Havriliak–Negami relaxation


The Havriliak–Negami relaxation is an empirical modification of the Debye relaxation model in electromagnetism. Unlike the Debye model, the Havriliak–Negami relaxation accounts for the asymmetry and broadness of the dielectric dispersion curve. The model was first used to describe the dielectric relaxation of some polymers, by adding two exponential parameters to the Debye equation:
where is the permittivity at the high frequency limit, where is the static, low frequency permittivity, and is the characteristic relaxation time of the medium. The exponents and describe the asymmetry and broadness of the corresponding spectra.
Depending on application, the Fourier transform of the stretched exponential function can be a viable alternative that has one parameter less.
For the Havriliak–Negami equation reduces to the Cole–Cole equation, for to the Cole–Davidson equation.

Mathematical properties

Real and imaginary parts

The storage part and the loss part of the permittivity can be calculated as
and
with

Loss peak

The maximum of the loss part lies at

Superposition of Lorentzians

The Havriliak–Negami relaxation can be expressed as a superposition of individual Debye relaxations
with the distribution function
where
if the argument of the arctangent is positive, else

Logarithmic moments

The first logarithmic moment of this distribution, the average logarithmic relaxation time is
where is the digamma function and the Euler constant.

Inverse Fourier transform

The inverse Fourier transform of the Havriliak-Negami function can be numerically calculated. It can be shown that the series expansions involved are special cases of the Fox–Wright function. In particular, in the time-domain the corresponding of can be represented as
where is the Dirac delta function and
is a special instance of the Fox–Wright function and, precisely, it is the three parameters Mittag-Leffler function also known as the Prabhakar function. The function can be numerically evaluated, for instance, by means of a Matlab code