A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]

The continuous dependency on fossil fuels for energy requirements, transportation and power generation sectors the research has increased considerably on alternative source of fuel. Recently, it can be seen that Madhuca Indica Methyl Ester is gaining popularity due to its economical nature, the simi...

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Main Authors: Gugulothu, Santhosh Kumar, Panda, Jibitesh Kumar, Sastry, G.R.K., Mishra, Sruti Ranjan
Format: Article
Language:English
Published: Universiti Teknologi MARA 2021
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Online Access:http://ir.uitm.edu.my/id/eprint/47620/1/47620.pdf
http://ir.uitm.edu.my/id/eprint/47620/
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Institution: Universiti Teknologi Mara
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spelling my.uitm.ir.476202021-06-16T02:13:36Z http://ir.uitm.edu.my/id/eprint/47620/ A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.] Gugulothu, Santhosh Kumar Panda, Jibitesh Kumar Sastry, G.R.K. Mishra, Sruti Ranjan Mechanical movements Machine construction (General) Miscellaneous motors and engines.Including gas, gasoline, diesel engines The continuous dependency on fossil fuels for energy requirements, transportation and power generation sectors the research has increased considerably on alternative source of fuel. Recently, it can be seen that Madhuca Indica Methyl Ester is gaining popularity due to its economical nature, the similarity with diesel’s properties. The primary aim of this research is to implement blends of Machuca Indica biodiesel using two different additives, 2-EHN and triacetin in different ratios for investigating single cylinder direct injection diesel engine output. In the current analysis, a Taguchi optimisation technique based on fuzzy logic is used to find the optimal combination of emission and performance parameters in order to make prediction of optimal input blends. It shows that the cylinder pressure of the blends is always higher than diesel. Among all blends, BL2 possesses the highest cylinder pressure under various load conditions. In terms of brake thermal efficiency, Among the blends, BL2 and BL3 possess BTE 12%, and 11% more than plain diesel in full load respectively. At maximum load, BSFC of Blend 2, 3 and 6 are (25, 22.5, 20)% less than plain diesel. BL5, BL6 and BL7 produced 3%, 1% and 0.3% less NOx than diesel. It is seen that BL2, BL3 and BL5 had lowermost UHC emission of 34%, 27% and 26% than pure diesel at maximum load. This multi-objective optimization technique shows that the blend BL6 have optimal MPCI value of 0.75. Universiti Teknologi MARA 2021-01 Article PeerReviewed text en http://ir.uitm.edu.my/id/eprint/47620/1/47620.pdf ID47620 Gugulothu, Santhosh Kumar and Panda, Jibitesh Kumar and Sastry, G.R.K. and Mishra, Sruti Ranjan (2021) A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]. Journal of Mechanical Engineering (JMechE), 8 (1). pp. 53-72. ISSN (eISSN): 2550-164X https://jmeche.uitm.edu.my/
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Mechanical movements
Machine construction (General)
Miscellaneous motors and engines.Including gas, gasoline, diesel engines
spellingShingle Mechanical movements
Machine construction (General)
Miscellaneous motors and engines.Including gas, gasoline, diesel engines
Gugulothu, Santhosh Kumar
Panda, Jibitesh Kumar
Sastry, G.R.K.
Mishra, Sruti Ranjan
A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]
description The continuous dependency on fossil fuels for energy requirements, transportation and power generation sectors the research has increased considerably on alternative source of fuel. Recently, it can be seen that Madhuca Indica Methyl Ester is gaining popularity due to its economical nature, the similarity with diesel’s properties. The primary aim of this research is to implement blends of Machuca Indica biodiesel using two different additives, 2-EHN and triacetin in different ratios for investigating single cylinder direct injection diesel engine output. In the current analysis, a Taguchi optimisation technique based on fuzzy logic is used to find the optimal combination of emission and performance parameters in order to make prediction of optimal input blends. It shows that the cylinder pressure of the blends is always higher than diesel. Among all blends, BL2 possesses the highest cylinder pressure under various load conditions. In terms of brake thermal efficiency, Among the blends, BL2 and BL3 possess BTE 12%, and 11% more than plain diesel in full load respectively. At maximum load, BSFC of Blend 2, 3 and 6 are (25, 22.5, 20)% less than plain diesel. BL5, BL6 and BL7 produced 3%, 1% and 0.3% less NOx than diesel. It is seen that BL2, BL3 and BL5 had lowermost UHC emission of 34%, 27% and 26% than pure diesel at maximum load. This multi-objective optimization technique shows that the blend BL6 have optimal MPCI value of 0.75.
format Article
author Gugulothu, Santhosh Kumar
Panda, Jibitesh Kumar
Sastry, G.R.K.
Mishra, Sruti Ranjan
author_facet Gugulothu, Santhosh Kumar
Panda, Jibitesh Kumar
Sastry, G.R.K.
Mishra, Sruti Ranjan
author_sort Gugulothu, Santhosh Kumar
title A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]
title_short A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]
title_full A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]
title_fullStr A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]
title_full_unstemmed A multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / Santhosh Kumar Gugulothu … [et al.]
title_sort multi-objective optimization of output parameters of a single cylinder diesel engine running methyl esters and different additives: taguchi-fuzzy based approach / santhosh kumar gugulothu … [et al.]
publisher Universiti Teknologi MARA
publishDate 2021
url http://ir.uitm.edu.my/id/eprint/47620/1/47620.pdf
http://ir.uitm.edu.my/id/eprint/47620/
https://jmeche.uitm.edu.my/
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