TY - JOUR
T1 - A Closed-Form Solution to Estimate Spatially Varying Parameters in Heat and Mass Transport
AU - van Kampen, Ricky J.R.
AU - Das, Amritam
AU - Weiland, Siep
AU - van Berkel, Matthijs
PY - 2021/11
Y1 - 2021/11
N2 - This letter presents a closed-form solution to estimate space-dependent transport parameters of a linear one dimensional diffusion-transport-reaction equation. The infinite dimensional problem is approximated by a finite dimensional model by 1) taking a frequency domain approach, 2) linear parameterization of the unknown parameters, and 3) using a semi-discretization. Assuming full state knowledge, the commonly used output error criterion is rewritten as the equation error criterion such that the problem results in linear least squares. The optimum is then given by a closed-form solution, avoiding computational expensive optimization methods. Functioning of the proposed method is illustrated by means of simulation.
AB - This letter presents a closed-form solution to estimate space-dependent transport parameters of a linear one dimensional diffusion-transport-reaction equation. The infinite dimensional problem is approximated by a finite dimensional model by 1) taking a frequency domain approach, 2) linear parameterization of the unknown parameters, and 3) using a semi-discretization. Assuming full state knowledge, the commonly used output error criterion is rewritten as the equation error criterion such that the problem results in linear least squares. The optimum is then given by a closed-form solution, avoiding computational expensive optimization methods. Functioning of the proposed method is illustrated by means of simulation.
KW - distributed parameter systems
KW - Grey-box modeling
KW - identification
KW - inverse problems
UR - http://www.scopus.com/inward/record.url?scp=85097923790&partnerID=8YFLogxK
U2 - 10.1109/LCSYS.2020.3042933
DO - 10.1109/LCSYS.2020.3042933
M3 - Article
AN - SCOPUS:85097923790
SN - 2475-1456
VL - 5
SP - 1681
EP - 1686
JO - IEEE Control Systems Letters
JF - IEEE Control Systems Letters
IS - 5
M1 - 9284622
ER -