کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
741370 1462061 2016 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Application of Fourier transform-mid infrared reflectance spectroscopy for monitoring Korean traditional rice wine ‘Makgeolli’ fermentation
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
پیش نمایش صفحه اول مقاله
Application of Fourier transform-mid infrared reflectance spectroscopy for monitoring Korean traditional rice wine ‘Makgeolli’ fermentation
چکیده انگلیسی


• Nondestructive FT-MIR spectroscopy is efficient for monitoring the quality changes in Makgeolli during fermentation.
• PSRL models were developed to predict Makgeolli quality.
• Depending on spectral preprocessing methods, the quality index indicator of Makgeolli was differently predicted.

This study was performed to examine the application of Fourier transform-mid infrared (FT-MIR) spectroscopy to rapidly and non-destructively measure the quality of Makgeolli during fermentation process. A model using the entire ranges of the spectra and a Partial Least Squares Regression (PLSR) model using specific wavelength ranges closely associated with Makgeolli quality were compared to investigate the appropriate non-destructive monitoring method for Makgeolli production. In the global PLSR model using the entire range of the spectra and the local PLSR model using two separate regions (functional group spectral region and fingerprint spectral region), the optimal prediction model for alcohol concentration was from 2nd derivative of Savitzky-Golay pretreatment. The coefficient of determination of the developed model was 0.984, and standard error of prediction (SEP) was 0.595%. Reducing sugar was detected best with 1st derivative of Norris-Gap pretreatment, showing the determination coefficient of 0.983 and SEP of 0.579%. Titratable acidity was accurately predicted with 1st derivative of Savitzky-Golay pretreatment, showing the determination coefficient of 0.936 and SEP of 0.026%. This study showed that FT-MIR spectroscopy can be utilized to monitor the quality changes of Makgeolli.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Sensors and Actuators B: Chemical - Volume 230, July 2016, Pages 753–760
نویسندگان
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