Post on 17-Jan-2016
ENERGY RECOVERY OF THE CMS ELECTROMAGNETIC
CALORIMETER DEAD CHANNELS
Daskalakis Georgios, Geralis Theodoros, Kesisoglou Stilianos, Manolakos Ioannis, Eleni Ntomari
1
XXIX Workshop on Recent Advances in Particle Physics and Cosmology
Introduction Description of the method Position Estimation Energy Estimation Conclusions-future plans
Outline
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CMS detector
ECAL One of the most accurate, distinctive and important subdetectors of the CMS experiment
Measurements of electrons and photons with an excellent energy resolution essential in the search for new physics, in particular for the postulated Higgs boson.
ECAL Endcap
ECAL Barrel
61 200 lead tungstate (PbWO4 ) crystals mounted in the central barrel
7 324 crystals in each of the two endcaps
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ECAL Endcap
ECAL Barrel
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The electromagnetic calorimeter is designed to perform precision measurements aiming to reach 0.5% energy resolution at high energy.
36 supermodules made of 85x20 crystals, each one divided into 4 modules.
Each Endcap is divided into 2 halves and is logically organized in 9 sectors of 40 degrees each.
A preshower detector is placed in front of the endcap crystals.
identify neutral pions in the endcaps within a fiducial region 1.653 < |η| < 2.6.
identification of electrons against minimum ionizing particles
improves the position determination of electrons and photons with high granularity.
Preshower based on Si sensors
Dead Channels-How important is it to develop a recovery algorithm?
~1% of the Electromagnetic Calorimeter Channels present problems (e.g. noisy channels, poor response) ->cannot be used for the energy estimation of the particles that "hit" near them.
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Dead Channels-How important is it to develop a recovery algorithm?
~1% of the Electromagnetic Calorimeter Channels present problems (e.g. noisy channels, poor response) ->cannot be used for the energy estimation of the particles that "hit" near them.
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Crystal 6
8 13 18
7 12 17
6 11 16
Dead Channels-How important is it to develop a recovery algorithm?
~1% of the Electromagnetic Calorimeter Channels present problems (e.g. noisy channels, poor response) ->cannot be used for the energy estimation of the particles that "hit" near them.
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Crystal 7
8 13 18
7 12 17
6 11 16
Method description Effort to develop recovery algorithms, in order to be
able to estimate the energy of these Dead Channels, using the energy of their neighboring functioning crystals
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Build position reconstruction functions using energies from all crystals
in a 5x5 or 3x3 grid, except from the missing one
Method description
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Effort to develop recovery algorithms, in order to be able to estimate the energy of these Dead Channels, using the energy of their neighboring functioning crystals
Build position reconstruction functions using energies from all crystals
in a 5x5 or 3x3 grid, except from the missing one
Build energy correction functions using Monte Carlo
Energy fraction Dead Channel Energy
Method description
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Effort to develop recovery algorithms, in order to be able to estimate the energy of these Dead Channels, using the energy of their neighboring functioning crystals
Build position reconstruction functions using energies from all crystals
in a 5x5 or 3x3 grid, except from the missing one
Build energy correction functions using Monte Carlo
Energy fraction Dead Channel Energy
Apply functions in areas with dead channelsTests with 2010 Collision Data
Method description
Build position reconstruction functions using energies from all crystals
in a 5x5 or 3x3 grid, except from the missing one
Build energy correction functions using Monte Carlo
Energy fraction Dead Channel Energy
Apply functions in areas with dead channelsTests with 2010 Collision Data
Data Samples
/EG/Run2010A-Sep17ReReco-v2/RECO
/Electron/Run2010B-PromptReco-v2/RECO
/EG/Run2010A-Nov4ReReco-v2/RECO
/Electron/Run2010B-Nov4ReReco_v2/RECO
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Effort to develop recovery algorithms, in order to be able to estimate the energy of these Dead Channels, using the energy of their neighboring functioning crystals
8 13 18
7 12 17
6 11 16
Estimate the true position of the hit (photon or electron)
Photon: information of the supercluster
Electron/Positron: information of the supercluster or the tracker
Reconstruction of the event position:
Scurve Method :
Logarithmic weighted method:
Event position reconstruction
η
φ
ii
ii
i
w
xwestimX
8E
Ew ii
80 log
E
Eww i
i
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8 13 18
7 12 17
6 11 16
Estimate the true position of the hit (photon or electron)
Photon: information of the supercluster
Electron/Positron: information of the supercluster or the tracker
Reconstruction of the event position:
Scurve Method :
Logarithmic weighted method:
Event position reconstruction
Most energetic crystal
η
φ
ii
ii
i
w
xwestimX
8E
Ew ii
80 log
E
Eww i
i
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8 13 18
7 12 17
6 11 16
Estimate the true position of the hit (photon or electron)
Photon: information of the supercluster
Electron/Positron: information of the supercluster or the tracker
Reconstruction of the event position:
Scurve Method :
Logarithmic weighted method:
Most energetic crystal
Dead crystal η
φ
ii
ii
i
w
xwestimX
8E
Ew ii
80 log
E
Eww i
i
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Event position reconstruction
8 13 18
7 12 17
6 11 16
Estimate the true position of the hit (photon or electron)
Photon: information of the supercluster
Electron/Positron: information of the supercluster or the tracker
Reconstruction of the event position:
Scurve Method :
Logarithmic weighted method:
Most energetic crystal
Dead crystal η
φ
EstimX [mm]
Tru
eX
-Es
tim
X [
mm
]
EstimY [mm]
Tru
eY
-Es
tim
Y[m
m]
ii
ii
i
w
xwestimX
8E
Ew ii
80 log
E
Eww i
i
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Event position reconstruction
Position Resolution - Crystal 68 13 18
7 12 17
6 11 16
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2010 Collision DATA
Position Resolution - Crystal 68 13 18
7 12 17
6 11 16
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2010 Collision DATA
Position Resolutions - X
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2010 Collision DATA
Energy Correction functions (Monte Carlo e+/e-)
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The most energetic crystal (12) is split in 25 subdivisions
In most of the cases, the energy fraction follows a Gaussian distribution
The Gauss fit mean value is used to extract the constants of the formula that calculates the corrected fraction:
o f(η,φ): energy fraction (fr=Edc/Sum9)
o n, φ: hit coordinates on the crystal
o aij: constants to be defined
Fraction = f(η,φ) = Edc/sum9→Edc = (fraction x sum8 )/(1 – fraction)
4,...,0,,),(,
jiaf j
ji
iij
Energy Correction functions (Monte Carlo e+/e-)
4 9 14 19 24
3 8 13 18 23
2 7 12 17 22
1 6 11 16 21
0 5 10 15 20
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The most energetic crystal (12) is split in 25 subdivisions
In most of the cases, the energy fraction follows a Gaussian distribution
The Gauss fit mean value is used to extract the constants of the formula that calculates the corrected fraction:
o f(η,φ): energy fraction (fr=Edc/Sum9)
o n, φ: hit coordinates on the crystal
o aij: constants to be defined
Fraction = f(η,φ) = Edc/sum9→Edc = (fraction x sum8 )/(1 – fraction)
4,...,0,,),(,
jiaf j
ji
iij
Energy Correction functions (Monte Carlo e+/e-)
4 9 14 19 24
3 8 13 18 23
2 7 12 17 22
1 6 11 16 21
0 5 10 15 20
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The most energetic crystal (12) is split in 25 subdivisions
In most of the cases, the energy fraction follows a Gaussian distribution
The Gauss fit mean value is used to extract the constants of the formula that calculates the corrected fraction:
o f(η,φ): energy fraction (fr=Edc/Sum9)
o n, φ: hit coordinates on the crystal
o aij: constants to be defined
Fraction = f(η,φ) = Edc/sum9→Edc = (fraction x sum8 )/(1 – fraction)
4,...,0,,),(,
jiaf j
ji
iij
Energy Resolutions
Sum8/Sum9
Sum8+Edc/Sum9
8 13 18
7 12 17
6 11 16
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2010 Collis
ion DATA
Energy Resolutions
Sum8/Sum9
Sum8+Edc/Sum9
8 13 18
7 12 17
6 11 16
8 13 18
7 12 17
6 11 16
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2010 Collis
ion DATA
RD: Electrons (Scurve_RD_e+e-, Spline_MC_e+e-, η>0)
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2010 Collision DATA
RD: Positrons (Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0,elept>30, fbrem<0.1)RD: Positrons (Scurve_RD_e+e-, Spline_MC_e+e-, η>0)
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2010 Collision DATA
First analysis with Monte Carlo photons, electrons and positrons gives promising results
Conclusions
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First analysis with Monte Carlo photons, electrons and positrons gives promising results
Tests of this method on Real Data appears to be quite satisfactory for both electrons and positrons, as well as EB+ and EB-
Conclusions
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First analysis with Monte Carlo photons, electrons and positrons gives promising results
Tests of this method on Real Data appears to be quite satisfactory for both electrons and positrons, as well as EB+ and EB-
The correction functions estimate correctly the impact position and the missing energy of the problematic channel
Conclusions
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First analysis with Monte Carlo photons, electrons and positrons gives promising results
Tests of this method on Real Data appears to be quite satisfactory for both electrons and positrons, as well as EB+ and EB-
The correction functions estimate correctly the impact position and the missing energy of the problematic channel
Studies will be extended in the ECAL endcaps
Conclusions
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First analysis with Monte Carlo photons, electrons and positrons gives promising results
Tests of this method on Real Data appears to be quite satisfactory for both electrons and positrons, as well as EB+ and EB-.
The correction functions estimate correctly the impact position and the missing energy of the problematic channel.
Studies will be extended in the ECAL endcaps With more data, it'll be possible to built the position
corrections from data, without any usage of Monte Carlo
Conclusions
11/04/11 Eleni Ntomari - NCSR Demokritos 31
First analysis with Monte Carlo photons, electrons and positrons gives promising results
Tests of this method on Real Data appears to be quite satisfactory for both electrons and positrons, as well as EB+ and EB-.
The correction functions estimate correctly the impact position and the missing energy of the problematic channel.
Studies will be extended in the ECAL endcaps With more data, it'll be possible to built the position
corrections from data, without any usage of Monte Carlo
The ultimate goal is to pass these corrections to CMS framework
Conclusions
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Back up Slides
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Energy Resolutions
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Real Data (W)ElectronsPositrons
Scurves from electrons-positrons Real Data Spline from MC electrons-positrons
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RD: Electrons (Scurve_RD_e+e-, Spline_MC_e+e-)
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RD: Electrons (Scurve_RD_e+e-, Spline_MC_e+e-, ceta>0)
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RD: Electrons (Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0)
RD: Positrons (Scurve_RD_e+e-, Spline_MC_e+e-)
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RD: Positrons (Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0,elept>30, fbrem<0.1)
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RD: Positrons (Scurve_RD_e+e-, Spline_MC_e+e-, ceta>0)
RD: Positrons (Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0,elept>30, fbrem<0.1)
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RD: Positrons (Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0)
Position Resolutions
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Real Data (W)ElectronsPositrons
Scurves from electrons-positrons Real Data Spline from MC electrons-positrons
Real Data- Electrons X-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0
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Real Data- Positrons X-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0
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Real Data- Electrons X-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta>0
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Real Data- Positrons X-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta>0
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Real Data- Electrons Y-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0
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Real Data- Positrons Y-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta<0
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Real Data- Electrons Y-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta>0
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Real Data- Positrons Y-Resolution, Scurve_RD_e+e-, Spline_MC_e+e-, ceta>0
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