基于1D-CNN提取Cl<sub>2</sub>紫外吸收谱特征的浓度反演方法研究

基于1D-CNN提取Cl₂紫外吸收谱特征的浓度反演方法研究

贾彤华¹, 程光旭^1,^*, 杨嘉聪¹, 陈昇², 王海容³, 胡海军¹

Research of Chlorine Concentration Inversion Method Based on 1D-CNN Using Ultraviolet Spectral

JIA Tong-hua¹, CHENG Guang-xu^1,^*, YANG Jia-cong¹, CHEN Sheng², WANG Hai-rong³, HU Hai-jun¹

真实值和算法预测值及线性拟合结果对比图 (a): FFT+LS; (b): FFT+1D-CNN; (c): 无处理+LS; (d): 无处理+1D-CNN; (e): SVD+LS; (f): SVD+1D-CNN;(g): Wavelet+LS; (h): Wavelet+1D-CNN; (i): S-G filter+LS; (j): S-G filter+1D-CNN