Optimising hybrid Fibre and nanocellulose reinforced engineered cementitious composites using Taguchi-TOPSIS analysis

A structured approach to optimising the constituents of engineered cementitious composites (ECC) is crucial for reducing resource intensity and improving design efficiency. This study presents the design of a novel sustainable ECC that simultaneously achieves high strength and ductility, incorporating hybrid fibres, nanocellulose (NC), and high volumes of fly ash and silica fume. A novel approach utilising the hybrid application of Taguchi- Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) methods is adopted for the design, enabling systematic and precise adjustment of mix constituents and leading to optimised performance. The standard Taguchi orthogonal array, consisting of four factors, i.e. fly ash to silica fume ratio, water-to-binder ratio, fibre proportions, and nanocellulose dosage, was used to design the mix. The optimum combination of these constituents was determined to maximize five key response parameters: compressive strength, elastic modulus, flexural strength, tensile strength, and ultimate tensile strain. Results indicated that fly ash to silica fume ratio of 1:0.2, a water to binder ratio of 0.22, 1.5% polyethylene + 0.75% steel fibre by volume, and 0.25% NC by weight represent the optimal mix design. This mix achieved a compressive strength of 71 MPa, an elastic modulus of 30 GPa, a flexural strength of 17 MPa, an ultimate tensile strength of 4 MPa, and an ultimate tensile strain of 3%. The optimal design was further validated by experimental results, which showed that the optimized mix outperformed all other mixes in all indices. This further demonstrates the effectiveness of the design method and the potential for successfully incorporating nanocellulose in ECC designs. • Development of an optimal design of a novel and green NC-reinforced hybrid ECC using an integrated Taguchi–TOPSIS approach. • 0.25 wt% NC, 1.5 vol% PE and 0.75 ol% steel fibre combination is found to be optimal for superior compressive and tensile performance. • Optimal mix achieved high performance, with a compressive strength of 71 MPa and a tensile strain of 3%. • The proposed method offers a systematic, multi-response optimisation framework for designing complex ECC mixes.

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Publication Details

Journal
Materials Today Sustainability
Published
2025-09-23
DOI
https://doi.org/10.1016/j.mtsust.2025.101224
Primary Topic
Advanced Cellulose Research Studies
Type
article
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article

Optimising hybrid Fibre and nanocellulose reinforced engineered cementitious composites using Taguchi-TOPSIS analysis

S. Rawat, H. Withana, Y.X. Zhang
Materials Today Sustainability
Advanced Cellulose Research Studies
article

Optimising hybrid Fibre and nanocellulose reinforced engineered cementitious composites using Taguchi-TOPSIS analysis

S. Rawat, H. Withana, Y.X. Zhang
article en

Abstract

A structured approach to optimising the constituents of engineered cementitious composites (ECC) is crucial for reducing resource intensity and improving design efficiency. This study presents the design of a novel sustainable ECC that simultaneously achieves high strength and ductility, incorporating hybrid fibres, nanocellulose (NC), and high volumes of fly ash and silica fume. A novel approach utilising the hybrid application of Taguchi- Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) methods is adopted for the design, enabling systematic and precise adjustment of mix constituents and leading to optimised performance. The standard Taguchi orthogonal array, consisting of four factors, i.e. fly ash to silica fume ratio, water-to-binder ratio, fibre proportions, and nanocellulose dosage, was used to design the mix. The optimum combination of these constituents was determined to maximize five key response parameters: compressive strength, elastic modulus, flexural strength, tensile strength, and ultimate tensile strain. Results indicated that fly ash to silica fume ratio of 1:0.2, a water to binder ratio of 0.22, 1.5% polyethylene + 0.75% steel fibre by volume, and 0.25% NC by weight represent the optimal mix design. This mix achieved a compressive strength of 71 MPa, an elastic modulus of 30 GPa, a flexural strength of 17 MPa, an ultimate tensile strength of 4 MPa, and an ultimate tensile strain of 3%. The optimal design was further validated by experimental results, which showed that the optimized mix outperformed all other mixes in all indices. This further demonstrates the effectiveness of the design method and the potential for successfully incorporating nanocellulose in ECC designs. • Development of an optimal design of a novel and green NC-reinforced hybrid ECC using an integrated Taguchi–TOPSIS approach. • 0.25 wt% NC, 1.5 vol% PE and 0.75 ol% steel fibre combination is found to be optimal for superior compressive and tensile performance. • Optimal mix achieved high performance, with a compressive strength of 71 MPa and a tensile strain of 3%. • The proposed method offers a systematic, multi-response optimisation framework for designing complex ECC mixes.

Materials Today SustainabilityVol. 32
University of Technology Sydney (AU), Western Sydney University (AU)
Openalex Percentile: Top 83%
Advanced Cellulose Research Studies
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