Prediction and Optimization of The Effect of Ethanol Pre-Treatment on The Tensile Strength of Permanganate Treated Bamboo Fibers

Author:

Makhatha Mamookho Elizabeth1,Imoisili Patrick Ehi1,Jen Tien-Chien1

Affiliation:

1. University of Johannesburg

Abstract

Abstract

In this study, Natural fibres (NF) from bamboo bundles was modified by first pre-treated with Ethanol, followed by potassium permanganate (KMnO4) in Acetone solution at varied concentrations and time durations. To optimize the influence of ethanol pre-treatment and KmnO4 treatment at varied concentration and duration on the tensile strength (TS) of the modified bamboo fibres (BmF), Response surface methodology (RSM) via Box – Behnken design (BBD), was employed. The treatment parameter greatly effects the TS of the BmF as shown by the surface morphology observed by scanning electron microscope (SEM) and analysis of variance (ANOVA). The ANOVA reveal the statistically significant of the model at a significance level of P < 0.0001. The optimal predicted conditions by the model were validated by experimental analysis, and result obtained indicated a 98.29% agreement between the model predictions and empirical values, thus affirming the optimum point of these variables. This investigation has demonstrated that utilizing RAM model via BBD approach is an effective way to get ideal values for treated NF mechanical characteristics at a lower cost and in less time for variety of applications, hence conserving time and resources.

Publisher

Springer Science and Business Media LLC

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