Process optimization of biodiesel production using antlion optimizer

被引:7
作者
Dinkar, Shail Kumar [1 ]
Deep, Kusum [1 ]
机构
[1] Indian Inst Technol Roorkee, Dept Math, Roorkee 247667, Uttamkhand, India
关键词
Biodiesel; Optimization; Antlion optimizer; Response surface methodology; HETEROGENEOUS CATALYSIS;
D O I
10.1080/02522667.2018.1491821
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
The continuous consumption of energy, particularly fuel received from petroleum products is becoming uncontrollable and contributing to the extreme build-up of greenhouse gases in the environment. The production of biodiesel from the vegetable oils is definitely an alternative source to reduce the ill effects of greenhouse gases. Usually the production of biodiesel (alkyl ester) is performed with transesterification process using response surface methodology. In this paper, the problem of optimizing the production of biodiesel (methyl ester) is performed using a new nature inspired optimization technique called antlion optimizer (ALO). The optimization problem is modelled into a single objective optimization problem and a combination of three parameters called temperature (X-1), methanol/oil ratio (X-2) and dolomite catalyst concentration (X-3) has been optimized to maximize the production of biodiesel (methyl ester). The results show significant improvement in production of methyl ester (biodiesel) yield using proposed Antlion Optimization algorithm.
引用
收藏
页码:1281 / 1294
页数:14
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