RSM and ANN approach for optimization of ultrasonic assisted extraction of pumpkin seed oil and their quality assessment

RSM and ANN approach for optimization of ultrasonic assisted extraction of pumpkin seed oil and their quality assessment

The current study focuses on optimization of process parameters for ultrasonic assisted extraction (UAE) of pumpkin seed oil (PSO) using response surface methodology (RSM) and artificial neural network (ANN). Three parameters of UAE process, amplitude, time and solvent to seed (S:S) ratio were selec...

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Bibliographic Details
Main Authors: Arunima Singh, Vivek Kumar
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Food Chemistry Advances
Subjects:
Pumpkin seed oil
Ultrasonic assisted extraction
Squalene content
Oil induction time
RSM
ANN
Online Access:http://www.sciencedirect.com/science/article/pii/S2772753X23003738

Internet

http://www.sciencedirect.com/science/article/pii/S2772753X23003738

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