keyword != "k_specpower") // Check the keyword
{
ERROR << " Bad keyword : \"k_specpower\" Not found !" << endl;
exit(1);
}
fSpecificPower = atof(StringLine::NextWord(line, pos, ' ').c_str());
DBGL
}
//________________________________________________________________________
void EQ_OneParameter::ReadZAIName(const string &line)
{
DBGL
int pos = 0;
string keyword = tlc(StringLine::NextWord(line, pos, ' '));
if( keyword != "k_zainame" ) // Check the keyword
{