Title :
Identification of linear time invariant diffusion phenomena
Author_Institution :
Vrije Univ., Brussels, Belgium
fDate :
10/1/1998 12:00:00 AM
Abstract :
Linear time invariant diffusion phenomena are described by linear parabolic partial differential equations with constant coefficients. The corresponding nonrational transfer functions in the Laplace variable s have an infinite number of poles. In this paper it is shown that these infinite dimensional systems can be very well approximated in a given frequency band by a rational form in √s. Potential applications are the modeling of mass or heat transfer phenomena. The theory is illustrated on the modeling of the ac impedance of two electrochemical processes: the reduction of iron and a traction battery
Keywords :
diffusion; identification; linear differential equations; multidimensional systems; parabolic equations; partial differential equations; transfer functions; AC impedance; Fe; Laplace variable; corrosion; electrochemical process; heat transfer; identification; infinite dimensional system; iron reduction; linear parabolic partial differential equation; linear time invariant diffusion; mass transfer; traction battery; transfer function model; Batteries; Corrosion; Electrochemical processes; Frequency; Heat transfer; Impedance; Maximum likelihood estimation; Noise measurement; Partial differential equations; Transfer functions;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on