Machine learning‐based modeling in food processing applications: State of the art

MIH Khan, SS Sablani, R Nayak… - … reviews in food science …, 2022 - Wiley Online Library
Food processing is a complex, multifaceted problem that requires substantial human
interaction to optimize the various process parameters to minimize energy consumption and …

Application of artificial neural networks (ANNs) in drying technology: a comprehensive review

M Aghbashlo, S Hosseinpour, AS Mujumdar - Drying technology, 2015 - Taylor & Francis
Inspired by the functional behavior of the biological nervous system of the human brain, the
artificial neural network (ANN) has found many applications as a superior tool to model …

Quality evaluation and drying characteristics of mango cubes dried using low-pressure superheated steam, vacuum and hot air drying methods

R Sehrawat, PK Nema, BP Kaur - Lwt, 2018 - Elsevier
Ripe mango cubes were dried using different methods to process shelf-stable, nutrient-rich
and convenient snack. To develop nutritive dried mango cubes as snack (MCS) low …

Application of machine learning-based approach in food drying: Opportunities and challenges

MIH Khan, SS Sablani, MUH Joardder… - Drying …, 2022 - Taylor & Francis
Application of machine learning (ML)-based algorithms in food drying is an exciting and
innovative approach to advance the drying technology. In order to appropriately develop this …

Effect of superheated steam drying on properties of foodstuffs and kinetic modeling

R Sehrawat, PK Nema, BP Kaur - Innovative food science & emerging …, 2016 - Elsevier
Conventional hot air drying is an energy intensive technique which consumes around 15–
25% of national industrial energy in most of the countries. It also often results in …

[HTML][HTML] Numerical investigation of phase change material assisted indirect solar dryer for food quality preservation

P Lad, R Kumar, R Saxena, J Patel - International Journal of Thermofluids, 2023 - Elsevier
High temperature and direct sunlight due to tropical climatic conditions in India causes
excessive heating in traditional solar dryer or open air sun drying process. Due to this, loss …

Superheated steam processing of cereals and cereal products: A review

Y Liu, M Li, D Jiang, E Guan, K Bian… - … Reviews in Food …, 2023 - Wiley Online Library
The concept of superheated steam (SS) was proposed over a century ago and has been
widely studied as a drying method. SS processing of cereals and cereal products has been …

Mathematical, fuzzy logic and artificial neural network modeling techniques to predict drying kinetics of onion

SM Jafari, M Ganje, D Dehnad… - Journal of Food …, 2016 - Wiley Online Library
In this study, the influence of drying temperature (40, 50, 60C) and airflow velocity (2 and 3
m/s) on drying onion was evaluated by a custom designed fluidized bed dryer equipped with …

Low pressure superheated steam drying of onion slices: kinetics and quality comparison with vacuum and hot air drying in an advanced drying unit

R Sehrawat, PK Nema - Journal of Food Science and Technology, 2018 - Springer
Pungency is important characteristics of onion and during processing it is generally reduces.
Low pressure superheated steam drying (LPSSD) is gaining importance due to energy and …

Modelling of electrohydrodynamic drying kinetics for carrot at varying electrode distance

S Srivastav, M Shah, PM Ganorkar, K Kumar - Journal of Food Science …, 2024 - Springer
This study was conducted to analyze the drying kinetics of carrot slices in
electrohydrodynamic (EHD) dryer at different electrode distances. Higher drying rate was …