Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil

The current study aimed at using a simplex lattice mixture design in designing the experiments, evaluating the results, and optimizing the contents of lime, micro silica, and coir fiber for enhancing the strength property of a residual soil. The effect of the independent variables (lime content, mic...

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Main Authors: Emmanuel, E., Fogne Appiah, N., Agyemang, P., Abunde Neba, F., Nyam, Y.S., Ndip, G., Ndam, D.
Format: Article
Published: Taylor and Francis Inc. 2020
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089669349&doi=10.1080%2f15440478.2020.1807445&partnerID=40&md5=8578ff52021a725991811444f94463a5
http://eprints.utp.edu.my/32439/
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spelling my.utp.eprints.324392022-03-29T04:31:00Z Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil Emmanuel, E. Fogne Appiah, N. Agyemang, P. Abunde Neba, F. Nyam, Y.S. Ndip, G. Ndam, D. The current study aimed at using a simplex lattice mixture design in designing the experiments, evaluating the results, and optimizing the contents of lime, micro silica, and coir fiber for enhancing the strength property of a residual soil. The effect of the independent variables (lime content, micro silica content, and coir fiber content) on the strength property (unconfined compressive strength (UCS)) was investigated by analysis of variance. Besides, strength optimization was carried out using the desirability function approach to determine the optimum additive combinations in achieving maximum strength. The results showed that the fitted model demonstrated a high determination coefficient (98.61). The optimization of the variables illustrated that utilizing 7.10 micro silica, 2.32 lime, and 0.59 coir fiber produced an optimum UCS of 827.93 kPa with a designated maximum desirability function of (D = 1.00). Also, the predicted optimum combinations were experimentally tested to check the accuracy and dependability of the optimized conditions. The findings show a good correlation between the experimental values and the predicted optimized values by the developed model. Therefore, the developed model is rationally accurate for forecasting the UCS of the lime-micro silica stabilized coir fiber-reinforced soil. © 2020 Taylor & Francis. Taylor and Francis Inc. 2020 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089669349&doi=10.1080%2f15440478.2020.1807445&partnerID=40&md5=8578ff52021a725991811444f94463a5 Emmanuel, E. and Fogne Appiah, N. and Agyemang, P. and Abunde Neba, F. and Nyam, Y.S. and Ndip, G. and Ndam, D. (2020) Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil. Journal of Natural Fibers . http://eprints.utp.edu.my/32439/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description The current study aimed at using a simplex lattice mixture design in designing the experiments, evaluating the results, and optimizing the contents of lime, micro silica, and coir fiber for enhancing the strength property of a residual soil. The effect of the independent variables (lime content, micro silica content, and coir fiber content) on the strength property (unconfined compressive strength (UCS)) was investigated by analysis of variance. Besides, strength optimization was carried out using the desirability function approach to determine the optimum additive combinations in achieving maximum strength. The results showed that the fitted model demonstrated a high determination coefficient (98.61). The optimization of the variables illustrated that utilizing 7.10 micro silica, 2.32 lime, and 0.59 coir fiber produced an optimum UCS of 827.93 kPa with a designated maximum desirability function of (D = 1.00). Also, the predicted optimum combinations were experimentally tested to check the accuracy and dependability of the optimized conditions. The findings show a good correlation between the experimental values and the predicted optimized values by the developed model. Therefore, the developed model is rationally accurate for forecasting the UCS of the lime-micro silica stabilized coir fiber-reinforced soil. © 2020 Taylor & Francis.
format Article
author Emmanuel, E.
Fogne Appiah, N.
Agyemang, P.
Abunde Neba, F.
Nyam, Y.S.
Ndip, G.
Ndam, D.
spellingShingle Emmanuel, E.
Fogne Appiah, N.
Agyemang, P.
Abunde Neba, F.
Nyam, Y.S.
Ndip, G.
Ndam, D.
Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil
author_facet Emmanuel, E.
Fogne Appiah, N.
Agyemang, P.
Abunde Neba, F.
Nyam, Y.S.
Ndip, G.
Ndam, D.
author_sort Emmanuel, E.
title Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil
title_short Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil
title_full Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil
title_fullStr Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil
title_full_unstemmed Simplex Lattice Strength Optimization of Lime-micro Silica Stabilized Coir Fiber-reinforced Soil
title_sort simplex lattice strength optimization of lime-micro silica stabilized coir fiber-reinforced soil
publisher Taylor and Francis Inc.
publishDate 2020
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089669349&doi=10.1080%2f15440478.2020.1807445&partnerID=40&md5=8578ff52021a725991811444f94463a5
http://eprints.utp.edu.my/32439/
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score 13.211869