validation of x-ray line ratios for electron temperature … · 2013-11-15 · validation of x-ray...
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Validation of X-ray Line Ratios for Electron Temperature Determination in Tokamak Plasmas*
A.S. Rosen1, M.L. Reinke2, J.E. Rice2, A.E. Hubbard2, and J.W. Hughes2
1Tufts University, Medford, MA 2Plasma Science and Fusion Center, Massachusetts Institute of Technology, Cambridge, MA*Supported by the Princeton Plasma Physics Laboratory National Undergraduate Fellowship
X-ray imaging crystal spectroscopy (XICS) has been implemented on magnetic confinement
fusion devices as a novel means of measuring local plasma temperature and flow profiles. At
Alcator C-Mod, XICS allows for spatially-resolved, high spectral resolution measurements
between 0.3 nm and 0.4 nm, enabling detailed analysis of He-like and H-like argon x-ray
emission. Electron temperature profiles in the range of 0.5 keV < 𝑇e< 5.0 keV are computed
from ratios of the 𝑛 = 3 dielectronic satellites to the 1𝑠2 − 1𝑠2𝑝 resonance lines in He-like
argon. These data are validated against existing measurements of 𝑇e from electron cyclotron
emission and Thomson scattering. Line ratio data are analyzed via a tomographic inversion
procedure, overcoming the traditional issue of data being averaged over the plasma cross-
section. The implications of utilizing x-ray line ratios as valid local temperature diagnostics
are not limited to Alcator C-Mod; plasma properties in future experiments as well as in
astrophysical phenomena can also be investigated.
AcknowledgementsThis work is supported by US DoE contract DE-FC02-
99ER54512 and in part by an appointment to the National Undergraduate Fellowship
administered by the Office of Fusion Energy Sciences through the Princeton Plasma
Physics Laboratory.
Overview X-ray imaging crystal spectroscopy (XICS) allows for local 𝑻𝐞 profile measurements
Line data are analyzed via a tomographic inversion procedure[1] to overcome averaging
over plasma cross-section
First rigorous analysis for comparing Thomson scattering and electron cyclotron
emission (ECE) data with emissivity ratios for tokamak temperature diagnostics
Different portions of the He-like argon spectrum have unique temperature
dependencies that can be compared
Results are applicable to 𝑇e measurements for astrophysical plasmas and other
laboratory plasmas that do not have Thomson scattering or ECE data but have XICS
Analysis performed using the high resolution x-ray spectrometer with spatial resolution
(HIREXSR[2]) at Alcator C-Mod[3] in conjunction with the HIREXSR analysis code
(THACO[4])
Parameters and Data Set
Ohmic plasma with no external heating
Shot-to-shot plasma current control, toroidal field
control, and density scanning during discharge
allow for large 𝑻𝐞 range
Analyze portion of He-like argon spectrum that is
not vignetted
Six shots: 1100325010, 1100325012, 1100325016,
1100325023, 1100325025, 1100325029
Can be validated against existing 𝑇e measurements
from Thomson scattering and ECE
Compare 𝑻𝐞 profiles with computational theory
via argon K-shell population modeling from ab
initio atomic physics code[12]
The Emissivity Ratio The w-line is produced from electron impact excitation (threshold process) while DR is a
resonance process
Rate coefficient for DR is different as a function of 𝑻𝐞 for a Maxwellian electron
distribution[13] and thus emissivity ratios can provide a 𝑻𝐞 profile
Emissivity can be described by
𝜀 = 𝑛e𝑛𝑞𝑓 𝑇e Line-ratios eliminate density dependency[14]
𝜀1𝜀2
=𝑓1 𝑇e𝑓2 𝑇e
At low 𝑇e, recombination into the w-line (ratio of 𝑛𝑞+1 to 𝑛𝑞) can influence the validity of
𝑇e measurements. This is Ar17+ to Ar16+ for He-like argon
For the emissivity of the 𝑛 = 3 satellites
𝜀sat = 𝑛e𝑛𝑞𝑓sat 𝑇e For the emissivity of the w-line
𝜀𝑤 = 𝑛e𝑛𝑞𝑓exc 𝑇e + 𝑛e𝑛𝑞+1𝑓rec 𝑇e Taking a ratio of the 𝑛 = 3 satellites to the w-line yields
𝜀sat𝜀𝑤
=𝑓sat 𝑇e
𝑓exc 𝑇e +𝑛𝑞+1𝑛𝑞
𝑓rec 𝑇e
∼1
𝑇e
𝑇e was produced from a ratio of 𝒏 = 𝟑 satellites to the wn3 region, which will
quantitatively differ from the above equation but will retain the sensitivity to the ratio of
the charge state density
The wn3 region is used because the starting and ending wavelengths of the w-line are
naturally ambiguous due to the neighboring satellites that blend into the end of the w-line
Producing the Electron Temperature Fitting Procedure: Fits multiple Gaussians to AVESPEC. These will then be integrated to produce a given
brightness
Tomographic Inversion: Converts brightness to emissivity as a function of normalized minor radius, 𝜌, to
directly compare to 𝑇e (Thomson scattering and ECE data were recorded[15] as different functions of 𝜌)
Temperature Profile
Error propagation was computed via 100 fits with randomized spectral brightness using photon statistics
Emissivity ratio was interpolated to match 𝜌 values of 𝑇e The data will not be accurate over entire range of 𝜌, notably at the edge of the plasma where
recombination is significant
Outside 𝜌 ≈ 0.7 (𝑇e < 0.8 keV), emissivity ratio no longer monotonically increases and error in emissivity
ratio drastically increases
Therefore, 𝑻𝐞 values were most frequently plotted with 𝟎 ≤ 𝝆 ≤ 𝟎. 𝟕 The 𝟎. 𝟕 ≤ 𝝆 ≤ 𝟎. 𝟗 region carries information about the level of recombination in the plasma
Emissivity Ratio and Normalized Minor Radius
Shot 1100325012, 1.1985 s, 𝑇e ≈ 2 keV
Integrated Spectral Brightness
The spectral brightnesses were integrated over wavelength. This is then passed through the tomographic
inversion procedure[4] to obtain emissivity values
X-ray line-ratio techniques can effectively compute 𝑇e trends locally
For the first time, He-like x-ray line-ratio techniques from XICS have been validated
against conventional 𝑇e measurements in tokamak plasmas
Thomson scattering and ECE data agree with inverted line-ratios for 𝑇e in the range of
0.5 keV ≤ 𝑇e ≤ 3.0 keV An experimental power fit of 𝑇e keV = 0.1645𝑥−0.7642 can be used to describe the
electron temperature of the plasma from an emissivity ratio in the range of 0.0223 ≤𝑥 ≤ 0.2449
Experimental curve can have applications for astrophysical plasma and laboratory
plasma in cases where Thomson scattering or ECE measurements are not available
The trend is accurate for normalized minor radius values below 𝜌 ≈ 0.7 (𝑇e > 0.8 keV)
At higher 𝜌 values, recombination into the w-line and thus the ratio of Ar17+ to Ar16+
becomes an influencing factor
A similar analysis can be performed for He-like Ca, H-like Ca, and H-like Ar data
Conclusion
Difference Between Emissivity and Brightness Ratios
Line-integrated brightness
ratio will not produce an
identical 𝑇e trend
The use of a tomographic
inversion procedure to
compute local 𝑻𝐞 values has
a statistically significant
advantage over the averaging
associated with using a
brightness ratio
Analysis of Recombination
Plot shows a combined 𝑇e trend
containing Thomson scattering
and ECE data where 𝜌 ≤ 0.9 The accuracy of obtaining a 𝑇e
value from an emissivity ratio is
limited at high 𝑇e as the slope is
close to 0 and at low 𝑇e where
recombination is abundant
Emission of wn3 spectrum is a
combination of excitation of the
w-line, the sum of all
dielectronic recombination, and
some recombination population
of the w-line
References[1] M. L. Reinke, et al. Rev. Sci. Instrum. 83, 1135049 (2012)
[2] A. Ince-Cushman, et al. Rev. Sci. Instrum. 79, 10E302 (2008)
[3] E. S. Marmar, et al. Fusion Science and Technology 51, 261 (2007)
[4] M. L. Reinke, et al. Technical Report PSFC/RR-11-9, Plasma Science and Fusion Center (2012)
[5] M. Bitter, et al. Phys. Rev. Lett. 43 129 (1979)
[6] K. D. Zastrow, et al. Phys. Rev. A 41 1427 (1990)
[7] M. Bitter, et al. Phys. Scr. 31 551 (1985)
[8] E. Källne, et al. Phys. Rev. A 44 1796 (1991)
[9] J. E. Rice, et al. Rev. Sci. Instrum. 66 752 (1995)
[10] O. Marchuk, PhD Dissertation “Modeling of He-like spectra measured at the tokamaks TEXTOR and TORE SUPRA” Ruhur-
Universität Bochum (2004)
[11] J. Weinheimer, et al. Rev. Sci. Instrum. 72 2566 (2001)
[12] M. F. Gu, Canadian Journal of Physics 86, 675 (2008)
[13] D. Salzman, Atomic Physics in Hot Plasmas (Oxford University Press, 1998), p. 80
[14] I. H. Hutchinson, Principles of Plasma Diagnostics (Cambridge University Press, 2002), p. 256
[15] N. P. Basse, et al. Fusion Science and Technology 51, 476 (2007)
Dielectronic recombination graphic: Alfred Müller, Advances in Atomic, Molecular, and Optical Physics 55 (2008)
He-like Emission from Mid-Z Ions First detailed comparison of line ratios involving dielectronic recombination (DR) with
independent 𝑇e measurements were done with Ohmically-heated PLT plasmas and He-
like iron
Used ratio of 𝑗 satellite to 𝑤 line with plasma core 𝑇e from 1.65 keV to 2.30 keV
using ECE[5]
𝒏 ≥ 𝟑 satellites that were unresolvable from w line needed to be included to
improve agreement
Systematically predicted ~10% lower 𝑻𝐞 On JET, ratios of 𝑛 ≥ 3 satellites to w line and t satellite to x line were compared to 𝑇e
from ECE for 3.0 keV < 𝑇e < 12.0 keV and ~3000 He-like nickel spectra[6]
~10% lower 𝑻𝐞 On TFTR with He-like nickel spectra, 𝑇e derived from line ratios was compared to core
𝑇e from Thomson scattering for 2.5 keV < 𝑇e < 5 keV 𝑇e increased as 𝑛e decreased but Thomson scattering predicted higher 𝑻𝐞 by
~10%[7]
A multi-chord von Hamos spectrometer was used on Alcator C to measure profiles of the
k to w line ratio of He-like argon with r/a < 0.5 (no tomographic inversion)[8]
Agreement between 𝑇e from k/w ratio and ECE for 0.5 keV < 𝑇e < 1.3 keV
Was repeated on Alcator C-Mod[9] with 𝑇e < 1.5 keV Recently, all features of single, chord-averaged spectra were fit with a single 𝑇e and
compared to ECE (0.8–2.2 keV) and Thomson scattering (0.5–1.2 keV) on TEXTOR[10]
and NSTX[11], respectively
Line ratio data agreed within ~10% for both
This is the first time an inversion procedure was used to obtain local line-ratio data
Dielectronic Recombination
Detected by HIREXSR
Satellites to the w-line (1𝑠2 − 1𝑠2𝑝resonance) are produced from dielectronic
recombination from He-like argon into
doubly-excited states of Li-like argon
After DR of Ar16+ that produces an 𝑛 = 3satellite to the w-line, the Ar15+ ion will have
a configuration of 1𝑠2𝑝3ℓ, where ℓ is an
arbitrary spin state
Decay contributes to the satellites near the w-
line and results in a 1𝑠23ℓ configuration
Comparison to Thomson Scattering
Plotted for 𝜌 ≤ 0.7 Points with 𝑥-error bars ≥ 0.3 keV and/or 𝑦-error bars ≥ 0.05 were removed
This was done to maintain a meaningful 𝑇e for a given emissivity ratio
1629/1831 points retained (89.0%)
The red, dashed curves indicate the Ar-K data with unique Ar17+ to Ar16+ ratios: 1.0, 0.1, 0.01, 0.001,
and 0.0001 from bottom to top
Comparison to Electron Cyclotron Emission
Plotted for 𝜌 ≤ 0.7 Points with 𝑦-error bars ≥ 0.05 were removed
The 𝑥-error bars were set to 10% of the temperature in keV at each point
950/956 points retained (99.4%)
HIREXSR and the AVESPEC
HIREXSR is the spectrometer
used to analyze XICS data at
Alcator C-Mod over the entire
plasma cross-section
The spectral data (SPEC) is
binned to form the AVESPEC,
which reduces the number of
spectral points while retaining
accuracy
The AVESPEC is an averaging
of spectral brightness data
through the discretization of
the 2D image in HIREXSR
r/a
AVESPECSPEC
Abstract
Electron Temperature Trend
𝑇e as a function of emissivity ratio (axes
switched) and a power regression of
𝑻𝐞[𝐤𝐞𝐕] = 𝟎. 𝟏𝟔𝟒𝟓𝒙−𝟎.𝟕𝟔𝟒𝟐 with 𝒓𝟐 =𝟎. 𝟗𝟖𝟖𝟕 is shown over the emissivity
ratio range of 0.0223 ≤ 𝑥 ≤ 0.2449 Can predict 𝑻𝐞 given an emissivity ratio
Has applications for accurately measuring
𝑇e of certain astrophysical plasmas
based on line-ratio data
The above plot shows a 100 eV binned 𝑇etrend using the mean value of the data
with 𝜌 ≤ 0.7 The error bars were obtained from taking
the standard deviation of the 𝑥-error and 𝑦-
error over each bin
Theory curves of Ar-K data indicate 1:1
ratio of Ar17+ to Ar16+ is likely too large
Fitting Procedure
Can change the number of Gaussians, the
tying of Gaussians, and the widths/centers
of Gaussians
Reduced 𝜒2 was minimized without over-
constraining the data
Added two Gaussians to original code to
make a total of six and shifted 𝑛 = 3Gaussian center
Reduced 𝜒2 decreased from an average of
7.9 across all 6 shots, 64 channels, and 26
time points to an average of 4.2
Compare the emissivity of the 𝒏 = 𝟑satellites (numerator) to the entire wn3
spectrum (denominator)Shot 1100325012, Ch. 50, 0.5585 s
w-line
𝑛 = 3 satellites𝑛 > 3
He-Like Argon Spectrum
Blue portion of spectrum is the
region of interest (“wn3”) and is
from 3.9440 Å to 3.9607 Å
Isolated wn3 region from rest of
spectrum for analysis after the
AVESPEC was run
Shot 1100325012, Ch. 24, 1.1985 s
“wn3” region
𝑛 = 3 satellites
w-line
𝑥𝑦
𝑞𝑟 𝑘
𝑧
𝜆
𝑛 > 3