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 …

The dawn of intelligent technologies in tea industry

Y Wei, Y Wen, X Huang, P Ma, L Wang, Y Pan… - Trends in Food Science …, 2024 - Elsevier
Background Tea is a globally significant agricultural product, renowned for its economic and
cultural value. The process of tea cultivation and production involves tea plantation …

Economic data analytic AI technique on IoT edge devices for health monitoring of agriculture machines

N Gupta, M Khosravy, N Patel, N Dey, S Gupta… - Applied …, 2020 - Springer
In the era of Internet of things (IoT), network Connection of an enormous number of
agriculture machines and service centers is an expectation. However, it will be with a …

[HTML][HTML] Ultrasound assisted aqueous two-phase extraction of polysaccharides from Cornus officinalis fruit: Modeling, optimization, purification, and characterization

J Tan, P Cui, S Ge, X Cai, Q Li, H Xue - Ultrasonics Sonochemistry, 2022 - Elsevier
Ultrasound assisted aqueous two-phase extraction of polysaccharides from Cornus
officinalis fruit was modeled by response surface methodology (RSM) and artificial neural …

Modeling and optimization of pectinase-assisted low-temperature extraction of cashew apple juice using artificial neural network coupled with genetic algorithm

S Abdullah, RC Pradhan, D Pradhan, S Mishra - Food Chemistry, 2021 - Elsevier
In this study, pectinase-assisted extraction of cashew apple juice was modeled and
optimized using a multi-layer artificial neural network (ANN) coupled with genetic algorithm …

Development and testing of novel photovoltaic-thermal collector-based solar dryer for green tea drying application

A Gupta, A Biswas, B Das, BV Reddy - Solar Energy, 2022 - Elsevier
A sustainable solar based PVT tea drying system has been developed to minimize the
dependency on the non-renewable commercial tea drying system. In this work, the effect of …

[HTML][HTML] Modeling and optimization of chlorpyrifos and glyphosate biodegradation using RSM and ANN: Elucidating their degradation pathways by GC-MS based …

MA Malla, A Dubey, A Kumar, S Yadav… - … and Environmental Safety, 2023 - Elsevier
Ongoing and extensive use of pesticides negatively impact the environment and human
health. Microbe-based remediation bears importance as it is an eco-friendly and cost …

[HTML][HTML] Modeling, optimization, purification, and characterization of polysaccharides from Lilium lancifolium Thunb

H Xue, J Xu, J Zhang, Y Wei, X Cai, J Tan - Lwt, 2022 - Elsevier
Ultrasound assisted aqueous two-phase extraction of polysaccharides from Lilium
lancifolium Thunb was modeled by response surface methodology (RSM) and artificial …

Drying kinetics of basil seed mucilage in an infrared dryer: Application of GA‐ANN and ANFIS for the prediction of drying time and moisture ratio

G Amini, F Salehi, M Rasouli - Journal of Food Processing and …, 2021 - Wiley Online Library
In this study, genetic algorithm–artificial neural network (GA‐ANN) and adaptive neuro‐fuzzy
inference system (ANFIS) models were used for the prediction of drying time (DT) and …

Comparative study on the extraction efficiency, characterization, and bioactivities of Bletilla striata polysaccharides using response surface methodology (RSM) and …

H Chen, B Wang, J Li, J Xu, J Zeng, W Gao… - International Journal of …, 2023 - Elsevier
This research established the optimal conditions for alkali-assisted extraction (AAE) of
bioactive polysaccharides from Bletilla striata integrated with response surface methodology …