Repository of Research and Investigative Information

Repository of Research and Investigative Information

Rafsanjan University of Medical Sciences

Performance of Fuzzy Logic Model to Foresee of Ground Pistachio Nut Isotherm

(2020) Performance of Fuzzy Logic Model to Foresee of Ground Pistachio Nut Isotherm. Pistachio and Health Journal. pp. 18-31. ISSN 2588-5529

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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

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