Fast Computation of the CMH Model Umesh D. Patel* and Edward Della Torre** *Goddard Space Flight Center, Code 564, Greenbelt. MD 20771 USA, e-mail:[email protected] **George Washington University, DC 20052 USA. e-mail:[email protected] Abstract-- A fast differential equation approach for the DOK model the squareness of the material. In the CMH model. XR is given has been extented to the CMH model. Also, a cobweb technique for by calculating the CMH model is also presented. The two techniques are contrasted from the point of view of fle.vdbility and computation lime. 3m R da_ am Rda _)mR dH c3mR - 4 - _ -+._ (3) ZR Oa÷ dh Oa dh _H dh Oh INTRODUCTION In the following analysis, we will use mR=a+f(H)+a_f(H), (4) where The CMH model is a moving Preisach model in which the f(n)= 1-e -_ . (5) reversible component of the magnetization is state-dependent. Itcan be shown that Unlike the DOK model, it accurately predicts the variation in zero-field susceptibility with magnetization. It has not been a± = Jjexp(_ 7hi)p(h_,hi)dh, dh i. (6) used much in the past because the DOK model, which is Q=:t:I much easier to calculate, is accurate enough in most cases to From [1] the irreversible susceptibility for increasing describe the magnetization process and a fast simple operative field is given by algorithm was not available. _ , 0+,t)h+,,L This paper presents two techniques, the differential equation method [1] and the cobweb method [2], which have gt O. 2c_ e erf r.q/_ (7) been previously presented for the DOK model, for calculating the CMH model and contrasts them. In addition an identification strategy for the CMH model will be presented. The speed increase of the two techniques results from computing the magnetization by simply adding the change in and for decreasing operative field is given by magnetization due to any change in applied field to the previously computed magnetization, instead of integrating 1 2_'_ "LerfL("_ +2h-t<-h, Xt = _e over the Preisach plane at each step of the computation. z..v[2 (8) The differential equation method calculates the susceptibility in closed form for Gaussian Preisach functions. This limits the technique to simple magnetization distributions that are integrable. However, it is a variable step-size technique that is not limited by the discretization Using (1) and (6), we can derive da./dh for increasing operative field as error in the magnetization and distributes pseudo-hysterons over the two hysterons switching at the same time, leading to da. e(r'_i) !*-_'*_"._:F ((l+2)h+xh'+2r2Y" a smooth magnetization curve. Changing the error criterion during acalculation is difficult in the midst of acalculation. (9) t. ,,, THE DIFFERENTIAL EQUATION METHOD [,_+2h+xh, + ' - -err _r y We assume that the Preisach function of the CMH model and for decreasing operative field as is the standard moving model of the form I( i da. e(r:":l ,....... :1: h_+ _.-x'h, +-1 r:y elh,,h_:_ (h_-L) 2 (h +_1): _l) 2a_ 2a: [ { r,q/2 (lO) We compute the susceptibility using ( z:M,.[sz, (l+x_-x_, +! -er] _ r ;" r_ l where Z1 is the susceptibhity of the irreversible component, Similarly, we can derive da/dh for increasing operative XR is the susceptibility of the reversible component and S is field as Similarly, the operative co-ordinates h, and hk for a+ are 2 " given by dh .a__z :':- ""rfI I11_ L (16) hi =-7.'o',: +a, cosR_/- 2log0 - p) -err 2 and for a. the operative co-ordinates are given by - h_- Ah- xh, _-I r:7 h_=h, +a, sinai/- 21og(l-'p) and for decreasing field as (I7) hi = _o',:"or, cosO_/-2log(I p) da_ e9:_':1 "-h I- +_r y The contribution of any single hysteron to the total a÷ or a. is -- = r42 (t2) dh 2--a-_x_ :' Ier't" equal to exp( _ cr 2/2 )/mn. MODEL PARAMETER IDENTIFICATION --e? .¢._ The parameters X, _, and _ are the same as in [I]. The An identification method will be presented for the CMH reversible susceptibility is given by model which is a modification of the DOK identification a'.f(H )-a'_f(H )+ (a+f'(H )-a_f(- H)) algorithm [3]. All parameters are computed in essentially the -_:_SMsZ, (a+f'(H )-a_ f(- H)) same way as in the DOK model except for 7. In the DOK model 7 is the reversible zero-field susceptibility that is 2' = _-....[l+.a(1-S_'t,_4s(a÷-.f.'(H)-a-f(-H}} I o3) independent of the magnetic state. Since the reversible The sum of (7) and (13) gives the total susceptibility and then susceptibility for zero field is now a function of the next magnetization can be computed by magnetization. Thus, we recommend identification of _/ by M(H + ,5I"t )= m(H )+ 2",5tl. (14) fitting the descending major loop near positive saturation. There are several problems with this technique. The first problem is that the stability of this method requires small step in H under certain conditions. The second problem is that DISCUSSION AND CONCLUSION when the reversible magnetization is close to saturation the irreversible magnetization can get to be very large due to the exponential increase of fill). This can be overcome by setting In previous models, the squareness S and were the same the magnetization to saturation when it gets close to for the entire distribution. This made it difficult to satisfy the saturation. However, this puts a glitch in the solution which crossover condition for particles with large hi. In the cobweb may be undesirable. model it is possible to decrease S or for particles with large hi. We have presented two fast techniques for computing the magnetization expected for the CMH model, both of which produce the same results and are fast. We will present results THE COBWEB METHOD for both methods of computation. The cobweb grid in Preisach plane was developed to ACKNOWLEDGEMENTS achieve higher speed and accuracy of numerical computation for irreversible magnetization [2]. Here, the CMH model is implemented based on the cobweb grid systems for We would like to thank Ann Reimers and Shailendra Garg for useful discussions. irreversible magnetization and a. and a variables for the reversible magnetization. REFERENCES The cobweb method distributes hysterons uniformly in 8 in the interval (0,2x) and in p in (0,1) on m x n grid. The [1]. A. Reimers and E. Della Ton-e, "Fast Preisach based relationship between these co-ordinates and the operative co- magnetization model and fast inverse hysteresis model," ordinates h, and hkfor irreversible magnetization are given by IEEE Trans. Magn., 34, Nov. 1998, pp.3857-3866. hk = hk + O'_ sin 04- 2 log o - p) [21. O. Alejos and E. Della TorTe, "'Improving numerical (151 simulations of Preisach models for accuracy and speed," hi = cri cosS-J- 2 log O-/9) presented at INTERMAG, Toronto, Canada, April %14, The contribution of any single hysteron to the total moment is 2000. IEEE Trans. Ma_n., (in press). equal to that of all the others and is equal to Ms/ran. Thus, the [31. E. Della TorTe, "'Parameter identification of complete- maximum error in M is half that and by choosing mn large moving hysteresis mode[ using major loop data," IEEE Trans. enough the error can be made arbitrarily small :daen.. 30, Nov. 1994, pp.4987-5000.