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Study on the Best Analysis Spectral Section of NIR to Detect Alcohol Concentration Based on SiPLS

机译:基于SIPLS的NIR检测酒精浓度的最佳分析光谱部分研究

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The alcohol concentration is usually measured through analyzing the multiple frequency absorption peak or co-frequency absorption peak of alcohol's C-H and O-H by NIRS. Based on the normalized transmittance spectrogram and Synergy interval partial least squares algorithm (SiPLS), the best analysis spectrum band detecting alcohol concentration is decided at the range of 1100nm-1330nm and 2110nm-2400nm or so, which is the second-harmonic peak of C-H and bending and expansion of vibration spectral section of C-H&O-H. The SiPLS model is established to analyzing 53 samples with different alcohol concentration, and obtained the root mean square error of prediction (RMSEP) is 0.0060, the correlation coefficient (R) is 0.9997, the better measuring result is obtained and this is hopeful be used to detect alcohol concentration during the Production process.
机译:通常通过分析醇的C-H和O-H的多次吸收峰或副频率吸收峰来测量醇浓度。基于归一化透射谱图和协同间隔局部最小二乘算法(SIPLS),检测醇浓度的最佳分析谱带在1100nm-1330nm和2110nm-2400nm左右的范围内,这是CH的二次谐波峰值C-H&O-H的振动光谱部分的弯曲和扩展。建立SIPLS模型以分析具有不同醇浓度的53个样品,获得的预测(RMSEP)的根均方误差为0.0060,相关系数(R)为0.9997,获得更好的测量结果,使用这种效果在生产过程中检测醇浓度。

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