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 …

Biotechnological valorisation of cashew apple: Prospects and challenges in synthesising wide spectrum of products with market value

AN Anoopkumar, C Gopinath, S Annadurai… - Bioresource Technology …, 2024 - Elsevier
The advanced developments in recent research including the biorefinery-based strategies
directed the scientific community to exploit the cashew apple for various needs and this …

Microwave-assisted extraction of bioactive compounds from cashew apple (Anacardium occidenatale L.) bagasse: modeling and optimization of the process using …

A Patra, S Abdullah, RC Pradhan - Journal of Food Measurement and …, 2021 - Springer
This study explores the impact of microwave treatment on bioactive compounds of cashew
apple bagasse (CAB). The primary objective was to develop a process with optimized …

Optimization of functional properties of plasma treated kodo millet (open air multipin) using response surface methodology (RSM) and artificial neural network with …

S Jaddu, S Abdullah, M Dwivedi… - Journal of Food …, 2023 - Wiley Online Library
Functional properties of kodo millet flour were analyzed using multipin plasma system. The
functional properties such as oil absorption capacity (OAC), water absorption capacity …

Application of artificial neural network‐genetic algorithm and response surface methodology for optimization of ultrasound‐assisted extraction of phenolic compounds …

A Patra, S Abdullah, RC Pradhan - Journal of Food Process …, 2021 - Wiley Online Library
This study explores the effect of ultra‐sonication on the extraction of phenolic compounds of
cashew apple bagasse (CAB). The extraction was conducted at different combinations of …

[HTML][HTML] Multipin cold plasma electric discharge on hydration properties of kodo millet flour: Modelling and optimization using response surface methodology and …

S Jaddu, S Abdullah, M Dwivedi… - Food Chemistry: Molecular …, 2022 - Elsevier
The effect on functional properties of kodo millet flour was studied using multipin cold
plasma electric reactor. The analysis was carried out at various levels of voltage (10–20 kV) …

Purification and structural analysis of tannase from novel bacteria of Bacillus cereus strain KMS3-1 isolated in marine sediment

RK Govindarajan, AF Alrefaei, MH Almutairi… - Food Bioscience, 2024 - Elsevier
Tannases are a family of esterases that catalyze the hydrolysis of ester and depside bonds
of hydrolyzable tannins to release small compounds such as glucose. In this work, tannase …

Optimization of ultrasound‐assisted extraction of ascorbic acid, protein and total antioxidants from cashew apple bagasse using artificial neural network‐genetic …

A Patra, S Abdullah, RC Pradhan - Journal of Food Processing …, 2022 - Wiley Online Library
The study explored the effect of ultrasonication to extract ascorbic acid, protein, and total
antioxidants from cashew apple bagasse. The process was designed and optimized using …

Effect of Thermosonication on the Nutritional Quality of Lapsi (Choerospondias axillaris) Fruit Juice: Application of Advanced Artificial Neural Networks

P Das, PK Nayak, B Stephen Inbaraj, M Sharma… - Foods, 2023 - mdpi.com
This study explored the effect of thermosonication on the nutritional properties of lapsi
(Choerospondias axillaris) fruit juice. The intent of the present investigation was to process …

Impact of thermal pasteurization and thermosonication treatments on black grape juice (Vitis vinifera L): ICP-OES, GC–MS/MS and HPLC analyses

S Yıkmış, NT Demirok, O Levent, D Apaydın - Heliyon, 2023 - cell.com
Grape juice is a widely consumed fruit due to its bioactive compounds, minerals, and aroma
components. Our objective was to investigate ultrasound treatment of black grape juice …