INFRARED, Volume. 46, Issue 6, 24(2025)
A Method for Calculating the Infrared Spectrum Concentration of Engine Tail Flame Based on the CARS-CNN-GRU Model
[3] [3] Khoury Y E, Gebelin M, Marcou G, et al. Rapid discrimination of neuromyelitis optica spectrum disorder and multiple sclerosis using machine learning on infrared spectra of sera[J].International Journal of Molecular Sciences, 2022,23(5): 2791.
[4] [4] Liang H, Long Y, Liu G. Qualitative and quantitative studies of multicomponent gas by CNN-KPCA-RF model[J].Vibrational Spectroscopy, 2024,130: 103647.
[5] [5] Fang L, Junde W. Using genetic algorithm to identify completely unknown system in FTIR spectra analysis[J].Journal of Environmental Science and Health, Part A: Toxic/Hazardous Substances and Environmental Engineering, 2004,39(6): 1525-1533.
[6] [6] Evseev V, Fateev A, Clausen S. High-resolution transmission measurements of CO2 at high temperatures for industrial applications[J].Journal of Quantitative Spectroscopy & Radiative Transfer, 2012,113(17): 2222-2233.
[7] [7] Bharadwaj S P, Modest M F. Medium resolution transmission measurements of CO2 at high temperature[J].Journal of Quantitative Spectroscopy and Radiative Transfer, 2007,73(2): 329-338.
[9] [9] Shao L, Griffiths P R, Chu P M, et al. Quantitative vapor-phase infrared spectrometry of ammonia[J].Applied Spectroscopy, 2006,60(3): 254-260.
[10] [10] Zhang L, Tian F, Liu S, et al. Chaos based neural network optimization for concentration estimation of indoor air contaminants by an electronic nose[J].Sensors and Actuators A: Physical, 2013,189: 161-167.
[11] [11] Cai Y, Xu G, Yang D, et al. On-line multi-gas component measurement in the mud logging process based on Raman spectroscopy combined with a CNN-LSTM-AM hybrid model[J].Analytica Chimica Acta, 2023,1259: 341200.
[15] [15] Li H D, Liang Y Z, Xu Q S, et al. Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration[J].Analytica Chimica Acta, 2009,648: 77-84.
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FU Li, ZHANG Kun, SUN Xu. A Method for Calculating the Infrared Spectrum Concentration of Engine Tail Flame Based on the CARS-CNN-GRU Model[J]. INFRARED, 2025, 46(6): 24
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Received: Feb. 27, 2025
Accepted: Jul. 3, 2025
Published Online: Jul. 3, 2025
The Author Email: FU Li (ffulli@163.com)