Please use this identifier to cite or link to this item: http://hdl.handle.net/11189/6365
Title: Potential of Ripe Plantain Fruit Peels as an Ecofriendly Catalyst for Biodiesel Synthesis: Optimization by Artificial Neural Network Integrated with Genetic Algorithm
Authors: Etim, Anietie Okon 
Betiku,Eriola 
Ajala, Sheriff O 
Olaniyi, Peter J 
Ojumu, Tunde Victor 
Keywords: Artificial neural network;Biodiesel;Heterogeneous catalyst;Modeling;Optimization;Transesterification
Issue Date: 2018
Publisher: MDPI
Journal: Sustainability 
Abstract: The present work was aimed at assessing the possible use of ripe plantain fruit peel as a green-base catalyst in synthesizing Azadirachta indica oil methyl esters (AIOME). The free fatty acid content of the oil (5.81 wt %) was initially reduced to 0.90 wt % using methanol: oil at 2.19 v/v, Fe 2 (SO 4) 3 at 6 wt %, time of 15 min and temperature of 65 • C. The pretreated oil was converted to AIOME in a transesterification process with calcined ripe plantain peel ash (CRPPA) at 700 • C as catalyst. The process was modeled by artificial neural network and optimized using genetic algorithm. The effectiveness of the developed CRPPA is ascribable to its high K content and microstructural transformation. The reliability of the model obtained was confirmed with a high coefficient of determination (R 2) of 0.996 and a low mean relative percentage deviation (MRPD) of 8.10%. The best operating variables combination for the process was methanol:oil of 0.73 v/v, CRPPA of 0.65 wt % and time of 57 min while the temperature was kept constant at 65 • C with a corresponding AIOME yield of 99.2 wt %. The results of this work demonstrated the potentials of ripe plantain peels and neem oil as cheap feedstocks for biodiesel production.
URI: http://hdl.handle.net/11189/6365
ISSN: 2071-1050
DOI: http://dx.doi.org/10.3390/su10030707
Appears in Collections:Eng - Journal articles (not DHET subsidised)

Files in This Item:
File Description SizeFormat 
Potential of Ripe Plantain Fruit Peels as.pdfMain article5.98 MBAdobe PDFView/Open
Show full item record

Page view(s)

50
checked on Feb 9, 2021

Download(s)

20
checked on Feb 9, 2021

Google ScholarTM

Check

Altmetric


This item is licensed under a Creative Commons License Creative Commons