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Research Project
Cement-based composites shift to Industry 4.0: performance-based mix design methodology, assessment and quality control
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Authors
Publications
Modelling and Predicting Self-Compacting High Early Age Strength Mortars Properties: Comparison of Response Models from Full, Fractioned and Small Central Composite Designs
Publication . Cangussu, Nara; Matos, Ana Mafalda; Milheiro-Oliveira, Paula; Maia, Lino
The mixture design of cement-based materials can be complex due to the increasing num ber of constituent raw materials and multiple requirements in terms of engineering performance
and economic and environmental efficiency. Designing experiments based on factorial plans has
shown to be a powerful tool for predicting and optimising advanced cement-based materials, such
as self-compacting high-early-strength cement-based mortars. Nevertheless, the number of factor
interactions required for factor scheduling increases considerably with the number of factors. Con sequently, the probability that the interactions do not significantly affect the answer also increases.
As such, fractioned factorial plans may be an exciting option. For the first time, the current work
compares the regression models and the predicting capacity of full, fractionated (A and B fractions)
and small factorial designs to describe self-compacting high-early-strength cement-based mortars’
properties, namely, the funnel time, flexure and compressive strength at 24 h for the function of the
mixture parameters Vw/Vc, Sp/p, Vw/Vp, Vs/Vm and Vfs/Vs for the different factorial designs.
We combine statistical methods and regression analysis. Response models were obtained from the
full, fractionated, and small plans. The full and fractionated models seem appropriate for describing
the properties of self-compacting high-early-strength cement-based mortars in the experimental
region. Moreover, the predicting ability of the full and fractionated factorial designs is very similar;
however, the small design predictions reveal some concerns. Our results confirm the potentiality of
fractioned plans to reduce the number of experiments and consequently reduce the cost and time of
experimentation when designing self-compacting high-early-strength cement-based mortars.
Numerical Design and Optimisation of Self-Compacting High Early-Strength Cement-Based Mortars
Publication . Cangussu, Nara; Matos, Ana Mafalda; Milheiro-Oliveira, Paula; Maia, Lino
The use of SCC in Europe began in the 1990s and was mainly promoted by the precast
industry. Precast companies generally prefer high early-strength concrete mixtures to accelerate
their production rate, reducing the demoulding time. From a materials science point of view,
self-compacting and high early-strength concrete mixes may be challenging because they present
contradicting mixture design requirements. For example, a low water/binder ratio (w/b) is key to
achieving high early strength. However, it may impact the self-compacting ability, which is very
sensitive to Vw/Vp. As such, the mixture design can be complex. The design of the experimental
approach is a powerful tool for designing, predicting, and optimising advanced cement-based
materials when several constituent materials are employed and multi-performance requirements
are targeted. The current work aimed at fitting models to mathematically describe the flow ability,
viscosity, and mechanical strength properties of high-performance self-compacting cement-based
mortars based on a central composite design. The statistical fitted models revealed that Vs/Vm
exhibited the strongest (negative) effect on the slump-flow diameter and T-funnel time. Vw/Vp
showed the most significant effect on mechanical strength. Models were then used for mortar
optimisation. The proposed optimal mixture represents the best compromise between self-compacting
ability—a flow diameter of 250 mm and funnel time equal to 10 s—and compressive strength higher
than 50 MPa at 24 h without any special curing treatment.
Environmental Analysis of the Incorporation of Sugarcane Bagasse in Medium Density Particleboard Panels through Life Cycle Assessment
Publication . Cangussu, Nara; Vieira, Maria Luiza C.; Maia, Lino
The growth of civil construction and agroindustry, resulting from population growth,
caused an increase in the demand for non-renewable resources and for the exploitation of natural
resources. Consequently, it caused a greater generation of waste, causing the current scenario to
require alternatives for the reuse of these materials. Particleboard panels, for example, used in
civil construction, can add value to waste or materials of low acceptance, such as thinning wood,
mechanical wood processing waste or agro-industrial waste. Thus, this study proposed to analyse
the life cycle of the sugarcane bagasse, considering the stages of extraction of materials and energy
resources until their final disposal. This study aimed to compare impacts generated by the production
of particleboards panels produced with wood from plantations (pine) and with the sugarcane bagasse.
As a result, a better environmental performance was obtained from the panel composed of sugarcane
bagasse, as it generated lower environmental impacts in all impact categories studied. The benefits
range from the reduction in waste disposed of in landfills, which increase its useful life, the lower
demand for reforestation, with steps that generate atmospheric emissions and degrade the soil.
Quartz Powder Valorisation in White Self-Compacting Concrete: Mortar Level Study
Publication . Matos, Ana Mafalda; Maia, Lino; Coutinho, Joana Sousa
Quartz powder (QP) from mining exploration has increased, and valorisation solutions are
sought. QP incorporation in structural concrete is an exciting strategy for the growth and sustainable
development of the concrete industry, waste management and environmental protection. This work
addresses the valorisation of QP from a Portuguese company on powder-type self-compacting
concrete for architectural and structural purposes, combining the light colour of quartz with white
cement. As such, QP was used as a partial cement replacement, acting as a filler on self-compacting
white mortars (SCWM) and pastes (SCWP). Firstly, the QP was characterised by chemical, physical
and morphological properties. Afterwards, SCWM with 10% of the white Portland cement with
QP were produced and, with 10% cement replacement by limestone fillers, commercially available,
for comparison purposes. The following engineering properties were evaluated, flowability and
viscosity, electrical resistivity, porosity and mechanical strength. In equivalent pastes samples, the
heat of hydration was accessed. Finally, an architectonic element prototype was produced using
SCWM-QP, and colour and aesthetics were evaluated. All SCWM reached adequate deformability
and viscosity for self-compaction. In the hardened state, compressive strength, electrical resistivity
and water-permeable porosity presented similar results for mortars incorporating quartz powder and
limestone fillers. The isothermal calorimetry in equivalent pastes revealed a slight desacceleration
of hydration for SCWP incorporating QP. The major findings of this study confirm the feasibility of
SCWM with QP, meeting the required performance while reducing resource depletion in the concrete
industry and adding value to a by-product.
Numerical modeling and optimization of self-compacting mortars: central composite design approach with
Publication . Cangussu, Nara; Matos, Ana Mafalda; Maia, Lino
The current work developed Statistical
models to reach high-performance self compacting cement-based mortars for
structural purposes. A central composite
design approach was employed to describe
mortar fresh and hardened properties
(mechanical strength) in function of key
mortar mixture design parameters. The
fitted models allow to model and predict
flowability and viscosity properties and find
a range where self-compacting behavior
existed. Sand to mortar volume ratio
exhibited the main effect on flowability and
viscosity, with a positive effect, which is
explained by decreases in paste volume. As
expected, the water to cement volume ratio
had the highest effect on both flexure and
mechanical strength of mortars.
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Funders
Funding agency
Fundação para a Ciência e a Tecnologia
Funding programme
CEEC IND4ed
Funding Award Number
2021.01765.CEECIND/CP1679/CT0004