Analysis of Mixed Alkane Gas Based on Tikhonov Regularization Spectra Selection and Optimal Neural Network Parameters Selection
Release Time:2025-04-30
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- Date:
- 2025-04-30
- Title of Paper:
- Analysis of Mixed Alkane Gas Based on Tikhonov Regularization Spectra Selection and Optimal Neural Network Parameters Selection
- Journal:
- SPECTROSCOPY AND SPECTRAL ANALYSIS
- Summary:
- 用Tikholov正则化方法从傅立叶变化红外光谱中提取各种轻烷烃气体的特征变量作为模型的输入，用神经网络法建立了各组分气体的分析模型，并提出了一种多模型最优参数选择法对模型进行优化，以提高各组分气体的分析结果准确性。
- Co-author:
- Tang XJ，Hao HM，Li YJ，Liu JH
- Volume:
- 31(6)
- Page Number:
- 1673-1677
- Translation or Not:
- No
- Date of Publication:
- 2011-06-27