Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L....

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Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX, Euratom-ENEA Association, Padova, Italy

Transcript of Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L....

Page 1: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Modelling control

P. Piovesan, A. Soppelsa

in collaboration with

L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca

Consorzio RFX, Euratom-ENEA Association, Padova, Italy

Page 2: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

The goal …

The main goal is to realize an IDEAL SHELL through magnetic feedback

Br=0 at r=a (plasma radius) + helical boundary conditions? (L. Marrelli and A. Boozer talks)

Page 3: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

The goal … and real life

Our main goal is to realize an IDEAL SHELL through magnetic feedback

But in real life we have to face some facts:

– Discrete active and sensor coils ALIASING OF SIDEBAND HARMONICS

– Gaps, portholes, … MODE COUPLING, ERROR FIELDS

– Active coils and sensors are coupled

– Finite penetration time of Br through the shell

– Finite bandwidth and current limits of power supplies + active coils

– Shell proximity

– …

Br=0 at r=a (plasma radius) + helical boundary conditions? (L. Marrelli and A. Boozer talks)

Page 4: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Where we are …

Clean Mode Control br cleaned from the SIDEBAND HARMONIC aliasing due to the discreteness of the active coils and sensorsMode unlocking current up to 1.6MA helical states with improved confinement

A Mb

i,j

bri,j Poloidal index:

i=1,…,4Toroidal index:

j=1,2,…,48

Ii,jIrefi,j

State-space Simulink e.m. model of the wall + feedback system (by G. Marchiori, A. Soppelsa)

Power supply+ coil controller

Inductance matrix amongactive coils and sensors

from vacuum measurements

FFT-1CIref

m,n

PID mode controller

PID gains chosen to induce mode rotation and phase unlocking, based on simulations with the torque-balance code RFXlocking (by P. Zanca)

-

CLEANFFTbr,cl

i,jbr,clm,nm = -1,0,1,2

n = 0,1,…,24

+br,ref

m,n

Sideband cleaning + extrapolation to r=a

Page 5: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Where we are going …

When increasing the current above 1.6MA, we may encounter the current limit of the active coil power supplies

– Related with self-organization to the helical state (1,-7)

– Some coil power may be saved by reducing the CMC gains

– RFXlocking code predicts that extrapolation to r=a needs more current without improving control (P. Zanca, PPCF 2009)

– Alternative strategies should be tested at 1.5MA first IP (MA)

curr

ent

on m

=1,

n m

ode

(A)

power supply saturation

(1, -7)(1, -8)(1, -9)

Page 6: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Ultimate limit of CMC?

How far is CMC from IDEAL SHELL performance?

The secondary mode scaling is favourable, while the (1,-7) mode may fix the ultimate limit

Error fields may also play a role

IP (MA)

Max

. m=

1 di

spla

cem

ent

of L

CF

S (

mm

)

n = -1,…,-23n = -7

RFXlocking (with 3 shells) may provide an estimate of the ultimate CMC limit, within some assumptions (e.g. uniform wall)

Quantitative comparisons with the experiment are ongoing (L. Piron, P. Zanca)KP, proportional gain on (1,-7)

Max

. m=

1 di

spla

cem

ent

of L

CF

S (

mm

)

SimulationExperiment

Page 7: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

CMC optimization

Recent modelling with RFXlocking suggests that several optimizations of the CMC controller are possible:

– Tuning of derivative gains 20% reduction of br for the (1,-7) mode and other modes

(more details in D. Terranovaand G. Marchiori talk)

– Remove complex gains?

– Extend CMC to all modes?

– Higher gains on m=0 modes at deep F

Alternative approaches?

– Could stopping the mode rotation allow a further reduction of br?

– Chose gains to induce an ordered rotation of locked mode?

we are here

br(a) / br(res) for (1,-7) mode

Page 8: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Error fields at toroidal gaps

Major EFs identified Should we avoid or correct them or both?

Main EF due to vertical field penetration through the two toroidal gaps:

– Locked mode prefers gaps, especially during the start-up phase, but also during flattop

– Effects on secondary modes and/or QSH?

Locked mode angle

toroidal index

radi

al m

agn

etic

fie

ld (

T)

M-1bref

i,j

M~ br

i,j brefi,jIi,j

First correction tests with the dynamic pseudo-decoupler are promising and suggest some possible optimizations:

– Less derivative action to reduce noise on output

– Toroidal symmetry assumption may be too strong

– All mutual inductances should be measured

Page 9: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

More sophisticated feedforward EF correction schemes, to be applied also during plasma, may be designed and tested:

– The m=0,n=1 current in the shell is measured and should be proportional to the EF

Feedforward EF correction

– A pseudo-decoupler may be designed, starting from the inductance matrix among currents in the Field Shaping windings and radial field sensors

– ANSYS simulations of the two gaps to determine the fine structure of the EF

FFT-1 A M

CLEANFFT

+ C- b

i,j

bri,j

Ii,jIrefi,j

br,cli,jbr,cl

m,n

br,refm,n Iref

m,n

F

+

IEF,refi,j

Ishell

Feedforwardcorrection oferror fields

Page 10: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

EFs at the equatorial gap

The radial magnetic field penetrates faster through the equatorial gap, which may cause significant poloidal mode coupling

Is this comparable to the coupling introduced by toroidal geometry?

time (s)

b1,n(a)

(mT)

br1,n(a)

(mT)

I1,n (A)

time (s)

Phase difference among b

1,n(a) and br1,n(a)

m=1, n=-7 +m=1, n=0

m=0, n=7m=1, n=+7m=2, n=7

Page 11: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Reduced modal decoupler

To correct the EFs at the equatorial gap, a dynamic (or static) modal decoupler is being designed:

– Start with reduced dimensions, e.g. m=1, n=-7 only effects on QSH?

– Then try to extend it to the main secondary modes

M-1Cer

m,n Irefm,nbr,req

m,n

~

Page 12: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Advanced virtual shell

The virtual shell scheme on the other hand may have some advantages:

– Does it make sense to Fourier decompose EFs and act on them as if they were modes?

A M+ CVS

-

bri,jIi,jIref

i,jbr,refi,j

Page 13: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Advanced virtual shell

A M+ CVS

-

Ii,jIrefi,jbr,ref

i,j

CLEANbr,cl

i,j

bri,j

The virtual shell has some advantages:

– Does it make sense to Fourier decompose EFs and act on them as if they were modes?

A Clean-VS scheme may be designed:

– With sideband cleaning (presently without extrapolation to r=a)

Page 14: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Advanced virtual shell

A M+ CVS

-

Ii,jIrefi,jbr,ref

i,j

CLEANbr,cl

i,j

bri,j

The virtual shell has some advantages:

– Does it make sense to Fourier decompose EFs and act on them as if they were modes?

A Clean-VS scheme may be designed:

– With sideband cleaning (presently without extrapolation to r=a)

– With different gains in different positions, to compensate for gaps and other features

Page 15: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Advanced virtual shell

A M+ C-

Ii,jIrefi,jbr,ref

i,j

CLEANbr,cl

i,j

bri,j

D

The virtual shell has some advantages:

– Does it make sense to Fourier decompose EFs and act on them as if they were modes?

A Clean-VS scheme may be designed:

– With sideband cleaning

– With different gains in different positions, to compensate for gaps and other features

– OR with a dynamic pseudo-decoupler (to be re-designed on cleaned measurements)

Page 16: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Advanced virtual shell

The virtual shell has some advantages:

– Does it make sense to Fourier decompose EFs and act on them as if they were modes?

A Clean-VS scheme may be designed:

– With sideband cleaning

– With different gains in different positions, to compensate for gaps and other features

– OR with a dynamic pseudo-decoupler (to be re-designed on cleaned measurements)

Is it worth developing all of this at plasma radius?

– Mutual inductances among active coils and “virtual sensors” at r=a are needed:

• Can they be measured from mutual inductances among active coils and b sensors?

• Very detailed and good measurements of mutual inductances would be needed

• Can they be estimated from FEM e.m. codes, such as CARIDDI?

Page 17: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Hybrid scheme

More physics-driven control schemes may be designed, based on proper combinations of the VS, MC, and FF schemes introduced above (once these have been all investigated separately):

Page 18: Modelling control P. Piovesan, A. Soppelsa in collaboration with L. Grando, G. Marchiori, L. Marrelli, L. Piron, D. Terranova, P. Zanca Consorzio RFX,

Hybrid scheme

Mb

i,j

bri,jIi,jIref

i,j

A-

br,refm,n

Filtern>n0

Filtern<n0

+

CLEANFFTbr,cl

i,jbr,clm,n

SIDEBAND CLEANING +EXTRAPOLATION TO r=a

F

IEF,refi,j

Ishelli,j

FEEDFORWARDERROR FIELDCORRECTION

DFFT-1CIref

m,n

MC + PSEUDO-DECOUPLER

++

CD

Iref1,-7

MODE DECOUPLERON m=1, n=-7 or

most important m=1 modes

FFT-1

More physics-driven control schemes may be designed, based on proper combinations of the VS, MC, and FF schemes introduced above (once these have been all investigated separately):