Online Monitoring for 3D Printable Geopolymers (2025-07)¶
10.1016/j.conbuildmat.2025.142480
,
Journal Article - Construction and Building Materials, Vol. 490, No. 142480
Abstract
This study examines how mixing sequences affect the rheological and structural properties of a hybrid geopolymer mortar consisting of fly ash and ground granulated blast furnace slag for extrusion-based 3D printing. The slug test with automated image analysis is applied as an online measurement method on an identical printing head, representing a novel application of this approach to a 3D printable geopolymer. This enables real-time monitoring of the impact of the mixing sequence on dynamic yield stress, slug frequency, slug length, and extruded mass. Additionally, optical analysis of the extruded slugs improves the evaluation of the 3D printable geopolymers. Validation of the slug test results is performed through vibrated flow spread, structuration rate testing, thermogravimetric analysis, and scanning electron microscopy (SEM). The results demonstrate that the mixing sequence of the liquid components critically influences reaction kinetics by modulating local pH and ion distribution. SEM images reveal that the early structural formation is directly linked to the printability window. The results indicate that optimised sample preparation balances early-age shear-thinning behaviour, resulting in improved printability. Therefore, the slug test with automated image analysis is an effective, simple method for evaluating printability and dynamic yield stress under real 3D printing conditions with the perspective of implementing this as a fully automated inline testing method.
¶
38 References
- Bos Derk, Wolfs Robert (2022-06)
Automated Visual Inspection of Near-Nozzle Droplet-Formation for Quality-Control of Additive Manufacturing - Bos Derk, Wolfs Robert (2023-12)
A Quality-Control Framework for Digital Fabrication with Concrete - Chajec Adrian, Šavija Branko (2024-09)
The Effect of Using Surface Functionalized Granite-Powder-Waste on Fresh Properties of 3D Printed Cementitious Composites - Chen Kailun, Liu Qiong, Chen Bing, Zhang Shishun et al. (2024-01)
A Review on Effect of Raw Materials on the Performance of 3D Printed Geopolymer System for Construction - Demont Léo, Mesnil Romain, Ducoulombier Nicolas, Caron Jean-François (2023-10)
Affordable In-Line Structuration Measurements of Printable Mortar with a Pocket-Shear-Vane - Ducoulombier Nicolas, Carneau Paul, Mesnil Romain, Demont Léo et al. (2020-07)
The Slug-Test:
In-Line-Assessment of Yield-Stress for Extrusion-Based Additive Manufacturing - Ducoulombier Nicolas, Mesnil Romain, Carneau Paul, Demont Léo et al. (2021-05)
The “Slugs-Test” for Extrusion-Based Additive Manufacturing:
Protocol, Analysis and Practical Limits - García Rodrigo, Dokladalova Eva, Dokládal Petr, Caron Jean-François et al. (2022-09)
In-Line Monitoring of 3D Concrete Printing Using Computer-Vision - Gu Yucun, Khayat Kamal (2024-05)
Extrudability Window and Off-Line Test-Methods to Predict Buildability of 3D Printing Concrete - Guo Xiaolu, Yang Junyi, Xiong Guiyan (2020-09)
Influence of Supplementary Cementitious Materials on Rheological Properties of 3D Printed Fly-Ash-Based Geopolymer - Hu Hailong, Huang Jian, Wang Tiezhu, Manuka Mesfin et al. (2023-09)
Impact of Calcium Sulfoaluminate Cement on Printability and Early Strength Development of a Slag-Based 3D Printing Cementitious Material - Ivanova Irina, Ivaniuk Egor, Bisetti Sameercharan, Nerella Venkatesh et al. (2022-03)
Comparison Between Methods for Indirect Assessment of Buildability in Fresh 3D Printed Mortar and Concrete - Jacquet Yohan, Perrot Arnaud, Picandet Vincent (2020-11)
Assessment of Asymmetrical Rheological Behavior of Cementitious Material for 3D Printing Application - Miranda Luiza, Jovanović Balša, Lesage Karel, Schutter Geert (2023-10)
Geometric Conformability of 3D Concrete Printing Mixtures from a Rheological Perspective - Muthukrishnan Shravan, Ramakrishnan Sayanthan, Sanjayan Jay (2020-09)
Effect of Microwave-Heating on Inter-Layer Bonding and Buildability of Geopolymer 3D Concrete Printing - Panda Biranchi, Paul Suvash, Lim Jian, Tay Yi et al. (2017-08)
Additive Manufacturing of Geopolymer for Sustainable Built Environment - Panda Biranchi, Ruan Shaoqin, Unluer Cise, Tan Ming (2018-11)
Improving the 3D Printability of High-Volume Fly-Ash Mixtures via the Use of Nano-Attapulgite-Clay - Panda Biranchi, Unluer Cise, Tan Ming (2019-08)
Extrusion and Rheology Characterization of Geopolymer Nanocomposites Used in 3D Printing - Pott Ursula, Jakob Cordula, Dorn Tobias, Stephan Dietmar (2023-07)
Investigation of a Shotcrete-Accelerator for Targeted Control of Material-Properties for 3D Concrete Printing Injection-Method - Pott Ursula, Jakob Cordula, Wolf Julian, Stephan Dietmar (2023-06)
Comparison of Physical and Physico-Chemical Methods for 3D Printing Application with the Focus on the Unconfined Uniaxial Compression-Test - Pott Ursula, Stephan Dietmar (2021-04)
Penetration-Test as a Fast Method to Determine Yield-Stress and Structural Build-Up for 3D Printing of Cementitious Materials - Pott Ursula, Wolf Christoph, Petryna Yuri, Stephan Dietmar (2022-09)
Evaluation of the Unconfined Uniaxial Compression-Test to Study the Evolution of Apparent Printable Mortar-Properties During the Early-Age Transition-Regime - Rahman Mahfuzur, Rawat Sanket, Yang Chunhui, Mahil Ahmed et al. (2024-05)
A Comprehensive Review on Fresh and Rheological Properties of 3D Printable Cementitious Composites - Rehman Atta, Kim Jung-Hoon (2021-07)
3D Concrete Printing:
A Systematic Review of Rheology, Mix Designs, Mechanical, Microstructural, and Durability Characteristics - Rehman Atta, Perrot Arnaud, Birru Bizu, Kim Jung-Hoon (2023-09)
Recommendations for Quality-Control in Industrial 3D Concrete Printing Construction with Mono-Component Concrete:
A Critical Evaluation of Ten Test-Methods and the Introduction of the Performance-Index - Roussel Nicolas, Buswell Richard, Ducoulombier Nicolas, Ivanova Irina et al. (2022-06)
Assessing the Fresh Properties of Printable Cement-Based Materials:
High-Potential Tests for Quality-Control - Sando Mona, Stephan Dietmar (2024-06)
The Development of a Fly-Ash-Based Geopolymer for Extrusion-Based 3D Printing, Along with a Printability Prediction Method - Sando Mona, Stephan Dietmar (2025-02)
The Role of Mixing Sequence in Shaping the 3D-Printability of Geopolymers - Tao Yaxin, Ren Qiang, Lesage Karel, Tittelboom Kim et al. (2022-07)
Shape Stability of 3D Printable Concrete with River and Manufactured Sand Characterized by Squeeze Flow - Tay Yi, Qian Ye, Tan Ming (2019-05)
Printability-Region for 3D Concrete Printing Using Slump- and Slump-Flow-Test - Tran Mien, Vu Tran, Nguyen Thi (2023-01)
Simplified Assessment for One-Part 3D Printable Geopolymer Concrete Based on Slump and Slump-Flow Measurements - Wolfs Robert, Bos Derk, Caron Jean-François, Gerke Markus et al. (2024-08)
On-Line and In-Line Quality-Assessment Across All Scale Levels of 3D Concrete Printing - Wolfs Robert, Bos Freek, Salet Theo (2018-06)
Correlation Between Destructive Compression Tests and Non-Destructive Ultrasonic Measurements on Early-Age 3D Printed Concrete - Wolfs Robert, Bos Freek, Salet Theo (2018-02)
Early-Age Mechanical Behaviour of 3D Printed Concrete:
Numerical Modelling and Experimental Testing - Xia Kailun, Chen Yuning, Chen Yu, Jia Zijian et al. (2024-04)
Understanding and Modeling the Plastic Deformation of 3D Printed Concrete Based on Viscoelastic Creep Behavior - Yin Yunchao, Huang Jian, Wang Tiezhu, Yang Rong et al. (2023-09)
Effect of Hydroxypropyl-Methylcellulose on Rheology and Printability of the First Printed Layer of Cement Activated Slag-Based 3D Printing Concrete - Yuan Qiang, Li Zemin, Zhou Dajun, Huang Tingjie et al. (2019-08)
A Feasible Method for Measuring the Buildability of Fresh 3D Printing Mortar - Zhang Chao, Hou Zeyu, Chen Chun, Zhang Yamei et al. (2019-09)
Design of 3D Printable Concrete Based on the Relationship Between Flowability of Cement-Paste and Optimum Aggregate-Content
BibTeX
@article{sand_step.2025.OMf3PG,
author = "Mona Sando and Dietmar Stephan",
title = "Online Monitoring for 3D Printable Geopolymers: Automated Slug Test Analysis with Image Analysis Revealing Mixing Sequence Effects",
doi = "10.1016/j.conbuildmat.2025.142480",
year = "2025",
journal = "Construction and Building Materials",
volume = "490",
pages = "142480",
}
Formatted Citation
M. Sando and D. Stephan, “Online Monitoring for 3D Printable Geopolymers: Automated Slug Test Analysis with Image Analysis Revealing Mixing Sequence Effects”, Construction and Building Materials, vol. 490, p. 142480, 2025, doi: 10.1016/j.conbuildmat.2025.142480.
Sando, Mona, and Dietmar Stephan. “Online Monitoring for 3D Printable Geopolymers: Automated Slug Test Analysis with Image Analysis Revealing Mixing Sequence Effects”. Construction and Building Materials 490 (2025): 142480. https://doi.org/10.1016/j.conbuildmat.2025.142480.