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Magnetic Fields and Magnetic Diagnostics for Tokamak Plasmas

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<strong>Magnetic</strong> fields <strong>and</strong> tokamak plasmas<br />

Alan Wootton<br />

where q est,i is the value expected <strong>for</strong> q i when Equation 15.1 holds. q est<br />

0 ,i is associated with ψ o ,<br />

<strong>and</strong> the known Q ij is associated with χ j . Then the usual least squares approach will determine the<br />

coefficients c j to minimize the function<br />

M<br />

( q i<br />

− q est ,i ) 2<br />

∑ 16.3<br />

i =1<br />

σ i<br />

2<br />

With σ i the st<strong>and</strong>ard error of the i th measurement. This procedure may not be stable, in which<br />

case some numerical damping is added<br />

One technique which avoids the iterations necessary to match the measured <strong>and</strong> predicted field<br />

components is as follows. From the measured fields construct the multipole moments Y m using<br />

the techniques outlined in sections 9 <strong>and</strong> 10. Then m toroidal filaments with current (I p /m) can<br />

be positioned to give the same moments Y m as those measured. Because we have analytic <strong>for</strong>ms<br />

<strong>for</strong> the Y m produced by discrete current filaments (the integral Y m = ∫j φ f m dS φ only takes a finite<br />

value at the filament location) we can derive analytic expressions <strong>for</strong> the filament positions in<br />

terms of the measured Y m 's, thus avoiding the need <strong>for</strong> the iterative procedure. Just as discussed<br />

above, we then use toroidal filaments with known currents <strong>for</strong> external windings, the m filaments<br />

<strong>for</strong> the plasma, <strong>and</strong> plot the flux contours immediately. Solutions up to the plasma boundary are<br />

as exact as our set of moments allows. I am not sure how unique the solution is, or to what extent<br />

I should consider taking more than m filaments. We have still to ask if our solution is unique:<br />

that is, do the m moments uniquely specify the fields on the contour l<br />

An example of such a procedure is shown in Figure 16.1a. Figure 16.1b shows a full<br />

equilibrium reconstruction with j φ (r) iterated until a good fit between measured <strong>and</strong> computed<br />

moments was obtained. Clearly the 3 filament approximation, with the filaments chosen to give<br />

the measured moments Y 1 ,Y 2 <strong>and</strong> Y 3 , gives a good description of the outer surface.<br />

In principle we should be able to extend the "moments with filaments" method of finding the<br />

plasma shape to the use of an analytic representation <strong>for</strong> the current density. Indeed, we did this<br />

in section 11 to find a relationship between the second moment Y 2 <strong>and</strong> ellipticity. However,<br />

there we made an arbitrary choice that the current density be flat. In fact we should specify that j φ<br />

satisfy the Grad Shafranov equation: this problem is considerably more complicated. However, if<br />

solved, we should be able to obtain analytic relationships between the measured moments <strong>and</strong> the<br />

plasma shape. We would still have to parameterize the <strong>for</strong>m <strong>for</strong> j φ : this would be restricted by,<br />

<strong>for</strong> example, a knowledge of the ratio of q on axis to q at the edge.<br />

116

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