NDLI: Multi-variable optimization of diesel engine fuelled with biodiesel using grey-Taguchi method

Content Provider	Springer Nature Link
Author	Jamal, Younis Masood, Imran Shah, Asad Naeem Gul, Mustabshirha
Copyright Year	2015
Abstract	The current work is aimed at the correlated multiple criteria optimization of various parameters of a turbocharged, direct injection, compression ignition engine alternatively fuelled with neat biodiesel and its 20 % blend with commercial diesel (B20) using grey–Taguchi method (GTM). The GTM converts multiple objectives of a problem into a single-objective function by an optimization technique. The process environment consisting of three input variables such as type of fuel, engine speed, and load was considered in this study. An orthogonal array was used for the design of experiments on the basis of L$_{9}$ (3$^{3}$). The optimal parameters were determined by the grey relational grade based on GTM. The consequent optimal combination of input parameters was used to maximize the output parameters including engine torque, brake power, heat release, and injection pressure with the possible diminution of brake specific fuel consumption of the engine. During the study, it was found that B20 as a fuel, 1,800 rpm as a speed, and 100 % as a load offer an optimal parametric combination at which the desired output results are achieved. Moreover, analysis of variance approach based on statistical software of Minitab 16 was used to investigate the comparative impacts of input variables on the output responses. It was known that load is the predominant factor with an influence of 92.42 % on the output parameters. Finally, a confirmatory test was performed to validate the results using artificial neural network in MATLAB.
Starting Page	621
Ending Page	632
Page Count	12
File Format	PDF
ISSN	16785878
Journal	Journal of the Brazilian Society of Mechanical Sciences and Engineering
Volume Number	38
Issue Number	2
e-ISSN	18063691
Language	English
Publisher	Springer Berlin Heidelberg
Publisher Date	2015-02-10
Publisher Place	Berlin, Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	ANN Biodiesels Diesel engine Grey–Taguchi method Mechanical Engineering Optimization
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Industrial and Manufacturing Engineering Automotive Engineering Mechanical Engineering Aerospace Engineering

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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