Soil improvement involves mechanical mixing of cementitious binders into natural soils. To reduce carbon dioxide emissions, considerable research efforts are made on supplementary cementitious materials to replace the use of cement. However, different laboratory mixing methods are used, and few studies have compared how these methods affects the strength and stiffness development. This paper presents comparative results of the wet and dry mixing methods, that is mixing a binder in slurry and in dry form, respectively. A natural soil was improved with mixtures of cement, ground-granulated blast-furnace slag, and paper sludge ash (PSA), designed and statistically analysed using a response surface methodology and hypothesis testing. Results showed insignificant differences at low final water to binder ratio (). At higher , the dry method with high PSA proportions yielded 2.4–4.4 times higher strengths than the wet method. The differences were attributed to varying binder dispersion, that is mixabilities and effects of low binder concentrations. The findings shows that the type of laboratory mixing method must be considered in soil improvement studies, particularly when using supplementary cementitious materials in low quantities.
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Research Article|
March 10 2026
Statistical evaluation of laboratory mixing methods for improvement of clays
Solve Hov
;
Norwegian Geotechnical Institute,
Geotechnics and Natural Hazards/NTNU Norwegian University of Science and Technology
, Trondheim, Norway
Corresponding author Solve Hov (solve.hov@ngi.no)
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Kasper Berg Skreien;
Kasper Berg Skreien
NTNU Norwegian University of Science and Technology
, Trondheim, Norway
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Priscilla Paniagua
Priscilla Paniagua
Norwegian Geotechnical Institute,
Geotechnics and Natural Hazards/NTNU Norwegian University of Science and Technology
, Trondheim, Norway
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Corresponding author Solve Hov (solve.hov@ngi.no)
Publisher: Emerald Publishing
Received:
October 08 2024
Accepted:
February 03 2026
Online ISSN: 1755-0769
Print ISSN: 1755-0750
Funding
Funding Group:
- Award Group:
- Funder(s): Research Council of Norway
- Award Id(s): 328767
- Funder(s):
- Funding Statement(s): The work was partly funded by the Research Council of Norway through the project ‘GOAL—Green Soil Stabilisation’, grant number 328767, in addition to internal funding from the Norwegian Geotechnical Institute and the Norwegian University of Science and Technology. The reviewers are acknowledged for providing constructive comments on the article.
© 2026 Emerald Publishing Limited
2026
Emerald Publishing Limited
Licensed re-use rights only
Proceedings of the Institution of Civil Engineers - Ground Improvement 1–11.
Article history
Received:
October 08 2024
Accepted:
February 03 2026
Citation
Hov S, Skreien KB, Paniagua P (2026;), "Statistical evaluation of laboratory mixing methods for improvement of clays". Proceedings of the Institution of Civil Engineers - Ground Improvement, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1680/jgrim.24.00078
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