Comprehensive study on applications of artificial neural network in food process modeling

GVS Bhagya Raj, KK Dash - Critical reviews in food science and …, 2022 - Taylor & Francis
Artificial neural network (ANN) is a simplified model of the biological nervous system
consisting of nerve cells or neurons. The application of ANN to food process engineering is …

Optimization of spray drying process parameters for the food bioactive ingredients

M Homayoonfal, N Malekjani, V Baeghbali… - Critical Reviews in …, 2024 - Taylor & Francis
Spray drying (SD) is one of the most important thermal processes used to produce different
powders and encapsulated materials. During this process, quality degradation might …

[HTML][HTML] Ultrasound assisted phytochemical extraction of red cabbage by using deep eutectic solvent: Modelling using ANFIS and optimization by genetic algorithms

K Pusty, KK Dash, S Giri, GVSB Raj, A Tiwari… - Ultrasonics …, 2024 - Elsevier
The present investigation studied the effect of process parameters on the extraction of
phytochemicals from red cabbage by the application of ultrasonication and temperature. The …

The effect of alcohol–gasoline fuel blends on the engines' performances and emissions

W Liu, MS Shadloo, I Tlili, A Maleki, QV Bach - Fuel, 2020 - Elsevier
This research investigated artificial neural network (ANN) modeling to predict the exhaust
emissions and engine performance. Different percentages of alcohol at various engine …

[HTML][HTML] Ultrasound assisted phytochemical extraction of persimmon fruit peel: Integrating ANN modeling and genetic algorithm optimization

S Giri, KK Dash, GVSB Raj, B Kovács… - Ultrasonics …, 2024 - Elsevier
In the present study, ultrasound assisted extraction (UAE) of phytochemicals from
persimmon fruit peel (PFP) was modeled using an artificial neural network (ANN) and …

Microencapsulation of dragon fruit peel extract by freeze-drying using hydrocolloids: Optimization by hybrid artificial neural network and genetic algorithm

GVSB Raj, KK Dash - Food and Bioprocess Technology, 2022 - Springer
The freeze-drying encapsulation process was used to encapsulate dragon fruit peel extract
with three distinct wall materials: maltodextrin, gum arabica, and gelatin. The process was …

Employing artificial neural networks and fluorescence spectrum for food vegetable oils identification

WJ Pranoto, SG Al-Shawi… - Food Science and …, 2021 - SciELO Brasil
Vegetable oils (VOs) come in a wide range of flavors and trademarks. VOs are very similar in
appearance, flavor, and taste, and it's frequently difficult to tell them from just by looking at …

Artificial Neural Network Modeling Techniques for Drying Kinetics of Citrus medica Fruit during the Freeze-Drying Process

ME Topal, B Şahin, S Vela - Processes, 2024 - mdpi.com
The main objective of this study is to analyze the drying kinetics of Citrus medica by using
the freeze-drying method at various thicknesses (3, 5, and 7 mm) and cabin pressures …

Ultrasound assisted osmotic dehydration of dragon fruit slices: Modeling and optimization using integrated artificial neural networks and genetic algorithms

GVS Bhagya Raj, KK Dash - Journal of Food Processing and …, 2022 - Wiley Online Library
The effect of ultrasonication on osmotic dehydration of dragon fruit (Hylocereus undatus)
slices was investigated using a feed forward backpropagation neural network in this study …

Ultrasound assisted microwave vacuum drying of persimmon fruit: Modeling by artificial neural network and optimization by genetic algorithm

KK Dash, GVS Bhagya Raj - Journal of Food Process …, 2023 - Wiley Online Library
The present investigation studied the influence of ultrasonication power (X Up), microwave
power (X Mp), and vacuum level (X Vl) on the quality attributes of dried persimmon fruit. The …