28 اردیبهشت 1403
عليرضا يوسفي

علیرضا یوسفی

مرتبه علمی: دانشیار
نشانی: استان آذربایجان شرقی، بناب، دانشگاه بناب
تحصیلات: دکترای تخصصی / مهندسی علوم و صنایع غذایی
تلفن: +984137745000-1613
دانشکده: دانشکده فنی و مهندسی
گروه: گروه مهندسی شیمی

مشخصات پژوهش

عنوان
Modeling for drying kinetics of papaya fruit using fuzzy logic table look-up scheme
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Fuzzy inference system Modeling Effective diffusivity Activation energy
پژوهشگران شهلا خدابخش اقدم (نفر اول)، علیرضا یوسفی (نفر دوم)، محبت محبی (نفر سوم)، سید محمدعلی رضوی (نفر چهارم)، محمدرضا اکبرزاده توتونچی (نفر پنجم)

چکیده

Drying kinetics of papaya fruit slices at 40, 50 and 60°C were investigated in a laboratory cabinet dryer. A fuzzy logic table look-up scheme consists of three input variables with 10, 5 and 4 fuzzy sets as well as one output consisting 21 fuzzy sets was designed and used to model the drying kinetics. Mamdani’s fuzzy inference system (FIS) with 56 independent rules was used to conduct fuzzy set operations. It was found that the drying process occurred in a falling rate over the drying duration. The effective diffusivity of papaya slices was within the range of 6.93×10-10 to 1.50×10-9 m2 /s over the temperature range. The activation energy was 32.5 kJ/mol, indicated the effect of temperature on the diffusivity. The high values of R2 (0.977-0.999) in addition with the low values of RMSE (0.013-0.065) obtained for the designed FIS, indicated the high performance of fuzzy logic table look-up scheme to model the drying kinetics of thin-layer papaya slices.