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A New Reconstruction Algorithm for CT-TDLAS

机译:CT-TDLAS的一种新的重建算法

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摘要

A new reconstruction algorithm for CT-TDLAS (Computer Tomography-Tunable Diode Laser Absorption Spectroscopy) is proposed for the measurements of two-dimensional temperature and concentration distribution of a gas flame.The characteristic wavelengths near 1388nm where water vapor is detected were used for the performance test of the proposed algorithm.The new algorithm is 6-peaks algorithm, in which the absorptions at 6 representative wavelengths are used for the construction of the actual absorption spectra at a certain temperature of gas flame.MART (multiplicative algebraic reconstruction technique) algorithm was adopted for data reconstructions.MSE (Mean Squared Errors) was calculated during the iterative calculations for data reconstructions.In order to evaluate the performances of the new algorithm, a numerical test was performed by the use of phantom data in which two dimensional distribution of temperature and concentration fields were set at 11 ×11 square mesh with Gaussian distribution.Further, the proposed algorithm has been adopted to calculate an actual temperature distribution inside a combustion engine, through which the performance of the newly proposed 6-peaks algorithm has been demonstrated theoretically and experimentally.It is highly expected that the proposed algorithm will be the most appropriate approach for calculating the temperature and concentration fields in CT-TDLAS.
机译:提出了一种新的CT-TDLAS(计算机断层扫描-可调谐二极管激光吸收光谱)重建算法,用于测量气体火焰的二维温度和浓度分布,并使用1388nm附近的特征波长检测水蒸气。新算法为6峰算法,其中以6个代表波长的吸收量为基础,在一定温度下燃烧气体火焰下的实际吸收光谱.MART(乘法代数重建技术)算法为了进行新的数据重建,在迭代计算中计算了均方误差(MSE)。为了评估新算法的性能,使用幻像数据进行了数值测试,其中幻影的二维分布使用高斯分布将温度和浓度场设置为11×11方形网格此外,该算法被用于计算内燃机内部的实际温度分布,并通过理论和实验证明了新提出的六峰算法的性能。计算CT-TDLAS中温度和浓度场的最合适方法。

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