kenneth t. liao kenneth teh-yong liao university of texas at austin helium cxrs on alcator c-mod...

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Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak 1/40 Helium Charge Exchange Recombination Spectroscopy on Alcator C-Mod Tokamak

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Page 1: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Kenneth Teh-Yong Liao

University of Texas at Austin

1/40

Helium Charge Exchange Recombination Spectroscopy

on Alcator C-Mod Tokamak

Page 2: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Overview

2/40

IntroductionCharge Exchange Recombination Spectroscopy (CXRS)Helium TransportRole of Minority in ICRF HeatingConclusion

OverviewIntroduction

Page 3: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Fusion Energy

3/40

Tokamak (magnetic confinement)

Fusion EnergyIntroduction

TransportParticlesEnergyMomentum

Page 4: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Alcator C-Mod Tokamak

4/40

Alto Campo Torus (high field torus)

Fusion EnergyIntroduction

Compact

High Field

Density

Pulse Duration

Page 5: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Alcator C-Mod

5/40

Fusion EnergyIntroduction

DNBI

Page 6: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Interactions (partial list):

1. DNB charge exchange

2. Halo charge exchange

3. Spontaneous emission

4. Ionization

Charge Exchange Recombination Spectroscopy

6/40

Physics of CXRSCXRS

Neutral Beam

1,23

4

B

Ip

Beam Halo

Gyro orbit

collection optics

chord

Page 7: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

CXRS Spectrum

7/40

Physics of CXRSCXRS

Most of signal is background and must be subtracted

Chord-integrated signal at detector

Page 8: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Emission Model

8/40

Physics of CXRSCXRS

Spectral emissivity per volume per solid angle

This quantity is integrated along a viewing chord to give spectral radiance

synthetic spectra

Page 9: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Emission Model

9/40

Physics of CXRSCXRS

Beam Distribution Function

Beam density modeled using beampropagation code (ALCBEAM*)

I. Bespamyatnov, W. Rowan, and K. Liao. Computer Physics Communications, 183(3):669-676, 2012

Page 10: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Emission Model

10/40

Physics of CXRSCXRS

He2+ Ion Distribution Function

If Maxwell-Boltzmann shape is assumed, can fit for

During ICRF, may not be Maxwellian

Page 11: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Emission Model

11/40

Physics of CXRSCXRS

Effective photon emission rate coefficient

Many possible branches:

radiative branching factors

4686 Å

Page 12: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Emission Model

12/40

Physics of CXRSCXRS

Effective emission rate coefficient

Calculate using ADAS 309CR modelall branching factorsn=4…20

Page 13: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Emission Model

13/40

Physics of CXRSCXRS

Atomic line emission model

Doppler shift

Zeeman/Fine structure cluster

Page 14: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

CXRS Apparatus

14/40

ApparatusCXRS

C-Mod “Cell” Diagnostics lab

F-port

Poloidalview

Toroidalview

Detector

DNBI

F-Top

Optical Fibers

PC

Page 15: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Beam is modulated to allow background subtraction

Analysis

15/40

AnalysisCXRS

Analysis WidgetScreenshot

beam modulation60 ms on20 ms off

Page 16: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Line fitting

16/40

AnalysisCXRS

Fit Gaussians using MPFIT:

Page 17: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

CXRS Profiles

17/40

ResultsCXRS

Database with55 3He shots (473 time points)123 4He shots (1179 time points)

Random errors estimated using Monte Carlo technique

Page 18: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Transport Introduction

18/40

Transport IntroductionTransport

1D transport ansatz

For Equilibrium Plasma

Continuity equation

Steady state density measurements give us the ratio v/D

Page 19: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Turbulent Transport

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Turbulent TransportTransport

Drift wave turbulence

(assume electrostatic)

Expansion into Fourier modes

Driven unstable by thermodynamic gradients and bad curvature

motion

Page 20: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Turbulence Classification

20/40

Turbulent TransportTransport

Mode abbrev. Free energy λ, ω scale Driver

Trapped Ion Mode TIM

trapped ion precession resonance

Trapped Electron Mode

TEMtrapped electron precession resonance

Ion Temperature Gradient

ITGtemperature gradient and bad curvature

Electron Temperature Gradient

ETGtemperature gradient and bad curvature

Dominant mode typically ITG, sometimes TEM

TEM and ITG transport impurities in opposite directions

Page 21: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Shot Database

21/40

Turbulent TransportTransport

1179 time points from 123 shots

473 time points from 55 shots

D(3He) plasma D+4He impurity plasma

all radii all radii

Page 22: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Gyrokinetic Transport

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Turbulent TransportTransport

Diffusion

Page 23: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Gyrokinetic Transport

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Turbulent TransportTransport

Curvature pinch

Estimate Cc using 5 similar shots varying Ip

Page 24: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Gyrokinetic Transport

24/40

Turbulent TransportTransport

28 shots with 3He

Thermodiffusion pinch

Poor fit statistics

Page 25: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Gyrokinetic Transport

25/40

Turbulent TransportTransport

Parallel compression pinch

Scales with

*N. Dubuit, et al. Physics of plasmas, 14:042301, 2007

Negligible* for realistic

Page 26: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Gyrokinetic Transport

26/40

Turbulent TransportTransport

rotodiffusion pinch

Inward (outward) for TEM (ITG) dominated turbulence

Not yet studied on Alcator C-Mod

F. Casson, et al. Nucl. Fusion, 53(6):063026, 2013.

Page 27: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Helium Puff Experiment

27/40

Cannot separate and using equilibrium profilesUse time dependent profiles to measure and separatelyAssume and are independent of time!

Helium Puff ExperimentTransport

Page 28: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Time Resolution

28/40

Helium Puff ExperimentTransport

Require high time resolution

Too fast for standard time-slice subtraction method

Combine three “identical” shots to improve time resolution

Beam timing is shifted by different amounts per shot

10 ms frame time

Page 29: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

STRAHL fitting

29/40

Run STRAHL with initial guess for ,Iterate:

Compute Goodness of Fit

Generate new , by adding random value to current best fitIf a better (lower) fit is found, reduce random variance

Helium Puff ExperimentTransport

STRAHL is a 1D transport code which solves

for a numerical flux geometry

Page 30: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Best-Fit Transport Parameters

30/40

Helium Puff ExperimentTransport

outside CXRS window

outside CXRS window

Smoothed results after finding best STRAHL fit

Page 31: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Machine Comparison

31/40

Helium Puff ExperimentTransport

Page 32: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

GENE Gyrokinetic Simulations

32/40

Gyrokinetic SimulationsTransport

“Gyrokinetic Electromagnetic Numerical Experiment”

F. Jenko, et al. Physics of plasmas, 7:1904 (2000)

Solves linear or nonlinear gyrokinetic Vlasov equation as an initial value problem on a flux tube geometry

State variables:

Run on “Stampede” 102400 core cluster at Texas Advanced Computing Center

~100 CPU-hours for a linear run (scan over ky modes)~10000 CPU-hours for a nonlinear run

deviations from equilibrium

Page 33: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Linear/Nonlinear

33/40

Gyrokinetic SimulationsTransport

Linear run:obtain growth rate and frequency for fastest growing modeturbulence grows without boundobtain flux ratios (e.g. or )

Nonlinear run:obtain particle/heat fluxes and saturated power spectrum

Page 34: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Quasilinear Analysis

34/40

Gyrokinetic SimulationsTransport

Used to estimate absolute fluxes from linear runs

Scaling/Correction factor

Heuristic estimate of amplitude of saturated turbulence

Flux ratio (linear run)

Page 35: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Nonlinear Power Spectrum

35/40

Gyrokinetic SimulationsTransport

*M. Barnes, F.I. Parra, A.A. Schekochihin. PRL 107, 115003 (2011)

Spectra show power law decay which agrees with critical balance scaling*:

Turbulence has typical ITG wavelength scale

Nonlinear correction factorTurbulence Power Spectrum

quasilinear heuristic

Page 36: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Quasilinear and Nonlinear Fluxes

36/40

Gyrokinetic SimulationsTransport

Nonlinear simulation for single point used to obtain

Same value of extrapolated to all radial points to compute quasilinear flux

Page 37: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Simulated Transport Coefficients

37/40

Gyrokinetic SimulationsTransport

1120822020, ρtor=0.5

propagateduncertainty

Page 38: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Experimental vs Quasilinear v/D

38/40

Gyrokinetic SimulationsTransport

Rather poor agreement

Comparison of 9 shots from run 1121001

Page 39: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

AORSA-CQL3D

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AORSA-CQL3D SimulationICRF

CQL3D provides distribution functions via quasilinear Fokker-Planck

3He midplane distribution function from CQL3Dshot 1121001003, Rmid=0.7439m

ln f(v)

E||α from AORSAshot 1121001003, J-port RF: 1.0MW

R (m)

Z (m)

AORSA provides solutions for mode conversion and high harmonic fast wave heating

Coupled solver† used to solve power deposition and fast ion distribution †E.F. Jaeger, R.W. Harvey, et al. Nucl. Fusion 46 (2006) S397-S408

Fast magnetosonic wave

Ion Bernstein mode converted wave

minority 3He resonance

Ion-ion hybrid resonance

Page 40: Kenneth T. Liao Kenneth Teh-Yong Liao University of Texas at Austin Helium CXRS on Alcator C-Mod Tokamak1/40 Helium Charge Exchange Recombination Spectroscopy

Kenneth T. Liao Helium CXRS on Alcator C-Mod Tokamak

Summary

40/40

Measured Helium Density, Temperature, Velocity profiles for 3He and 4He on Alcator C-ModObtained transport parameters D, v, Cc, CT

Compared transport with gyrokinetic simulationsSimulated effects of minority density profiles on ICRF heating

ConclusionConclusion