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Corbyn Mellinger Xu Group Meeting September 07 2018 DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES

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Page 1: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

Corbyn Mellinger

Xu Group Meeting

September 07 2018

DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES

Page 2: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

HYSTERESIS LOOPS

• Coercive field (Hc)• Field required to demagnetize

• Remnant magnetization (Mr)• Magnetization at zero field

• Saturation & saturation field • Moment at saturation, and field to

reach saturation

Page 3: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

MORE COMPLEX HYSTERESIS LOOPS

• At low temperature shapes look less square• Different phases of magnetism in

sample at low T?

• Want to break into individual hysteresis loops

Page 4: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

PREISACH MODEL OF MAGNETISM

• Hysteron: basic function of Preisach model (break all hysteresis loops into a linear combination of basis ℎ(𝑥; 𝛼, 𝛽)• 2d space of transformed coordinates

• h is not single-valued

h(u(t);α,β)

u(t)

β α

ℎ 𝑢(𝑡); 𝛼, 𝛽 ≡ ቐ

−1, 𝑢(𝑡) ≤ 𝛽1, 𝑢(𝑡) ≥ 𝛼

𝑘, 𝛽 < 𝑢(𝑡) < 𝛼

where k=±1, depending on which direction you approach (α,β)

Page 5: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

𝛼𝛽-PLANE

• Representation of hysterons with pairs (α,β) and their orientations• 𝜇 𝛽 > 𝛼 = 0 for physical systems

• Start at positive saturation: all hysterons point up

• Sweep field down to saturation: hysterons with highest α flip first

• Field up to saturation: hysterons with lowest α flip first

α

β

= Down

= Up

β α

Page 6: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

RECONSTRUCT DENSITY FUNCTION

• In small ΔH, # of hysterons flipped relates to loop’s derivative

• Get a 1-dimensional view of the axis (e.g. scan down gives projection of β-axis)

• Use scan down, scan up, and symmetry to approximate PDF

α

β

= Down

= Up

β α

ΔH

Page 7: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

FEATURES OF PDFS

Wider distribution: less square loops

Further from origin: wider loops

Bimodal:

Monnor, Laosiritaworn, Yimnirun, Advances in Condensed Matter Physics, 2013. http://dx.doi.org/10.1155/2013/959134

Page 8: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

WRITING THE CODE

MATLAB code to approximate derivatives

Multiply 1d plots to get back 2d table of α-β plane, plot in MATLAB.

Page 9: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

SOME RESULTS: C106

Page 10: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

SOME RESULTS: Z241 @ RT (SQUARE LOOP)

Page 11: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

SOME RESULTS: Z241 AT 200K

Page 12: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

SOME RESULTS: Z241 AT 100K

Page 13: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

SOME RESULTS: Z241 AT 50K

Page 14: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

HOW TO INTERPRET THESE?

• High density of loops with β=-α=250 Oe, lower density towards fringes (~20% rel. intensity)

β α

+

Page 15: DETERMINATION OF PREISACH DENSITY FUNCTION & EXAMPLES · RECONSTRUCT DENSITY FUNCTION • In small ΔH, # of hysterons flipped relates to loop’s derivative • Get a 1-dimensional

THANKS!