{"title":"Impacts of the rheological performance on dynamic printing of metakaolin-based geopolymer","authors":"Yanhong Jia , Yao Chen , Yanchen Li , Huirong Le","doi":"10.1016/j.clay.2025.107849","DOIUrl":null,"url":null,"abstract":"<div><div>The three-dimensional (3D) printing of geopolymers has considerable potential for reducing energy consumption and waste material generation. However, the increase in material viscosity and elasticity during geopolymerization significantly affects the 3D printing process, causing material flow interruption, nozzle clogging, and slumping if not properly controlled. These challenges are particularly prevalent in alkali-activated geopolymer systems, which tend to cure rapidly. In this research, the effect of varying contents of NaOH (2.5, 3.5, 4.5, and 5.5 g) mixed with 15 g of a silica sol on the rheological properties of metakaolin-based geopolymers was systematically investigated. The Benbow–Bridgwater model was used to calculate the yield and wall shear stresses, which were incorporated into the Carreau model to optimize the extrusion parameters. To account for the dynamic changes in the rheological performance, a Grasshopper-based plugin in Rhinoceros was developed to generate G-code files for the real-time adjustment of key printing parameters, including the layer height (0.4–0.8 mm), printing speed (40–120 mm/s), and extrusion pressure (50–200 kPa). The experimental results demonstrated that dynamic parameter optimization significantly improved the printing quality. For example, the number of stacked layers in Na<sub>3.5</sub>KL<sub>1.2</sub>HP<sub>0.5</sub> (KL = kaolin and HP = hydroxypropyl methylcellulose) increased to ∼40, representing ∼33 % improvement compared to that achieved when using the original printing method. Additionally, the slump ratio improved by 5 %–10 %, indicating enhanced shape retention capability during printing. These findings highlight the importance of tailoring printing parameters to the evolving rheological properties of geopolymers.</div></div>","PeriodicalId":245,"journal":{"name":"Applied Clay Science","volume":"273 ","pages":"Article 107849"},"PeriodicalIF":5.3000,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Clay Science","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0169131725001541","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0
Abstract
The three-dimensional (3D) printing of geopolymers has considerable potential for reducing energy consumption and waste material generation. However, the increase in material viscosity and elasticity during geopolymerization significantly affects the 3D printing process, causing material flow interruption, nozzle clogging, and slumping if not properly controlled. These challenges are particularly prevalent in alkali-activated geopolymer systems, which tend to cure rapidly. In this research, the effect of varying contents of NaOH (2.5, 3.5, 4.5, and 5.5 g) mixed with 15 g of a silica sol on the rheological properties of metakaolin-based geopolymers was systematically investigated. The Benbow–Bridgwater model was used to calculate the yield and wall shear stresses, which were incorporated into the Carreau model to optimize the extrusion parameters. To account for the dynamic changes in the rheological performance, a Grasshopper-based plugin in Rhinoceros was developed to generate G-code files for the real-time adjustment of key printing parameters, including the layer height (0.4–0.8 mm), printing speed (40–120 mm/s), and extrusion pressure (50–200 kPa). The experimental results demonstrated that dynamic parameter optimization significantly improved the printing quality. For example, the number of stacked layers in Na3.5KL1.2HP0.5 (KL = kaolin and HP = hydroxypropyl methylcellulose) increased to ∼40, representing ∼33 % improvement compared to that achieved when using the original printing method. Additionally, the slump ratio improved by 5 %–10 %, indicating enhanced shape retention capability during printing. These findings highlight the importance of tailoring printing parameters to the evolving rheological properties of geopolymers.
期刊介绍:
Applied Clay Science aims to be an international journal attracting high quality scientific papers on clays and clay minerals, including research papers, reviews, and technical notes. The journal covers typical subjects of Fundamental and Applied Clay Science such as:
• Synthesis and purification
• Structural, crystallographic and mineralogical properties of clays and clay minerals
• Thermal properties of clays and clay minerals
• Physico-chemical properties including i) surface and interface properties; ii) thermodynamic properties; iii) mechanical properties
• Interaction with water, with polar and apolar molecules
• Colloidal properties and rheology
• Adsorption, Intercalation, Ionic exchange
• Genesis and deposits of clay minerals
• Geology and geochemistry of clays
• Modification of clays and clay minerals properties by thermal and physical treatments
• Modification by chemical treatments with organic and inorganic molecules(organoclays, pillared clays)
• Modification by biological microorganisms. etc...