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 …

[HTML][HTML] Application of bio-inspired optimization algorithms in food processing

T Sarkar, M Salauddin, A Mukherjee… - Current research in food …, 2022 - Elsevier
Bio-inspired optimization techniques (BOT) are part of intelligent computing techniques.
There are several BOTs available and many new BOTs are evolving in this era of industrial …

Antibiofilm Activity of α-Amylase from Bacillus subtilis and Prediction of the Optimized Conditions for Biofilm Removal by Response Surface Methodology (RSM) and …

D Lahiri, M Nag, T Sarkar, B Dutta, RR Ray - Applied Biochemistry and …, 2021 - Springer
Abstract α-amylase is known to have antibiofilm activity against biofilms of both Gram
positive and Gram-negative bacterial strains. Partially purified α-amylase from Bacillus …

[HTML][HTML] Bacterial biopolymer: Its role in pathogenesis to effective biomaterials

S Ghosh, D Lahiri, M Nag, A Dey, T Sarkar, SK Pathak… - Polymers, 2021 - mdpi.com
Bacteria are considered as the major cell factories, which can effectively convert nitrogen
and carbon sources to a wide variety of extracellular and intracellular biopolymers like …

[HTML][HTML] Artificial neural network modelling approach of drying kinetics evolution for hot air oven, microwave, microwave convective and freeze dried pineapple

T Sarkar, M Salauddin, SK Hazra, R Chakraborty - SN Applied Sciences, 2020 - Springer
This study presents the dehydration characteristics of the drying of the pineapple slice. Hot
air oven (60° C), microwave (100 W), microwave convective (600 W, 40° C) and freeze …

[HTML][HTML] Artificial intelligence for energy processes and systems: applications and perspectives

D Skrobek, J Krzywanski, M Sosnowski, GM Uddin… - Energies, 2023 - mdpi.com
In recent years, artificial intelligence has become increasingly popular and is more often
used by scientists and entrepreneurs. The rapid development of electronics and computer …

Modeling of sugarcane bagasse conversion to levulinic acid using response surface methodology (RSM), artificial neural networks (ANN), and fuzzy inference system …

M Ogedjo, A Kapoor, PS Kumar, G Rangasamy… - Fuel, 2022 - Elsevier
Levulinic acid is recognized as a prominent value-added chemical that can be obtained from
bioresources and has versatile industrial applications. This work reports bioprocess …

Application of raw and differently dried Pineapple (Ananas comosus) pulp on Rasgulla (sweetened Casein Ball) to enhance its phenolic profile, shelf life, and in‐vitro …

T Sarkar, M Salauddin, S Pati, HI Sheikh… - Journal of Food …, 2021 - Wiley Online Library
Pineapple is well known as a potential antioxidant‐rich fruit. The popular dairy product,
rasgulla (sweetened casein ball) was fortified with raw pineapple pulp (PP), hot air‐(PH) …

Ultrasound-mediated hydration of finger millet: effects on antinutrients, techno-functional and bioactive properties, with evaluation of Ann-PSO and Rsm optimization …

A Dubey, PP Tripathy - Food Chemistry, 2024 - Elsevier
Finger millet, rich in nutrients, faces bioavailability limitations due to antinutrients like
phytates and tannins that can be reduced by ultrasound mediated hydration (USH). Here …

[HTML][HTML] A novel K-means clustering method for locating urban hotspots based on hybrid heuristic initialization

Y Li, X Zhou, J Gu, K Guo, W Deng - Applied Sciences, 2022 - mdpi.com
With rapid economic and demographic growth, traffic conditions in medium and large cities
are becoming extremely congested. Numerous metropolitan management organizations …