[u/mrichter/AliRoot.git] / TPC / AliTPCTempMap.cxx

/**************************************************************************
 * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
 *                                                                        *
 * Author: The ALICE Off-line Project.                                    *
 * Contributors are mentioned in the code where appropriate.              *
 *                                                                        *
 * Permission to use, copy, modify and distribute this software and its   *
 * documentation strictly for non-commercial purposes is hereby granted   *
 * without fee, provided that the above copyright notice appears in all   *
 * copies and that both the copyright notice and this permission notice   *
 * appear in the supporting documentation. The authors make no claims     *
 * about the suitability of this software for any purpose. It is          *
 * provided "as is" without express or implied warranty.                  *
 **************************************************************************/


///////////////////////////////////////////////////////////////////////////////
//                                                                           //
//  TPC calibration class for temperature maps and tendencies                //
//  (based on TPC Temperature Sensors and FiniteElement Simulation)          //
//                                                                           //
//  Authors: Stefan Rossegger, Haavard Helstrup                              //
//                                                                           //
///////////////////////////////////////////////////////////////////////////////

#include "AliTPCSensorTempArray.h"
#include "TLinearFitter.h"
#include "TString.h"
#include "TGraph2D.h"

#include "AliTPCTempMap.h"


ClassImp(AliTPCTempMap)
  
  const char kStringFEsimulation[] = "FEsimulation.txt";

//_____________________________________________________________________________
AliTPCTempMap::AliTPCTempMap(AliTPCSensorTempArray *sensorDCS):
  TNamed(),
  ft(0),
  fStringFEsimulation(kStringFEsimulation)
{
  //
  // AliTPCTempMap default constructor
  //

  ft = sensorDCS;

}

//_____________________________________________________________________________
AliTPCTempMap::AliTPCTempMap(const AliTPCTempMap &c):
  TNamed(c),
  ft(c.ft),
  fStringFEsimulation(c.fStringFEsimulation)
{
  //
  // AliTPCTempMap copy constructor
  //

}

//_____________________________________________________________________________
AliTPCTempMap::~AliTPCTempMap()
{
  //
  // AliTPCTempMap destructor
  //
  
}

//_____________________________________________________________________________
AliTPCTempMap &AliTPCTempMap::operator=(const AliTPCTempMap &c)
{
  //
  // Assignment operator
  //

  if (this != &c) ((AliTPCTempMap &) c).Copy(*this);
  return *this;

}

//_____________________________________________________________________________
void AliTPCTempMap::Copy(TObject &c) const
{
  //
  // Copy function
  //
  
  TObject::Copy(c);
  
}

//_____________________________________________________________________________

Double_t AliTPCTempMap::GetTempGradientY(UInt_t timeSec, Int_t side){
 //
 // Extract Linear Vertical Temperature Gradient [K/cm] within the TPC on 
 // Shaft Side(A): 0
 // Muon  Side(C): 1
 // Values based on TemperatureSensors within the TPC ( type: 3 (TPC) )
 //
 // FIXME: Also return residual-distribution, covariance Matrix
 //        or simply chi2 for validity check? 
 //        -> better use GetLinearFitter - function in this case!
  
 TLinearFitter *fitter = new TLinearFitter(3,"x0++x1++x2");
 TVectorD param(3);
 Int_t i = 0;

 Int_t nsensors = ft->NumSensors();
 for (Int_t isensor=0; isensor<nsensors; isensor++) { // loop over all sensors
   AliTPCSensorTemp *entry = (AliTPCSensorTemp*)ft->GetSensorNum(isensor);
   
   if (entry->GetType()==3 && entry->GetSide()==side) { // take SensorType:TPC 
     Double_t x[3];
     x[0]=1;
     x[1]=entry->GetX();
     x[2]=entry->GetY();    
     Double_t y = ft->GetValue(timeSec,isensor); // get temperature value
     fitter->AddPoint(x,y,1); // add values to LinearFitter
     i++;
   }

 }  
 fitter->Eval();
 fitter->GetParameters(param);

 fitter->~TLinearFitter();

 return param[2]; // return vertical (Y) tempGradient in [K/cm]
  
}

//_____________________________________________________________________________

TLinearFitter *AliTPCTempMap::GetLinearFitter(Int_t type, Int_t side, UInt_t timeSec)
{
  // 
  // Creates a TlinearFitter object for the desired region of the TPC 
  // (via choosen type and side of TPC temperature sensors) at a given 
  // timeSec (in secounds) after start time
  // type: 0 ... ReadOutChambers (ROC)
  //       1 ... OuterContainmentVessel (OFC)
  //       2 ... InnerContainmentVessel (IFC) + ThermalScreener (TS)
  //       3 ... Within the TPC (DriftVolume) (TPC)
  //       4 ... Only InnerContainmentVessel (IFC) 
  // side: Can be choosen for type 0 and 3 (otherwise it will be ignored in 
  //       in order to get all temperature sensors of interest)
  //       0 ... Shaft Side (A)
  //       1 ... Muon Side (C)
  // 

  TLinearFitter *fitter = new TLinearFitter(3);
  Double_t *x = new Double_t[3];
  Double_t y = 0;

  if (type == 1 || type == 2 || type == 4) {
    fitter->SetFormula("x0++x1++TMath::Sin(x2)"); // returns Z,Y gradient
  } else {
    fitter->SetFormula("x0++x1++x2"); // returns X,Y gradient
  }

  Int_t i = 0;
  Int_t nsensors = ft->NumSensors();
  for (Int_t isensor=0; isensor<nsensors; isensor++) { // loop over all sensors
    AliTPCSensorTemp *entry = (AliTPCSensorTemp*)ft->GetSensorNum(isensor);
    
    if (type==0 || type==3) { // 'side' information used
      if (entry->GetType()==type && entry->GetSide()==side) {
	x[0]=1;
	x[1]=entry->GetX();
	x[2]=entry->GetY();    
	y = ft->GetValue(timeSec,isensor); // get temperature value
	fitter->AddPoint(x,y,1); // add values to LinearFitter
	i++;
      }
    } else if (type==2) { // in case of IFC also usage of TS values
      if ((entry->GetType()==2) || (entry->GetType()==5)) {
	x[0]=1;
	x[1]=entry->GetZ();
	x[2]=entry->GetPhi();    
	y = ft->GetValue(timeSec,isensor);
	fitter->AddPoint(x,y,1); 
	i++;
      }
    } else if (type==1){
      if (entry->GetType()==type) {
	x[0]=1;
	x[1]=entry->GetZ();
	x[2]=entry->GetPhi();    
	y = ft->GetValue(timeSec,isensor);
	fitter->AddPoint(x,y,1);
	i++;	
      }
    } else if (type==4) { // ONLY IFC
      if (entry->GetType()==2) {
	x[0]=1;
	x[1]=entry->GetZ();
	x[2]=entry->GetPhi();    
	y = ft->GetValue(timeSec,isensor);
	fitter->AddPoint(x,y,1); 
	i++;
      }
    }
  }  
  fitter->Eval(); // Evaluates fitter
  
  delete [] x;

  return fitter; 

  // returns TLinearFitter object where Chi2, Fitparameters and residuals can 
  // be extracted via usual memberfunctions
  // example: fitter->GetParameters(param)
  // In case of type IFC or OFC, the parameters are the gradients in 
  // Z and Y direction (see fitformula)
  // Caution: Parameters are [K/cm] except Y at IFC,OFC ([K/radius]) 
}

//_____________________________________________________________________________

TGraph2D *AliTPCTempMap::GetTempMapsViaSensors(Int_t type, Int_t side, UInt_t timeSec)
{
  // 
  // Creates a TGraph2D object for the desired region of the TPC 
  // (via choosen type and side of TPC temperature sensors) at a given 
  // timeSec (in secounds) after start time
  // type: 0 ... ReadOutChambers (ROC)
  //       1 ... OuterContainmentVessel (OFC)
  //       2 ... InnerContainmentVessel (IFC) + ThermalScreener (TS)
  //       3 ... Within the TPC (DriftVolume) (TPC)
  // side: Can be choosen for type 0 and 3 (otherwise it will be ignored in 
  //       in order to get all temperature sensors of interest)
  //       0 ... A - side
  //       1 ... C - side
  // 

  TGraph2D *graph2D = new TGraph2D();

  Int_t i = 0;
  
  Int_t nsensors = ft->NumSensors();
  for (Int_t isensor=0; isensor<nsensors; isensor++) { // loop over all sensors
    AliTPCSensorTemp *entry = (AliTPCSensorTemp*)ft->GetSensorNum(isensor);

    Double_t x, y, z, r, phi, tempValue;
    x = entry->GetX();
    y = entry->GetY();
    z = entry->GetZ();
    r = entry->GetR();
    phi = entry->GetPhi();
    tempValue = ft->GetValue(timeSec,isensor);
    //    printf("%d type %d: x=%lf y=%lf temp=%lf\n",isensor,entry->GetType(),x,y, tempValue);
    if (type==0 || type==3) { // 'side' information used
      if (entry->GetType()==type && entry->GetSide()==side) {
	graph2D->SetPoint(i,x,y,tempValue);
	i++;
      }
    } else if (type==2) { // in case of IFC also usage of TS values
      if (entry->GetType()==2 || entry->GetType()==5) {
	graph2D->SetPoint(i,z,phi,tempValue);
	i++;
      }
    } else if (type==1){
      if (entry->GetType()==type) {
	graph2D->SetPoint(i,z,phi,tempValue);
	i++;
      }
    }
  }  
  
  if (type==0 || type==3) {
    graph2D->GetXaxis()->SetTitle("X[cm]");
    graph2D->GetYaxis()->SetTitle("Y[cm]");
    if (type==0 && side==0) {
      graph2D->SetTitle("ROC A side");
    } else if (type==0 && side==1) {
      graph2D->SetTitle("ROC C side");
    } else if (type==3 && side==0) {
      graph2D->SetTitle("TPC A side (Inside the TPC)");
    } else if (type==3 && side==1) {
      graph2D->SetTitle("TPC C side (Inside the TPC)");
    }
  } else if (type==1 || type==2) {
    graph2D->GetXaxis()->SetTitle("Z[cm]");
    graph2D->GetYaxis()->SetTitle("Phi[RAD]");
    if (type==1) {
      graph2D->SetTitle("Outer Containment Vessel");
    } else if (type==2) {
      graph2D->SetTitle("Inner Containment Vessel");
    }
  }

  if (!graph2D->GetN()) {
    printf("Returned TGraph2D is empty: check type and side values\n");
  }

  graph2D->GetXaxis()->SetLabelOffset(0.0);
  graph2D->GetYaxis()->SetLabelOffset(0.005);
  graph2D->GetZaxis()->SetLabelOffset(-0.04);
  

  return graph2D; // returns TGgraph2D object
  
}


//_____________________________________________________________________________

TGraph *AliTPCTempMap::MakeGraphGradient(Int_t axis, Int_t side, Int_t nPoints)
{  
  //
  // Make graph from start time to end time of TempGradient in axis direction
  // axis: 0 ... horizontal Temperature Gradient (X)
  //       1 ... vertical Temperature Gradient (Y)
  //       2 ... longitudenal Temperature Gradient (Z) (side is ignored) 
  //             z gradient value based on OFC temperature sensors
  //             Caution!: better z gradient values through difference between 
  //             param[0] A- and param[0] C-side !
  // side for X and Y gradient: 
  //       0 ... Shaft Side (A)
  //       1 ... Muon Side (C)
  //
  
  TVectorD param(3);
  TLinearFitter *fitter = new TLinearFitter(3);

  UInt_t fStartTime = ft->AliTPCSensorTempArray::GetStartTime();
  UInt_t fEndTime = ft->AliTPCSensorTempArray::GetEndTime();
  
  UInt_t stepTime = (fEndTime-fStartTime)/nPoints;

  Double_t *x = new Double_t[nPoints];
  Double_t *y = new Double_t[nPoints];
  for (Int_t ip=0; ip<nPoints; ip++) {
    x[ip] = fStartTime+ip*stepTime;
    if (axis==2) {// Gradient in Z direction (based on OFC tempSensors)
      fitter = GetLinearFitter(1, side, ip*stepTime);
    } else {// Gradient in X or Y direction (based on TPC tempSensors)
      fitter = GetLinearFitter(3, side, ip*stepTime);
    }
    fitter->GetParameters(param);
    // multiplied by 500 since TempGradient is in [K/cm] 
    // (TPC diameter and length ~500cm)
    if (axis==1) { // Y axis
      y[ip] = param[2]*500;
    } else { // X axis
      y[ip] = param[1]*500;
    }
  }

  TGraph *graph = new TGraph(nPoints,x,y);

  fitter->~TLinearFitter(); 
  delete [] x;
  delete [] y;

  graph->GetXaxis()->SetTimeDisplay(1);
  graph->GetXaxis()->SetLabelOffset(0.02);
  graph->GetXaxis()->SetTimeFormat("#splitline{%d/%m}{%H:%M}");

  return graph;
}

//_____________________________________________________________________________

Double_t AliTPCTempMap::GetTemperature(Double_t x, Double_t y, Double_t z, UInt_t timeSec)
{  
  //
  // Returns estimated Temperature at given position (x,y,z) at given time 
  // (timeSec) after starttime
  // Method: so far just a linear interpolation between Linar fits of 
  //         the TPC temperature sensors
  //         FIXME: 'Educated Fit' through FiniteElement Simulation results!
  // FIXXME: Return 0? if x,y,z out of range
  //
  
  TVectorD paramA(3), paramC(3);
  TLinearFitter *fitterA = new TLinearFitter(3);
  TLinearFitter *fitterC = new TLinearFitter(3);

  fitterA = GetLinearFitter(3, 0, timeSec);
  fitterA->GetParameters(paramA);
  fitterC = GetLinearFitter(3, 1, timeSec);
  fitterC->GetParameters(paramC);

  Double_t fvalA = paramA[0]+paramA[1]*x+paramA[2]*y;
  Double_t fvalC = paramC[0]+paramC[1]*x+paramC[2]*y;

  Double_t k = (fvalA-fvalC)/(2*247);
  Double_t tempValue = fvalC+(fvalA-fvalC)/2+k*z;

  fitterA->~TLinearFitter();
  fitterC->~TLinearFitter();

  return tempValue;
}
Commit	Line	Data
1209231c	1	/**************************************************************************
	2	* Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
	3	* *
	4	* Author: The ALICE Off-line Project. *
	5	* Contributors are mentioned in the code where appropriate. *
	6	* *
	7	* Permission to use, copy, modify and distribute this software and its *
	8	* documentation strictly for non-commercial purposes is hereby granted *
	9	* without fee, provided that the above copyright notice appears in all *
	10	* copies and that both the copyright notice and this permission notice *
	11	* appear in the supporting documentation. The authors make no claims *
	12	* about the suitability of this software for any purpose. It is *
	13	* provided "as is" without express or implied warranty. *
	14	**************************************************************************/
	15
	16
	17	///////////////////////////////////////////////////////////////////////////////
	18	// //
	19	// TPC calibration class for temperature maps and tendencies //
	20	// (based on TPC Temperature Sensors and FiniteElement Simulation) //
	21	// //
	22	// Authors: Stefan Rossegger, Haavard Helstrup //
	23	// //
	24	///////////////////////////////////////////////////////////////////////////////
	25
	26	#include "AliTPCSensorTempArray.h"
	27	#include "TLinearFitter.h"
	28	#include "TString.h"
	29	#include "TGraph2D.h"
	30
	31	#include "AliTPCTempMap.h"
	32
	33
	34	ClassImp(AliTPCTempMap)
	35
	36	const char kStringFEsimulation[] = "FEsimulation.txt";
	37
	38	//_____________________________________________________________________________
	39	AliTPCTempMap::AliTPCTempMap(AliTPCSensorTempArray *sensorDCS):
	40	TNamed(),
	41	ft(0),
	42	fStringFEsimulation(kStringFEsimulation)
	43	{
	44	//
	45	// AliTPCTempMap default constructor
	46	//
	47
	48	ft = sensorDCS;
	49
	50	}
	51
	52	//_____________________________________________________________________________
	53	AliTPCTempMap::AliTPCTempMap(const AliTPCTempMap &c):
	54	TNamed(c),
	55	ft(c.ft),
	56	fStringFEsimulation(c.fStringFEsimulation)
	57	{
	58	//
	59	// AliTPCTempMap copy constructor
	60	//
	61
	62	}
	63
	64	//_____________________________________________________________________________
65	AliTPCTempMap::~AliTPCTempMap()
66	{
67	//
68	// AliTPCTempMap destructor
69	//
70
71	}
72
73	//_____________________________________________________________________________
74	AliTPCTempMap &AliTPCTempMap::operator=(const AliTPCTempMap &c)
75	{
76	//
77	// Assignment operator
78	//
79
80	if (this != &c) ((AliTPCTempMap &) c).Copy(*this);
81	return *this;
82
83	}
84
85	//_____________________________________________________________________________
86	void AliTPCTempMap::Copy(TObject &c) const
87	{
88	//
89	// Copy function
90	//
91
92	TObject::Copy(c);
93
94	}
95
96	//_____________________________________________________________________________
97
98	Double_t AliTPCTempMap::GetTempGradientY(UInt_t timeSec, Int_t side){
99	//
100	// Extract Linear Vertical Temperature Gradient [K/cm] within the TPC on
101	// Shaft Side(A): 0
102	// Muon Side(C): 1
103	// Values based on TemperatureSensors within the TPC ( type: 3 (TPC) )
104	//
105	// FIXME: Also return residual-distribution, covariance Matrix
106	// or simply chi2 for validity check?
107	// -> better use GetLinearFitter - function in this case!
108
b479e253	109	TLinearFitter *fitter = new TLinearFitter(3,"x0++x1++x2");
1209231c	110	TVectorD param(3);
	111	Int_t i = 0;
	112
	113	Int_t nsensors = ft->NumSensors();
	114	for (Int_t isensor=0; isensor<nsensors; isensor++) { // loop over all sensors
	115	AliTPCSensorTemp entry = (AliTPCSensorTemp)ft->GetSensorNum(isensor);
	116
	117	if (entry->GetType()==3 && entry->GetSide()==side) { // take SensorType:TPC
	118	Double_t x[3];
	119	x[0]=1;
	120	x[1]=entry->GetX();
	121	x[2]=entry->GetY();
55f06b51	122	Double_t y = ft->GetValue(timeSec,isensor); // get temperature value
b479e253	123	fitter->AddPoint(x,y,1); // add values to LinearFitter
1209231c	124	i++;
	125	}
	126
	127	}
b479e253	128	fitter->Eval();
	129	fitter->GetParameters(param);
	130
	131	fitter->~TLinearFitter();
1209231c	132
	133	return param[2]; // return vertical (Y) tempGradient in [K/cm]
	134
	135	}
	136
	137	//_____________________________________________________________________________
	138
	139	TLinearFitter *AliTPCTempMap::GetLinearFitter(Int_t type, Int_t side, UInt_t timeSec)
	140	{
	141	//
	142	// Creates a TlinearFitter object for the desired region of the TPC
	143	// (via choosen type and side of TPC temperature sensors) at a given
	144	// timeSec (in secounds) after start time
	145	// type: 0 ... ReadOutChambers (ROC)
	146	// 1 ... OuterContainmentVessel (OFC)
	147	// 2 ... InnerContainmentVessel (IFC) + ThermalScreener (TS)
	148	// 3 ... Within the TPC (DriftVolume) (TPC)
d0bd4fcc	149	// 4 ... Only InnerContainmentVessel (IFC)
1209231c	150	// side: Can be choosen for type 0 and 3 (otherwise it will be ignored in
	151	// in order to get all temperature sensors of interest)
	152	// 0 ... Shaft Side (A)
	153	// 1 ... Muon Side (C)
	154	//
	155
	156	TLinearFitter *fitter = new TLinearFitter(3);
	157	Double_t *x = new Double_t[3];
	158	Double_t y = 0;
	159
d0bd4fcc	160	if (type == 1 \|\| type == 2 \|\| type == 4) {
1209231c	161	fitter->SetFormula("x0++x1++TMath::Sin(x2)"); // returns Z,Y gradient
	162	} else {
	163	fitter->SetFormula("x0++x1++x2"); // returns X,Y gradient
	164	}
	165
	166	Int_t i = 0;
	167	Int_t nsensors = ft->NumSensors();
	168	for (Int_t isensor=0; isensor<nsensors; isensor++) { // loop over all sensors
	169	AliTPCSensorTemp entry = (AliTPCSensorTemp)ft->GetSensorNum(isensor);
	170
	171	if (type==0 \|\| type==3) { // 'side' information used
	172	if (entry->GetType()==type && entry->GetSide()==side) {
	173	x[0]=1;
	174	x[1]=entry->GetX();
	175	x[2]=entry->GetY();
55f06b51	176	y = ft->GetValue(timeSec,isensor); // get temperature value
1209231c	177	fitter->AddPoint(x,y,1); // add values to LinearFitter
	178	i++;
	179	}
	180	} else if (type==2) { // in case of IFC also usage of TS values
	181	if ((entry->GetType()==2) \|\| (entry->GetType()==5)) {
	182	x[0]=1;
	183	x[1]=entry->GetZ();
	184	x[2]=entry->GetPhi();
55f06b51	185	y = ft->GetValue(timeSec,isensor);
1209231c	186	fitter->AddPoint(x,y,1);
	187	i++;
	188	}
	189	} else if (type==1){
	190	if (entry->GetType()==type) {
	191	x[0]=1;
	192	x[1]=entry->GetZ();
	193	x[2]=entry->GetPhi();
55f06b51	194	y = ft->GetValue(timeSec,isensor);
1209231c	195	fitter->AddPoint(x,y,1);
	196	i++;
	197	}
d0bd4fcc	198	} else if (type==4) { // ONLY IFC
	199	if (entry->GetType()==2) {
	200	x[0]=1;
	201	x[1]=entry->GetZ();
	202	x[2]=entry->GetPhi();
55f06b51	203	y = ft->GetValue(timeSec,isensor);
d0bd4fcc	204	fitter->AddPoint(x,y,1);
	205	i++;
	206	}
1209231c	207	}
	208	}
	209	fitter->Eval(); // Evaluates fitter
	210
	211	delete [] x;
	212
	213	return fitter;
	214
	215	// returns TLinearFitter object where Chi2, Fitparameters and residuals can
	216	// be extracted via usual memberfunctions
b479e253	217	// example: fitter->GetParameters(param)
1209231c	218	// In case of type IFC or OFC, the parameters are the gradients in
	219	// Z and Y direction (see fitformula)
	220	// Caution: Parameters are [K/cm] except Y at IFC,OFC ([K/radius])
	221	}
	222
	223	//_____________________________________________________________________________
	224
	225	TGraph2D *AliTPCTempMap::GetTempMapsViaSensors(Int_t type, Int_t side, UInt_t timeSec)
	226	{
	227	//
	228	// Creates a TGraph2D object for the desired region of the TPC
	229	// (via choosen type and side of TPC temperature sensors) at a given
	230	// timeSec (in secounds) after start time
	231	// type: 0 ... ReadOutChambers (ROC)
	232	// 1 ... OuterContainmentVessel (OFC)
	233	// 2 ... InnerContainmentVessel (IFC) + ThermalScreener (TS)
	234	// 3 ... Within the TPC (DriftVolume) (TPC)
	235	// side: Can be choosen for type 0 and 3 (otherwise it will be ignored in
	236	// in order to get all temperature sensors of interest)
55f06b51	237	// 0 ... A - side
55f06b51	238	// 1 ... C - side
1209231c	239	//
	240
	241	TGraph2D *graph2D = new TGraph2D();
	242
	243	Int_t i = 0;
	244
1209231c	245	Int_t nsensors = ft->NumSensors();
1209231c	246	for (Int_t isensor=0; isensor<nsensors; isensor++) { // loop over all sensors
	247	AliTPCSensorTemp entry = (AliTPCSensorTemp)ft->GetSensorNum(isensor);
	248
	249	Double_t x, y, z, r, phi, tempValue;
	250	x = entry->GetX();
	251	y = entry->GetY();
	252	z = entry->GetZ();
	253	r = entry->GetR();
	254	phi = entry->GetPhi();
55f06b51	255	tempValue = ft->GetValue(timeSec,isensor);
55f06b51	256	// printf("%d type %d: x=%lf y=%lf temp=%lf\n",isensor,entry->GetType(),x,y, tempValue);
1209231c	257	if (type==0 \|\| type==3) { // 'side' information used
	258	if (entry->GetType()==type && entry->GetSide()==side) {
	259	graph2D->SetPoint(i,x,y,tempValue);
	260	i++;
	261	}
	262	} else if (type==2) { // in case of IFC also usage of TS values
	263	if (entry->GetType()==2 \|\| entry->GetType()==5) {
	264	graph2D->SetPoint(i,z,phi,tempValue);
	265	i++;
	266	}
	267	} else if (type==1){
	268	if (entry->GetType()==type) {
	269	graph2D->SetPoint(i,z,phi,tempValue);
	270	i++;
	271	}
	272	}
	273	}
	274
	275	if (type==0 \|\| type==3) {
	276	graph2D->GetXaxis()->SetTitle("X[cm]");
	277	graph2D->GetYaxis()->SetTitle("Y[cm]");
	278	if (type==0 && side==0) {
55f06b51	279	graph2D->SetTitle("ROC A side");
1209231c	280	} else if (type==0 && side==1) {
55f06b51	281	graph2D->SetTitle("ROC C side");
1209231c	282	} else if (type==3 && side==0) {
55f06b51	283	graph2D->SetTitle("TPC A side (Inside the TPC)");
1209231c	284	} else if (type==3 && side==1) {
55f06b51	285	graph2D->SetTitle("TPC C side (Inside the TPC)");
1209231c	286	}
	287	} else if (type==1 \|\| type==2) {
	288	graph2D->GetXaxis()->SetTitle("Z[cm]");
	289	graph2D->GetYaxis()->SetTitle("Phi[RAD]");
	290	if (type==1) {
	291	graph2D->SetTitle("Outer Containment Vessel");
	292	} else if (type==2) {
55f06b51	293	graph2D->SetTitle("Inner Containment Vessel");
1209231c	294	}
	295	}
	296
	297	if (!graph2D->GetN()) {
	298	printf("Returned TGraph2D is empty: check type and side values\n");
	299	}
	300
	301	graph2D->GetXaxis()->SetLabelOffset(0.0);
	302	graph2D->GetYaxis()->SetLabelOffset(0.005);
	303	graph2D->GetZaxis()->SetLabelOffset(-0.04);
	304
	305
	306	return graph2D; // returns TGgraph2D object
	307
	308	}
	309
	310
	311	//_____________________________________________________________________________
	312
	313	TGraph *AliTPCTempMap::MakeGraphGradient(Int_t axis, Int_t side, Int_t nPoints)
	314	{
	315	//
	316	// Make graph from start time to end time of TempGradient in axis direction
	317	// axis: 0 ... horizontal Temperature Gradient (X)
	318	// 1 ... vertical Temperature Gradient (Y)
	319	// 2 ... longitudenal Temperature Gradient (Z) (side is ignored)
	320	// z gradient value based on OFC temperature sensors
	321	// Caution!: better z gradient values through difference between
	322	// param[0] A- and param[0] C-side !
	323	// side for X and Y gradient:
	324	// 0 ... Shaft Side (A)
	325	// 1 ... Muon Side (C)
	326	//
	327
	328	TVectorD param(3);
	329	TLinearFitter *fitter = new TLinearFitter(3);
	330
	331	UInt_t fStartTime = ft->AliTPCSensorTempArray::GetStartTime();
	332	UInt_t fEndTime = ft->AliTPCSensorTempArray::GetEndTime();
	333
	334	UInt_t stepTime = (fEndTime-fStartTime)/nPoints;
	335
	336	Double_t *x = new Double_t[nPoints];
	337	Double_t *y = new Double_t[nPoints];
	338	for (Int_t ip=0; ip<nPoints; ip++) {
	339	x[ip] = fStartTime+ip*stepTime;
	340	if (axis==2) {// Gradient in Z direction (based on OFC tempSensors)
	341	fitter = GetLinearFitter(1, side, ip*stepTime);
	342	} else {// Gradient in X or Y direction (based on TPC tempSensors)
	343	fitter = GetLinearFitter(3, side, ip*stepTime);
	344	}
	345	fitter->GetParameters(param);
	346	// multiplied by 500 since TempGradient is in [K/cm]
	347	// (TPC diameter and length ~500cm)
	348	if (axis==1) { // Y axis
	349	y[ip] = param[2]*500;
	350	} else { // X axis
	351	y[ip] = param[1]*500;
	352	}
	353	}
	354
	355	TGraph *graph = new TGraph(nPoints,x,y);
	356
	357	fitter->~TLinearFitter();
358	delete [] x;
359	delete [] y;
360
361	graph->GetXaxis()->SetTimeDisplay(1);
362	graph->GetXaxis()->SetLabelOffset(0.02);
363	graph->GetXaxis()->SetTimeFormat("#splitline{%d/%m}{%H:%M}");
364
365	return graph;
366	}
367
368	//_____________________________________________________________________________
369
370	Double_t AliTPCTempMap::GetTemperature(Double_t x, Double_t y, Double_t z, UInt_t timeSec)
371	{
372	//
373	// Returns estimated Temperature at given position (x,y,z) at given time
374	// (timeSec) after starttime
375	// Method: so far just a linear interpolation between Linar fits of
376	// the TPC temperature sensors
377	// FIXME: 'Educated Fit' through FiniteElement Simulation results!
378	// FIXXME: Return 0? if x,y,z out of range
379	//
380
381	TVectorD paramA(3), paramC(3);
382	TLinearFitter *fitterA = new TLinearFitter(3);
383	TLinearFitter *fitterC = new TLinearFitter(3);
384
385	fitterA = GetLinearFitter(3, 0, timeSec);
386	fitterA->GetParameters(paramA);
387	fitterC = GetLinearFitter(3, 1, timeSec);
388	fitterC->GetParameters(paramC);
389
390	Double_t fvalA = paramA[0]+paramA[1]x+paramA[2]y;
391	Double_t fvalC = paramC[0]+paramC[1]x+paramC[2]y;
392
393	Double_t k = (fvalA-fvalC)/(2*247);
394	Double_t tempValue = fvalC+(fvalA-fvalC)/2+k*z;
395
396	fitterA->~TLinearFitter();
397	fitterC->~TLinearFitter();
398
399	return tempValue;
400	}
401