Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology

Ethanol production by co-culture of ragi tapai and Saccharomyces cerevisiae from unhydrolyzed cassava starch without addition of enzymes was conducted in a 2 L batch fermentor. Taguchi's method with orthogonal array of L8 was applied in design of experiment (DOE) and the results were analyzed u...

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Main Authors: Azmi, A.S., Ngoh, C.G., Mel, M.
Format: Article
Published: Academic Journals 2011
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Online Access:http://eprints.um.edu.my/14539/
https://www.ajol.info/index.php/ajb/article/view/98683
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spelling my.um.eprints.145392021-02-26T06:55:10Z http://eprints.um.edu.my/14539/ Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology Azmi, A.S. Ngoh, C.G. Mel, M. Q Science (General) Ethanol production by co-culture of ragi tapai and Saccharomyces cerevisiae from unhydrolyzed cassava starch without addition of enzymes was conducted in a 2 L batch fermentor. Taguchi's method with orthogonal array of L8 was applied in design of experiment (DOE) and the results were analyzed using MINITAB v14 software. Seven factors: Nitrogen-phosphorus-potassium (NPK), urea, fermentation temperature, ragi tapai concentration, S. cerevisiae concentration, agitation and co-culturing time were varied at two levels for each factor. The significant factors for the production of ethanol were determined by setting S/N ratio to ``larger-is-better'' for high yield ethanol and ``smaller-is-better'' for low yield of ethanol byproducts. The optimum values obtained for each factor were similar to each other. Both have optimum factors of: Urea at 0.8 w/w%, dry ragi tapai and S. cerevisiae concentrations each at 10 w/w%, co-culturing time at 3 h gap, NPK at 0.09 w/w% and agitation speed at 100 rpm. The fermentation temperature for high ethanol yield was 35 degrees C, whereas for the byproducts was 30 degrees C. From the validation experiment conducted at 30 degrees C in 10 L fermentor, the ethanol concentration obtained was 68.00 g/L, while all byproducts concentrations were below 9.00 g/L at the end of the fermentation. Academic Journals 2011 Article PeerReviewed Azmi, A.S. and Ngoh, C.G. and Mel, M. (2011) Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology. African Journal of Biotechnology, 10 (81, SI). pp. 18833-18841. ISSN 1684-5315 https://www.ajol.info/index.php/ajb/article/view/98683 doi:10.5897/AJB11.2762
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic Q Science (General)
spellingShingle Q Science (General)
Azmi, A.S.
Ngoh, C.G.
Mel, M.
Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology
description Ethanol production by co-culture of ragi tapai and Saccharomyces cerevisiae from unhydrolyzed cassava starch without addition of enzymes was conducted in a 2 L batch fermentor. Taguchi's method with orthogonal array of L8 was applied in design of experiment (DOE) and the results were analyzed using MINITAB v14 software. Seven factors: Nitrogen-phosphorus-potassium (NPK), urea, fermentation temperature, ragi tapai concentration, S. cerevisiae concentration, agitation and co-culturing time were varied at two levels for each factor. The significant factors for the production of ethanol were determined by setting S/N ratio to ``larger-is-better'' for high yield ethanol and ``smaller-is-better'' for low yield of ethanol byproducts. The optimum values obtained for each factor were similar to each other. Both have optimum factors of: Urea at 0.8 w/w%, dry ragi tapai and S. cerevisiae concentrations each at 10 w/w%, co-culturing time at 3 h gap, NPK at 0.09 w/w% and agitation speed at 100 rpm. The fermentation temperature for high ethanol yield was 35 degrees C, whereas for the byproducts was 30 degrees C. From the validation experiment conducted at 30 degrees C in 10 L fermentor, the ethanol concentration obtained was 68.00 g/L, while all byproducts concentrations were below 9.00 g/L at the end of the fermentation.
format Article
author Azmi, A.S.
Ngoh, C.G.
Mel, M.
author_facet Azmi, A.S.
Ngoh, C.G.
Mel, M.
author_sort Azmi, A.S.
title Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology
title_short Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology
title_full Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology
title_fullStr Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology
title_full_unstemmed Prediction of significant factors in the production of ethanol by ragi tapai co-culture using Taguchi methodology
title_sort prediction of significant factors in the production of ethanol by ragi tapai co-culture using taguchi methodology
publisher Academic Journals
publishDate 2011
url http://eprints.um.edu.my/14539/
https://www.ajol.info/index.php/ajb/article/view/98683
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score 13.160551