Adaptive Neural Network Based Fuzzy Inference System for the Determination of Performance in the Solar Tray Dryer

Zehra YILDIZ; Leyla GOKAYAZ; Ercan KÖSE; Aydın MÜHÜRCÜ

Article Details

Adaptive Neural Network Based Fuzzy Inference System for the Determination of Performance in the Solar Tray Dryer

Authors:

Zehra YILDIZ | Leyla GOKAYAZ | Ercan KÖSE | Aydın MÜHÜRCÜ

Publisher:

İlknur BAĞDATLI

Main Topics:

Food technology

Journal:

Eurasian Journal of Food Science and Technology 2021 Vol.5 Issue 1, pp.41-49

Document Type:

Article

Publication Date:

6/2021

Document Language:

English

Document ID (Org No.):

2000422303

eISSN:

2667-4890

Abstract:

 

This study aims to apply the adaptive neural network based fuzzy inference system (ANFIS) were used to modeling the apple solar drying conditions in the solar tray dryer. Apple slices were dried by solar drying techniques as a solar tray dryer, exposure to direct sunlight and in the shade. Drying air temperature, the air humidity, apple slice load, apple slice thickness and solar drying time has been investigated with the prediction of the drying in the solar tray dryer on water loss, drying rate and shrinkage ratio. The model results clearly showed that the use of ANFIS led to more accurate results. The correlation coefficient (R2) values of the water loss, drying rate and shrinkage ratio were found as 0.9968, 0,9675 and 0,9918, the water loss, drying rate and shrinkage ratio respectively.

Article Details

Adaptive Neural Network Based Fuzzy Inference System for the Determination of Performance in the Solar Tray Dryer

Authors: Zehra YILDIZ | Leyla GOKAYAZ | Ercan KÖSE | Aydın MÜHÜRCÜ

Publisher: İlknur BAĞDATLI

Main Topics: Food technology

Journal: Eurasian Journal of Food Science and Technology 2021 Vol.5 Issue 1, pp.41-49

Document Type: Article

Publication Date: 6/2021

Document Language: English

Document ID (Org No.): 2000422303

eISSN: 2667-4890

Issues

Authors:

Zehra YILDIZ | Leyla GOKAYAZ | Ercan KÖSE | Aydın MÜHÜRCÜ

Publisher:

İlknur BAĞDATLI

Main Topics:

Food technology

Journal:

Eurasian Journal of Food Science and Technology 2021 Vol.5 Issue 1, pp.41-49

Document Type:

Article

Publication Date:

6/2021

Document Language:

English

Document ID (Org No.):

2000422303

eISSN:

2667-4890