(2020) Performance of Fuzzy Logic Model to Foresee of Ground Pistachio Nut Isotherm. Pistachio and Health Journal. pp. 18-31. ISSN 2588-5529
Text
PHJ_Volume 3_Issue 1_Pages 18-31.pdf - Published Version Download (614kB) |
Abstract
Introduction: One of the most popular nuts in Iran is Pistachio (Pistachia vera L.). This nut is used as a food additive due to its high and uniquenutritional properties. Postharvest operations such as handling, cleaning, packaging and storing conditions have considerable effects on sensory attributes, the nutraceutical benefits, and shelf-life. Therefore, this research aims to predict the EMC of ground pistachio nut (GPN) undergoing 20oC storage based on two key criteria [i.e. T and ERH= (aw×100)] and application of the intelligent system of fuzzy logic. Materials and Methods: The fuzzy logic model (FLM) was used to foresee of the EMCs (ads. /des.) behavior of GPN. First, the data obtained for EMC were run in MATLAB software & the fuzzy logic package was applied for EMC modeling of GPN. The variables were divided into two groups: inlet including storage temperature and water activity (aw) and outlet is EMCs. Next, effective verbal variables were defined for both dependent and independent variables. Results: The FLM could predict EMCs (ads. /des.) of GPN with an R 2 value equal to 0.9959 and 0.9869, respectively Conclusions: Totally, the obtained results of present study are operational by workstations of GPN producer & theirplants to control the shelflife.
Item Type: | Article |
---|---|
Keywords: | Fuzzy logic,Sorption isotherm,Modeling,prediction,Ground Pistachio Nut |
Divisions: | Research Vice-Chancellor Department > Pistachio and Health Journal |
Page Range: | pp. 18-31 |
Journal or Publication Title: | Pistachio and Health Journal |
Journal Index: | Not Index |
Volume: | 3 |
Number: | 1 |
Publisher: | Rafsanjan University of Medical Sciences |
Identification Number: | https://doi.org/10.22123/phj.2020.227605.1044 |
ISSN: | 2588-5529 |
Depositing User: | خانم مهتاب اکبری |
URI: | http://eprints.rums.ac.ir/id/eprint/28884 |
Actions (login required)
View Item |