OPTIMIZATION OF OIL EXTRACTION FROM GARCINIA KOLA USING ARTIFICIAL NEURAL NETWORK AND RESPONSE SURFACE METHODOLOGY

OPTIMIZATION OF OIL EXTRACTION FROM GARCINIA KOLA USING ARTIFICIAL NEURAL NETWORK AND RESPONSE SURFACE METHODOLOGY

The target of this investigation was to model and optimize selected process parameters when extracting oil from Garcinia kola. Artificial neural network (ANN) and Box-Behnken design (BBD) in response surface methodology (RSM) were used for the modelling and optimization of the process parameters. T...

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Bibliographic Details
Main Authors: SYLVESTER UWADIAE, FAITH OVIESU, BAMIDELE AYODELE
Format: Article
Language:English
Published: Alma Mater Publishing House "Vasile Alecsandri" University of Bacau 2020-06-01
Series:Journal of Engineering Studies and Research
Subjects:
Garcinia kola, oil extraction, optimization, modeling, RSM, ANN
Online Access:https://jesr.ub.ro/index.php/1/article/view/171
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