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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9573288 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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