کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
222996 464321 2015 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Identification of the significant factors in food quality using global sensitivity analysis and the accept-and-reject algorithm. Part I: Methodology
ترجمه فارسی عنوان
شناسایی عوامل مهمی در کیفیت غذا با استفاده از تجزیه و تحلیل حساسیت جهانی و الگوریتم پذیرش و رد. قسمت اول: روش شناسی
کلمات کلیدی
زنجیره سرد، تدارکات، کیفیت غذا، تجزیه و تحلیل میزان حساسیت، الگوریتم پذیرفتن و رد کردن
موضوعات مرتبط
مهندسی و علوم پایه مهندسی شیمی مهندسی شیمی (عمومی)
چکیده انگلیسی


• Monte Carlo method was used to model time temperature variability of food products.
• Variability of food products characteristics was integrated.
• Quality evolution of food products through cold chain was modelled.
• Important factors affecting food products final quality were identified.

Knowledge of the quality evolution of food products along the cold chain is of major importance to ensure safety and extend shelf-life. In order to study the evolution of food products, different sources of variability observed in practice such as food properties and product temperature in different links have to be considered. Different methods have been developed in the past to account, through modelling, for the variability of inputs on the output variance of a quality characteristic. The Monte-Carlo method, based on pseudo-random process, is the most widely used because of its simplicity and facility of implementation. The purpose of this study was to evaluate the product quality evolution along the cold chain considering both the variability of time–temperature profiles and product initial quality (colour, microbial load, etc.) by means of the Monte Carlo method. Two methodologies based on global sensitivity analysis and an accept-and-reject algorithm was proposed to identify in an elegant way the most influencing factors on the final product quality.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Food Engineering - Volume 148, March 2015, Pages 53–57
نویسندگان
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