Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation...

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Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/2010 1 P. Colas - FJPPL-FCPPL-LCTPC Analysis meeting FJPPL-FCPPL-LCTPC Analysis meeting

Transcript of Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation...

Page 1: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Gain fluctuations and Neff

Analysis of March 2010 dataNeff measurementGain fluctuation measurements with TimePix

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FJPPL-FCPPL-LCTPC Analysis meeting

Page 2: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

B=0 data : Drift velocity measurements

Vdrift = 7.698 +- 0.040 cm/µs at E=230 V/cm (Magboltz : 7.583+-0.025(gas comp.))The difference is 1.5+-0.6 %

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Page 3: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

B=0 data : Drift velocity measurementsDrift Velocity in T2K gas and compared to Magboltz simulations for P=1035 hPa, T=19°C and 35 ppm H20

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Page 4: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

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Pad Response Functions, z ~ 5 cm

CLPResistive ink

B=1T data : comparison of resistive ink and Carbon-loaded polyimide

Page 5: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Bias

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Page 6: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Residuals

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Page 7: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Z=5cm

Z=35cm

Z=50cm

MEAN RESIDUAL vs ROW number

Z-independent distortions

Distortions up to 50 microns for resistive paint

Rms 7 micron for CLP film

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Page 8: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Resolution vs Drift Distance

zN

C

eff

D2

220

2 /NDOF = 15.4 / 11

CLP module

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Fits for Z>30 and z<30 give consistent results

Page 9: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Beijing, 30/03/2010 P. Colas - FJPPL-FCPPL-LCTPC Analysis meeting 9

Relaxed cuts : less than 5 hits (>30 ADC) outside 10 central pad lines

Reject multiple tracks

Page 10: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Stability with cutsStability with cutsStability with cutsStability with cuts

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Page 11: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Stability of Neff with gainStability of Neff with gainStability of Neff with gainStability of Neff with gain

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Page 12: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

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Neff is the same for resistive inkNeff is the same for resistive ink

Resistive ink module

Page 13: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

RESULTS• 0 = 53 µm : confirms previous results. 1/57

times the pad size. No hodoscope effect down to 3cm drift.

• Neff = 42.5 ± 0.5 (stat) ± 1.5 (CD) at P=1035 hPa, with CD = 95.5±1.6 µm/√cm(B=0.98 T). – To be compared to

• <1/N>-1 from Heed (H. Schindler) : 47.1 (in these conditions)

• Thus <G2>/<G>2 = 1.11 ± 0.04 (polya ~8±2.3 !)

2

2

/1

1

G

G

NNeff

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Page 14: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Expectation from Heed (H.Schindler)

2

2

/1

1

G

G

NNeff

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1/N

5 GeV electronsPad length 6.84 mm

Page 15: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Discussion• Neff is close to the maximum value allowed by

ionization statistics. • Penning effect in the drift volume could

increase Neff

• Difficult to imagine un-controlled systematics that lead to overestimate Neff

• Maybe CD is overestimated but unlikely. Usually measurements agree within few %

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Page 16: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Expectations for 1/<1/N>Pitch 6.84 mm (mM@DESY)

Pitch 5.4 mm (GEM@DESY)

5 GeV e- 47.1 34.9

320 MeV µ 32.1 23.8

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Caveat : does not scale with pad length! (would be false by 7% between 5.4 and 7mm)So it makes no sense to give it by unit length!

P=1035 hPaT=19°CT2K gas

Pitch 6.84 mm (mM@DESY)

Pitch 5.4 mm (GEM@DESY)

5 GeV e- 61.9 49.0

320 MeV µ 46.0 36.5

Expectations for Ntot

Page 17: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

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Ar:CO2 / 90:10CD = 223 µ/√cm

Neff ~ 26(cosmics, 6mm pads)

Unpublished result

Unpublished result

Page 18: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Beijing, Feb.6, 2007 P. Colas - Micromegas TPC 18

4 GeV/c + beam, B=1T (KEK)

eff

dx N

zC 2

20

Effect of diffusion: should become negligible at high magnetic field for a high gas

Page 19: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Madhu Dixit LCWS10, Beijing 19

Transverse spatial resolution Ar+5%iC4H10 E=70V/cm DTr = 124 µ/cm (Magboltz) @ B= 1T

2 mm x 6 mm pads

σ0=(27±2)μmNeff=35.9±1.3

σ0=(50±2)μmNeff=21.1±1.1

KEK B=1T 4 GeV π+ beam - resolution comparison Old algorithm vs new fixed window PRF algorithm

Preliminary

Page 20: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Beijing, Feb.6, 2007 P. Colas - Micromegas TPC 20

Gain = 4700 Gain = 2300

Neff=25.2±2.1 Neff=28.8±2.2

At 4 T with this gas, the point resol° is better than 80 µm at z=2m

• B=0.5 T• Resolution at 0 distance ~50 µ even at low gain

ACFA LCWS 2007, Cosmics (COSMO)

Page 21: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Dependence of resolution with data taking conditions

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Relaxed fiducial cutsZ=5cm

Page 22: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Same, with hard fiducial cuts

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Peaking time (ns)

Res

olut

ion

(µm

)CLP module

Page 23: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Dependence of resolution with data taking conditions

Res

olut

ion

at z

=5c

m (

µm

)

Vmesh (V)

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Page 24: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Avalanche statistics

Polya : not the exact solution, but provides a simple parametrization of the avalanche size G.

Z = G / <G>

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= 0 : exponential distribution

K. Fujii

Page 25: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

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Micromegas + TimePix

TimePixREADOUTREADOUT

MICROMESHMICROMESH

DRIFTDRIFT

DRIFTDRIFT

SPACESPACE

EEDD ~ 0.7 kV/cm ~ 0.7 kV/cm

EEAA ~ 80 kV/cm ~ 80 kV/cm

InGrid (Nikhef-Twente)

2.5 cm

50 µm

Fe 55 source

Chamber operated with an Ar+5% isobutane mixture

Page 26: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Beijing, 30/03/2010 26

1) Measure Time Over Threshold (linear with charge above 5 ke-) for single isolated pixels : direct access to avalanche charge distribution.

2) See electrons from an X-ray conversion one by one (55Fe) and count them. Efficiency vs gain sensitive to parameter

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threshold 3) (not repeated here, see RD51 in Crete) Measure fluctuations of primary ionization and derive gain fluctuations from energy resolution.

Page 27: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Gain fluctuations from Time Over Threshold

Select isolated clusters with only 1 pixel. These are single electron avalanches (~10 µ rms radius).TOT is linear with number of electrons seen by the amplifier above 5 ke- : Ne = 167 TOT – 6700(red curve, corresponding to the threshold setting of our data taking)Valid up to 30 000 electrons.

This gives a direct access to avalanche size.

Number of electrons

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TOT

(in 2

8 ns

tim

e bi

ns)

10000 20000 30000

U in (Volts)

Page 28: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

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Z from Time Over Threshold distributions

Unfortunately, the tails are dominated by TOT resolution effects.

Z = G/<G> = (167*TOT-6700)/G(V)

G(V) from a measurement using a source.

Page 29: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Avalanche size distribution from TOT

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Polya fits above Zmin = 5000/<G> (region of linearity of TOT) are goodHowever theta values are not reliable (very correlated with the gain measurement and the TOT scale. There is a discrepancy between the average number of electrons and the gain: this is a possible effect from the protection layer and from the shaping by electronics.

HV mesh Gain fitted

310 V 2900 5.3±1.3

330 V 6000 3.4±0.1

350 V 12600 4.2

We do not regard these fitted values as measurements of theta. They point to a value of ~4 but with very large systematic errors (factor of 2?)

Page 30: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Monte Carlo simulation

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ELECTRON COUNTING

Gas : Ar+5% isobutane

Page 31: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

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In our setup, we use the Chromium K-edge to cut the K line (Center for X-Ray Optics)

Page 32: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Monte Carlo simulation. Shows that we need enough drift distance to separate the clusters. Also shows that the escape peak is better contained than the photopeak.

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Page 33: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Data Vmesh = 350 V

NUMBER OF CLUSTERS

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Drift distance (z) cut performed using the diffusion : sqrt(rmsx 2 + rmsy 2 ) > 28 pixels (cluster separation)Cloud center within a window around the chip center (containment)

Gas : Ar+5% isobutane

Page 34: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Use escape peak (only one line, better contained)

Then correct for collection efficiency (96.5 +- 1 % from MC, in this range of field ratios : 80-90)Convert U_grid into gain/threshold (threshold = 1150 e-)

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Page 35: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Collection efficiency from simulation : 96.5±1 %

Gain measurements (from a 80x80 mm2 copper mesh with the same gap 50 µm, gas : Ar+5% isobutane)

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Prediction from R. Veenhof et al., Data (in red) from D. Attié et al.(see also D. Arrogancia et al. 2009)

2µ thickness

1µ thickness

Page 36: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

~1 at moderate gain (few 1000). Maybe higher at gains above 5000Exponential behaviour (=0) strongly excluded, as well as

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Page 37: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Determination of W and F

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The background is totally negligible (time cut taking 30 time buckets around the electron cloud among 11000)The probability for merging two clusters is small, with the rms cuts. The probability for loosing electrons by the containment cuts is small. Attachment also is negligible.The main inefficiency comes from collection : 96.5+-1 % from simulation.

Using the escape peak:

W= 2897 eV / 120.4 = 24.06 +- 0.25 eV

This translates to 245+-3 electrons for the 5.9 keV line, larger than what is usually admitted for pure Ar (227). Photoelectric effect on the mesh is not excluded. This could also be a Penning effect in the conversion region.

The Fano factor could be derived from the rms of the escape line (6.8 e- ) but needs large corrections from inefficiencies.

Gas : Ar+5% isobutane

Page 38: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Next steps

• Measure space resolution for a given length of charged track with TimePix or Octopuce data, and cross-check Ntot from Heed with data

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Page 39: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

CONCLUSIONS

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InGrid, Microbulk, and TimePix are new detectors which allow to study the conversion and avalanche processes with unprecedented accuracy.

Time Over Threshold measurements give access to direct measurement of the fluctuations, provided absolute gain and TOT calibration can be better controlled.

The onset of single electron efficiency with Micromegas gain allows the exponential fluctuations to be excluded and favours Polya fluctuations with close to 1 at moderate gain and reaching a few units at gains of 10 000.

To measure Fano fluctuations will require an improved setup with a longer drift and better controled field.

Special thanks to R. Veenhof, J. Timmermans and Y. Bilevych

Page 40: Gain fluctuations and Neff Analysis of March 2010 data Neff measurement Gain fluctuation measurements with TimePix Beijing, 30/03/20101 P. Colas - FJPPL-FCPPL-LCTPC.

Thanks to

D. ATTIÉ1), M. CAMPBELL2 ), M. CHEFDEVILLE3) , E. DELAGNES1) , K. FUJII4) , I.GIOMATARIS1) , H. VAN DER GRAAF5) , X. LLOPART2) , M. LUPBERGER1) , H. SCHINDLER2) ,J. SCHMITZ6), M. TITOV1)

1) CEA/Irfu Saclay, 2) CERN, 3)LAPP Annecy, 4)KEK, 5)Nikhef, 6)Twente U.

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