Evidence map›Paper›PMID 41470256›Full record

ArticleMaterials (Basel, Switzerland)2025

Synergistic Influence of Multi-Walled Carbon Nanotubes and Nanosilica Powder on Mechanical Performance of Mortar with Demolished Concrete Waste Aggregate and Polypropylene Fibers Addition Using Taguchi Design of Experiment.

Daniel Lepadatu, Loredana Emanuela Judele, Dana Roxana Bucur, Isabela Maria Simion, Ioana Sorina Entuc, Eduard Proaspat, Razvan Ionut Teodorescu, Abdessamad Kobi, Santiago Garcia-Granda

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Daniel LepadatuCivil Engineering Department, Faculty of Civil Engineering and Buildings Services, Technical University Gheorghe Asachi from Iasi, 700050 Iasi, Romania.ORCID 0000-0002-5411-0542
Loredana Emanuela JudeleConcrete Structures, Building Materials, Technology, and Management Department, Faculty of Civil Engineering, Technical University Gheorghe Asachi from Iasi, 700050 Iasi, Romania.ORCID 0000-0002-5443-001X
Dana Roxana BucurDepartment of Control, Expertise and Services, Faculty of Food and Animal Sciences, "Ion Ionescu de la Brad" Iasi, University of Life Sciences, 8 Mihail Sadoveanu Alley, 700490 Iasi, Romania.ORCID 0000-0002-5074-8872
Isabela Maria SimionDepartment of Pedotechnics, Faculty of Agriculture, "Ion Ionescu de la Brad" Iasi, University of Life Sciences, 700490 Iasi, Romania.ORCID 0000-0001-9086-6198
Ioana Sorina EntucCivil Engineering Department, Faculty of Civil Engineering and Buildings Services, Technical University Gheorghe Asachi from Iasi, 700050 Iasi, Romania.ORCID 0000-0002-9122-7678
Eduard ProaspatTransportation Infrastructure Engineering Department, Faculty of Architecture and Urban Planning, Technical University of Moldova, 2028 Chisinau, Moldova.ORCID 0000-0003-4900-1154
Razvan Ionut TeodorescuFaculty of Land Reclamation and Environmental Engineering, University of Agronomic Sciences and Veterinary Medicine Bucharest, 011464 Bucharest, Romania.ORCID 0000-0002-2200-3988
Abdessamad KobiAngevin Laboratory for Systems Engineering Research Polytech Angers-LARIS, University of Angers, 49000 Angers, France.ORCID 0000-0003-4079-1989
Santiago Garcia-GrandaDepartment of Physical and Analytical Chemistry, Faculty of Chemistry, University of Oviedo, 33006 Oviedo, Spain.ORCID 0000-0002-2373-0247

Funding

Agence Universitaire de la Francophonie - AUF ECO 2024 DRECO 8602
6 · The paper itself

Abstract

This study investigates the synergistic influence of multi-walled carbon nanotubes (MWC-NTs), nanosilica powder (NSP), and polypropylene fiber waste (PFW) on the mechanical performance of mortar incorporating demolished concrete waste aggregates (DCWA). The replacement of natural aggregates with DCWA typically results in strength reductions and weak interfacial transition zones; therefore, the combined use of nanomaterials and microfibers is proposed as a mitigation strategy. A Taguchi Design of Experiments (DOE) approach was employed to optimize mix parameters, including MWCNT dosage, NSP content, PFW volume fraction, and DCWA replacement level. Mortar mixtures were prepared with MWCNTs (0-0.1% by binder weight), NSP (0-2% by binder weight), PFW (0-0.3% by volume), and DCWA (0-20% replacement of fine sand). Mechanical performance was assessed through compressive and flexural strength tests. A combined statistical approach using the Pareto chart and ANOVA identified the most influential parameters and their respective contributions to the response variable. The innovative aspect of this research lies in the synergistic integration of MWCNTs, NSP, demolished concrete waste, and polypropylene fiber waste within the mortar matrix, with the incorporation of nanomaterials specifically intended to compensate for the strength reduction typically induced by the use of demolition concrete waste aggregates. Although a potential nano-scale synergy between MWCNTs and NSP was initially considered, the experimental results indicated that the most relevant synergistic effects occurred among broader mix parameters rather than specifically between the two nanomaterials. Even so, when assessed individually, both nanomaterials contributed to improving the mechanical characteristics of the mortar-particularly nanosilica, which demonstrated a more pronounced effect-yet these individual enhancements did not translate into a distinct synergistic interaction between MWCNTs and NSP. The Taguchi DOE proved to be an efficient tool for multiple factor analysis, enabling reliable identification of the most influential parameters with a minimum number of tests. Its application facilitated the development of mortar mixtures that effectively integrate demolition waste while achieving enhanced mechanical performance through nano- and micro-scale reinforcement.

Indexed as

carbon nanofibersconcrete waste aggregatemechanical performancesnanosilicarecycled concreteTaguchi design of experiments

Identifiers

PMID41470256
PMCPMC12735356

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.