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Simulation on measuring of nonuniform temperature distribution based on line-of-sight TDLAS by using Tikhonov regularization method

机译:基于Tikhonov正则化方法的基于视线TDLAS的非均匀温度分布测量的仿真

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摘要

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.
机译:本文将Tikhonov正则化方法(其正则化参数由L曲线准则确定)应用于通过视距可调二极管激光吸收光谱(TDLAS)进行仿真的非均匀温度分布测量。通过使用温度分区方法,应增加分区数量,以便更确定地解决温度分布。但是,灵敏度矩阵变得更加不适。与约束线性最小二乘拟合方法相比,Tikhonov正则化方法在处理离散不适定问题时更健壮。仿真结果验证了该方法的可行性。

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