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Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology

Magnesium phosphate cement (MPC) is a promising alternative cement. However, the rheological property of this new binder is still to be explored. In this study, Response Surface Methodology (RSM) was adopted with Central Composite Design (CCD) to establish mathematical models describing the rheologi...

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Autores principales: Yue, Yanfei, Ren, Jun, Yang, Kai, Wang, Danqian, Qian, Jueshi, Bai, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573288/
https://www.ncbi.nlm.nih.gov/pubmed/36234160
http://dx.doi.org/10.3390/ma15196815
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author Yue, Yanfei
Ren, Jun
Yang, Kai
Wang, Danqian
Qian, Jueshi
Bai, Yun
author_facet Yue, Yanfei
Ren, Jun
Yang, Kai
Wang, Danqian
Qian, Jueshi
Bai, Yun
author_sort Yue, Yanfei
collection PubMed
description Magnesium phosphate cement (MPC) is a promising alternative cement. However, the rheological property of this new binder is still to be explored. In this study, Response Surface Methodology (RSM) was adopted with Central Composite Design (CCD) to establish mathematical models describing the rheological characteristics of MPC in terms of initial mini slump (Y(1)), mini-slump loss (Y(2)), yield stress (Y(3)) and plastic viscosity (Y(4)), as a function of three independent variables, namely, water-to-solid ratio (W/S ratio, X(1)), MgO to MKP ratio (M/P ratio, X(2)) and borax dosage (X(3)). The results show that the M/P ratio and borax dosage could significantly affect the yield stress and mini-slump loss of MPC, while the W/S ratio was the significant coefficient influencing plastic viscosity and initial mini slump. The numerical optimised values of X(1), X(2) and X(3) were 0.280, 7.528 and 0.170, respectively, and an MPC paste with desirable rheological characteristics (Y(1) 161.858 mm, Y(2) 11.282, Y(3) 0.680 Pa, Y(4) 0.263 Pa·s) with the highest desirability of 0.867 can be obtained.
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spelling pubmed-95732882022-10-17 Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology Yue, Yanfei Ren, Jun Yang, Kai Wang, Danqian Qian, Jueshi Bai, Yun Materials (Basel) Article Magnesium phosphate cement (MPC) is a promising alternative cement. However, the rheological property of this new binder is still to be explored. In this study, Response Surface Methodology (RSM) was adopted with Central Composite Design (CCD) to establish mathematical models describing the rheological characteristics of MPC in terms of initial mini slump (Y(1)), mini-slump loss (Y(2)), yield stress (Y(3)) and plastic viscosity (Y(4)), as a function of three independent variables, namely, water-to-solid ratio (W/S ratio, X(1)), MgO to MKP ratio (M/P ratio, X(2)) and borax dosage (X(3)). The results show that the M/P ratio and borax dosage could significantly affect the yield stress and mini-slump loss of MPC, while the W/S ratio was the significant coefficient influencing plastic viscosity and initial mini slump. The numerical optimised values of X(1), X(2) and X(3) were 0.280, 7.528 and 0.170, respectively, and an MPC paste with desirable rheological characteristics (Y(1) 161.858 mm, Y(2) 11.282, Y(3) 0.680 Pa, Y(4) 0.263 Pa·s) with the highest desirability of 0.867 can be obtained. MDPI 2022-09-30 /pmc/articles/PMC9573288/ /pubmed/36234160 http://dx.doi.org/10.3390/ma15196815 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yue, Yanfei
Ren, Jun
Yang, Kai
Wang, Danqian
Qian, Jueshi
Bai, Yun
Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology
title Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology
title_full Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology
title_fullStr Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology
title_full_unstemmed Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology
title_short Investigation and Optimisation of the Rheological Properties of Magnesium Potassium Phosphate Cement with Response Surface Methodology
title_sort investigation and optimisation of the rheological properties of magnesium potassium phosphate cement with response surface methodology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573288/
https://www.ncbi.nlm.nih.gov/pubmed/36234160
http://dx.doi.org/10.3390/ma15196815
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