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Mahmoud Karimi

Mahmoud Karimi

Academic rank: Assistant Professor
ORCID: https://orcid.org/0000-0003-2097-7858
Education: PhD.
ScopusId: 55892910300
Faculty: Agriculture and Environment
Address: Arak University
Phone:

Research

Title
Multi-objective optimization of transesterifi cation in biodiesel production catalyzed by immobilized lipase
Type
JournalPaper
Keywords
thermodynamic analysis; enzymatic transesterifi cation; lipase immobilization; optimization; biodiesel; exergy
Year
2016
Journal BIOFUELS BIOPRODUCTS & BIOREFINING-BIOFPR
DOI
Researchers Mahmoud Karimi ، Bryan Jenkins ، Pieter Stroeve

Abstract

In order to comply with criteria of green energy concepts and sustainability, a multi-objective analysis was performed for the transesterification of waste cooking oil (WCO) using immobilized lipase. Response surface methodology and artificial neural networks, followed by multiple response optimization through a desirability function approach were applied to individually and simultaneously evaluate the fatty acid methyl esters (FAME) content and the exergy effi ciency. Reaction time and concentrations of methanol, immobilized lipase and water were considered as the design variables in maximizing FAME content and exergy effi ciency. The maximum individual desirability of FAME content was predicted to be 95.7% corresponding to a methanol to WCO molar ratio of 6.7, catalyst concentration of 45%, water content of 9% and reaction time of 25 h. However, based on the simultaneously optimization of both the FAME content and the exergy effi ciency, the maximum overall desirability was found at a methanol to WCO molar ratio of 6.7, catalyst concentration of 35%, water content of 12% and reaction time of 20 h to achieve FAME content of 88.6% and exergy effi ciency of 80.1%, respectively.