Case study: Statistical analysis of eurycomanone yield using a full factorial design

Eurycoma longifolia, also known as Tongkat Ali, is popular in Asia due to its aphrodisiac properties. The root extract also exhibits cytotoxic, anti-ulcer, antitumour, antipyretic, antischistosomal and antimalarial activities. This work focuses on the development of experimental design to find a set...

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Main Authors: Abdul-Aziz, A., Yaakob, H., Aziz, R., Rahman, R. A., Ngadiran, S., Muhammad, M. F., Harun, N. H., Zamri, W. M. W., Rosly, E. S.
Format: Book Section
Published: wiley 2013
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Online Access:http://eprints.utm.my/id/eprint/74671/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017026313&doi=10.1002%2f9781118434635.ch04&partnerID=40&md5=ddbd4e8019d7ad70ac9d1fd13493052b
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spelling my.utm.746712017-11-23T00:46:07Z http://eprints.utm.my/id/eprint/74671/ Case study: Statistical analysis of eurycomanone yield using a full factorial design Abdul-Aziz, A. Yaakob, H. Aziz, R. Rahman, R. A. Ngadiran, S. Muhammad, M. F. Harun, N. H. Zamri, W. M. W. Rosly, E. S. TP Chemical technology Eurycoma longifolia, also known as Tongkat Ali, is popular in Asia due to its aphrodisiac properties. The root extract also exhibits cytotoxic, anti-ulcer, antitumour, antipyretic, antischistosomal and antimalarial activities. This work focuses on the development of experimental design to find a set of optimum process variables for water extraction of Eurycoma longifolia roots. A two level full factorial design has been successfully employed to generate a linear regression model for the process variables (solvent to raw material ratio, extraction time and particle size) with eurycomanone yield as the response. The regression model was statistically significant with R2 of 0.98; the residuals of the model are normally distributed. The factor that presented has the strongest influence on yield was solvent-to-raw material ratio, followed by extraction time. The interaction effect between ratio and particle size on eurycomanone yield was also significant in this model. The validity of this analysis is limited to water extraction at 100°C with an agitation rate of 400rpm. wiley 2013 Book Section PeerReviewed Abdul-Aziz, A. and Yaakob, H. and Aziz, R. and Rahman, R. A. and Ngadiran, S. and Muhammad, M. F. and Harun, N. H. and Zamri, W. M. W. and Rosly, E. S. (2013) Case study: Statistical analysis of eurycomanone yield using a full factorial design. In: Mathematical and Statistical Methods in Food Science and Technology. wiley, pp. 43-54. ISBN 978-111843463-5 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017026313&doi=10.1002%2f9781118434635.ch04&partnerID=40&md5=ddbd4e8019d7ad70ac9d1fd13493052b
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TP Chemical technology
spellingShingle TP Chemical technology
Abdul-Aziz, A.
Yaakob, H.
Aziz, R.
Rahman, R. A.
Ngadiran, S.
Muhammad, M. F.
Harun, N. H.
Zamri, W. M. W.
Rosly, E. S.
Case study: Statistical analysis of eurycomanone yield using a full factorial design
description Eurycoma longifolia, also known as Tongkat Ali, is popular in Asia due to its aphrodisiac properties. The root extract also exhibits cytotoxic, anti-ulcer, antitumour, antipyretic, antischistosomal and antimalarial activities. This work focuses on the development of experimental design to find a set of optimum process variables for water extraction of Eurycoma longifolia roots. A two level full factorial design has been successfully employed to generate a linear regression model for the process variables (solvent to raw material ratio, extraction time and particle size) with eurycomanone yield as the response. The regression model was statistically significant with R2 of 0.98; the residuals of the model are normally distributed. The factor that presented has the strongest influence on yield was solvent-to-raw material ratio, followed by extraction time. The interaction effect between ratio and particle size on eurycomanone yield was also significant in this model. The validity of this analysis is limited to water extraction at 100°C with an agitation rate of 400rpm.
format Book Section
author Abdul-Aziz, A.
Yaakob, H.
Aziz, R.
Rahman, R. A.
Ngadiran, S.
Muhammad, M. F.
Harun, N. H.
Zamri, W. M. W.
Rosly, E. S.
author_facet Abdul-Aziz, A.
Yaakob, H.
Aziz, R.
Rahman, R. A.
Ngadiran, S.
Muhammad, M. F.
Harun, N. H.
Zamri, W. M. W.
Rosly, E. S.
author_sort Abdul-Aziz, A.
title Case study: Statistical analysis of eurycomanone yield using a full factorial design
title_short Case study: Statistical analysis of eurycomanone yield using a full factorial design
title_full Case study: Statistical analysis of eurycomanone yield using a full factorial design
title_fullStr Case study: Statistical analysis of eurycomanone yield using a full factorial design
title_full_unstemmed Case study: Statistical analysis of eurycomanone yield using a full factorial design
title_sort case study: statistical analysis of eurycomanone yield using a full factorial design
publisher wiley
publishDate 2013
url http://eprints.utm.my/id/eprint/74671/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017026313&doi=10.1002%2f9781118434635.ch04&partnerID=40&md5=ddbd4e8019d7ad70ac9d1fd13493052b
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