Title :
Identification of linear time invariant diffusion phenomena
Author_Institution :
Dept. ELEC, Vrije Univ., Brussels, Belgium
Abstract :
Linear time invariant diffusion phenomena are described by linear parabolic partial differential equations with constant coefficients. The corresponding non-rational 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 electro-chemical processes: the reduction of iron and a traction battery
Keywords :
cells (electric); diffusion; electric impedance; electric impedance measurement; electrochemistry; heat transfer; identification; iron; mass transfer; maximum likelihood estimation; partial differential equations; reduction (chemical); transfer functions; AC impedance; Fe; Laplace variables; constant coefficients; corrosion; electro-chemical processes; heat transfer; infinite dimensional systems; linear parabolic partial differential equations; linear time invariant diffusion; nonrational transfer functions; reduction of iron; traction battery; Batteries; Frequency; Heat transfer; Impedance; Iron; Maximum likelihood estimation; Noise measurement; Partial differential equations; Polynomials; Transfer functions;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1998. IMTC/98. Conference Proceedings. IEEE
Conference_Location :
St. Paul, MN
Print_ISBN :
0-7803-4797-8
DOI :
10.1109/IMTC.1998.676873