Application of PLS based NIR spectroscopy as a non destructive technique for recognition of food

نویسنده

  • Mahdi Ghasemi-Varnamkhasti
چکیده

Abstract This paper deals with a simple, reliable and non-destructive spectroscopy technique for the recognition of beer samples during the ageing process. One of the major transformations might be the apparition of alcohol in beers that this fact is very important for the consumers. Therefore, there is a necessity for fast, reliable and simple analytical techniques for the goal of a quality control technique. For this purpose, near infrared (NIR) data is coupled to partial least square (PLS) regression to ageing detection of beer samples. Chemometric treatment of mid-infrared spectra is addressed for classification into alcoholic and non alcoholic groups. Based on the experiments, the results were satisfactory, in spite of the similarity of the spectra and this approach demonstrated the application capability of PLS based NIR in beer quality measurement and authentication.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Orthogonal projection to latent structures combined with artificial neural networks in non-destructive analysis of ebastine powder.

A new method orthogonal projection to latent structures (O-PLS) combined with artificial neural networks is investigated for non-destructive determination of ebastine powder via near-infrared (NIR) spectroscopy. The modern NIR spectroscopy is efficient, simple and non-destructive technique, which has been used in chemical analysis in diverse fields. Being a preprocessing method, O-PLS provides ...

متن کامل

Firmness prediction in Prunus persica 'Calrico' peaches by visible/short-wave near infrared spectroscopy and acoustic measurements using optimised linear and non-linear chemometric models.

BACKGROUND In this work, near infrared spectroscopy (NIR) and an acoustic measure (AWETA) (two non-destructive methods) were applied in Prunus persica fruit 'Calrico' (n = 260) to predict Magness-Taylor (MT) firmness. METHODS Separate and combined use of these measures was evaluated and compared using partial least squares (PLS) and least squares support vector machine (LS-SVM) regression met...

متن کامل

Using near infrared spectroscopy to classify soybean oil according to expiration date.

A rapid and non-destructive methodology is proposed for the screening of edible vegetable oils according to conservation state expiration date employing near infrared (NIR) spectroscopy and chemometric tools. A total of fifty samples of soybean vegetable oil, of different brands andlots, were used in this study; these included thirty expired and twenty non-expired samples. The oil oxidation was...

متن کامل

Determination of Selected Parameters of Quality of the Dairy Products by NIR Spectroscopy

RŮŽIČKOVÁ J., ŠUSTOVÁ K. (2006): Determination of selected parameters of quality of the dairy products by NIR spectroscopy. Czech J. Food Sci., 24: 255–260. The possibility of the application of near-infrared spectroscopy to the analysis of the selected parameters of quality of the dairy products was followed. The contents of solids and fat, as well as pH in yoghurts (also the titrable acidity)...

متن کامل

Preliminary Study using Visible and SW-NIR Analysis for Evaluating the Loss of Freshness in Commercially Packaged Cooked Ham and Turkey Ham

Girón J., Ivorra E., Sánchez A.J., Fernández-Segovia I., Barat J.M., Grau R. (2014): Preliminary study using visible and SW-NIR analysis for evaluating the loss of freshness in commercially packaged cooked ham and Turkey ham. Czech J. Food Sci., 32: 376–383. A non-destructive Vis-NIR spectroscopy (400–1000 nm) method was developed to evaluate the loss of freshness of sliced and commercially pac...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016