Title :
Simulation on measuring of nonuniform temperature distribution based on line-of-sight TDLAS by using Tikhonov regularization method
Author :
Liu, Chang ; Xu, Lijun ; Cao, Zhang ; Qian, Zheng
Author_Institution :
Sch. of Instrum. & Opto-Electron. Eng., Beihang Univ., Beijing, China
Abstract :
In this paper, Tikhonov regularization method, with its regularization parameter determined by L-curve criterion, is applied to measure nonuniform temperature distribution based on line-of-sight tunable diode laser absorption spectroscopy (TDLAS) through simulation. By using temperature binning method, number of bins should be increased in order to resolve the temperature distribution more definitely. However, the sensitivity matrix becomes more ill-conditioned. Compared with constrained linear least-square fitting method, Tikhonov regularization method is more robust in dealing with the discrete ill-posed problem. The simulated results validated the feasibility of this approach.
Keywords :
least squares approximations; matrix algebra; measurement by laser beam; sensitivity; temperature distribution; temperature measurement; L-curve criterion; Tikhonov regularization method; constrained linear least-square fitting method; discrete ill-posed problem; line-of-sight TDLAS; line-of-sight tunable diode laser absorption spectroscopy; nonuniform temperature distribution measurement; sensitivity matrix; temperature binning method; Fitting; Q measurement; Wavelength measurement; Tikhonov regularization method; ill-posed problem; line-of-sight TDLAS; temperature distribution;
Conference_Titel :
Instrumentation and Control Technology (ISICT), 2012 8th IEEE International Symposium on
Conference_Location :
London
Print_ISBN :
978-1-4673-2615-5
DOI :
10.1109/ISICT.2012.6291608