Abstract
Blast furnaces create iron and steel from pig iron, which in turn produces iron slag. Iron ore is the primary raw material for these transformations. Slag aggregate, a byproduct of the iron and steel industry, is a sustainable building material. In order to produce more environmentally friendly and cost-effective concrete, this study evaluated the effect of inclusion of two waste materials in concrete including, 10% treated cement kiln dust (TCKD) as cement weight replacement with different volumetric contents (15, 25, and 35%) of iron slag coarse aggregate (ISCA) as a replacement to natural coarse aggregate. Microstructure, static modulus of elasticity, splitting tensile strength, flexural strength, water absorption, and workability were among the many concrete qualities studied. There was an improvement in oven-dry, splitting tensile, flexural, compressive, ultrasonic pulse velocity, and static modulus of elasticity as ISCA content rose, as shown in the results. Increasing the ISCA concentration reduces thermal conductivity. Depending of the ISCA content, increasing the compressive strength by 1.43–12.4% and the splitting tensile strength by 0.4–5.34% were both possible. There was an additional increase of 1.3–9.15% in flexural strength. From the experimental results, it can be observed that innovative and potent method for producing structural sustainable concrete is provided in this study by inclusion of two waste materials, including TCKD and ISCA. The sustainable concrete produced has high strength and low thermal conductivity relative to concrete not containing these waste materials, which can be used in different construction projects. Moreover, the use of these waste materials in concrete has a benefit of reducing the environmental pollution. All the above-mentioned results conforms the goal of this study.
1 Introduction
Civil engineers have responded to the construction industry’s increasing appreciation for natural resources by developing fresh strategies that place a premium on economic and ecological preservation. More and more people are realizing the need of sustainable development in light of the depletion of natural resources [1,2]. To keep things green and keep the concrete prices down, recycling and reusing of materials are now a standard practice as referred in refs [3,4]. The construction sector has recently made sustainability an issue in its manufacturing procedures. This has necessitated investigating concrete’s properties and making use of aggregates made from more sustainable source materials or solid waste [5,6]. Blast furnace conversion of iron ore to pig iron produces iron slag, a waste product of the iron and steel industry [7]. The first known use of slag aggregates from the building industry was by the Romans, who built their roads using crushed slag from the period’s crude iron manufacturing [8]. Researchers found that adding steel slag aggregates to concrete at a volume ratio of 50–75% had no negative impact on the material’s strength or durability [9]. The addition of iron slag to concrete may increase the material’s strength, according to a comparison between regular concrete and concrete with this ingredient [10]. Due to its crystalline form, electrical arch furnace (EAF) slag has less hydraulic activity, which ensures that it will remain volumetrically stable in concrete. There was a rise in compressive strength in EAF slag concrete [11]. The angular and rougher texture of EAF slag makes it a better cement paste binder than natural aggregates [12,13]. Improved paste–aggregate interface transition zones (ITZs), slightly higher densities [14,15], and less environmental impact are all benefits of using EAF slag aggregates in concrete production [16]. A large quantity of superplasticizer addition is required, since this interaction reduces the flowability of the concrete [17]. Concrete using EAF slag often showed compressive strength increase of up to 50% compared to concrete using natural aggregate. Due to EAF slag’s high modulus and regular ITZ advancements, the concrete’s modulus grows over time [18]. Therefore, one attractive way to increase the value of air-cooled blast furnace slag (ACBFS) is to use it as an aggregate in concrete. The behavior of concrete with ACBFS aggregates has been the subject of several tests carried out over the past few decades. One possible alternative to concrete that uses man-made aggregates is ACBFS aggregate concrete, which uses ACBFS as its primary ingredient [19]. Al Mashhadani et al. [20] present a review for previous studies of high-performance concrete (HPC) properties produced using different types of waste materials to replace cement, sand, and coarse aggregate partially. These studies illustrate that the inclusion of 40% copper slag improves the performance of HPC mixture and the content of recycled coarse aggregate as a replacement can reach up to 50% in HPC without significant effects on concrete durability. Foundry slag is used within the range of 10–45%. Nadeem and Wasan investigated the effect of crushed clay brick waste aggregate on some hardened properties of green self-compacting concrete (GSCC). The results illustrate that the inclusion of 15% crushed clay brick waste aggregate as a partial replacement to natural coarse aggregate enhances the strengths of (GSCC). Coarse aggregate can have its strength increased by using a high-performance superplasticizer in combination with artificial expanded clay aggregate, with different amounts of replacement allowed [21]. There is an immediate need for governments worldwide to implement greener policies due to the rising production of solid waste from municipalities, businesses, and farms [22]. Utilizing waste materials as a partial substitute for cement weight gave a clear correlation between tensile and flexural strength, as well as compressive strength and ultrasonic pulse velocity (UPV) [23].
None of the previous studies examined the combined effects of utilizing both cement kiln dust as partial cement replacements and iron slag as natural coarse aggregate substitute in concrete. So, to address this knowledge gap, this study will investigate how inclusion of two waste materials including, various proportions of locally sourced iron slag and 10% treated cement kiln dust (TCKD) affect concrete properties such as modulus of elasticity, unit weight, scanning electron microscopy (SEM), splitting tensile strength, flexural strength, UPV, water absorption, thermal conductivity, and compressive strength. The significance of this study is that, the use of both slag and aggregate in concrete and TCKD as a cement substitute reduces the quantity of these waste products, while keeping the cement and natural aggregates typically utilized in concrete production. Lessening the environmental contamination is enhanced by using both of these wastes in concrete production.
2 Material characteristics and experimental methods
2.1 Materials
Coarse aggregate, sand, cement, water, iron slag, and superplasticizer were the components of the current experimental investigation. Portland cement was used and kept it in airtight plastic jars. There was no deviation from the 2019 Iraqi Standard in the cement [24]. Used in the experiment was natural sand having the following specs: specific gravity of 2.62, absorption of 2.4%, fineness modulus of 2.32, sulfate content (SO3) of 0.2%, and maximum aggregate size of 4.75 mm. It satisfies Iraqi Standard No. 45 [25]. This research makes use of natural crushed stone as its coarse aggregate; the maximum particle size for this material is 12 mm, and its specific gravity is 2.65. It also contains 0.09% SO3 and has a water absorption rate of 1.92%. The coarse aggregate had a crushing value of 17.4%. According to Iraqi Standard No. 45 [25], these qualities are acceptable. Tables 1 and 2 detail the parameters of untreated and TCKD, respectively. A cement manufacturer in AL-Kufa supplied the CKD. The process of treating CKD involved washing it with water to eliminate any soluble alkalis, followed by drying the material that remained after treatment. The last step was to grind and test the CKD. The Al-Nasr facility supplied the iron slag. The next step was to crush, grade the ISA (Figure 1) and then the EDX test was done (Figure 2). Lastly, it would blend with the coarse aggregate that was already there. Table 3 displays the chemical properties of the iron slag coarse aggregate (ISCA), while Table 4 shows its gradation, which is in accordance with the gradation of natural coarse aggregate. The ISCA is 2,805 kg/m3 dense, 713 kg/m3 dry rodded, has a specific gravity of 2.8, a thermal conductivity of 0.159 W/(m/K) and a crushing value of 22.2%. Its absorption rate is 4.4%. Potable water was used to mix and cure various concrete compositions. Utilized as an additive, Sika’s “ViscoCrete®” – a third-generation polycarboxylate polymer technology – is known as HRWRA. Its density is 1.085 kg/L, it has a pH range of 4–6, and has a brownish color [26]. It is classified as Type F according to ASTM C494 [27].
Chemical composition of untreated and TCKD
Oxides | CaO | SiO2 | Al2O3 | Fe2O3 | MgO | SO3 | Na2O | K2O |
---|---|---|---|---|---|---|---|---|
Untreated CKD (CKD) | 38.75 | 13.132 | 2.816 | 1.962 | 3.865 | 4.63 | 1.585 | 4.277 |
TCKD | 40.03 | 13.439 | 3.021 | 2.043 | 3.707 | 3.74 | 0.82 | 1.561 |
Physical properties of untreated and TCKD
Property | L.O.I | Fineness (m2/kg) |
---|---|---|
Untreated CKD (CKD) | 25.75 | 524 |
TCKD | 31.44 | 585 |

Graded crushed iron slag aggregate.

EDX test of iron slag.
Grading of crushed iron slag aggregate
Sieve size (mm) | Passing (%) | The boundaries of Iraqi specification No. 45/2016 [25] |
---|---|---|
37.5 | 100 | 100 |
20 | 95.5 | 100–95 |
10 | 59 | 60–30 |
4.75 | 30 | 10–35 |
Chemical properties of crushed iron slag aggregate
Oxides | CaO | SiO2 | Al2O3 | Fe2O3 | MgO | Na2O | K2O |
---|---|---|---|---|---|---|---|
Content (%) | 8.644 | 33.982 | 10.594 | 30.734 | 2.856 | 0.376 | 0.741 |
2.2 Mix proportions and mixes
With a compressive strength of 35 MPa, the reference mix was constructed in accordance with ACI committee-211 [28]. The reference mix has a cement content of 525 kg/m3 and a water to cement ratio of 0.42, with a weight proportion of 1:1.19:1.8. HRWRA dosages ranged from 0.8 to 1.9 L/m3. Selecting the optimal dose of HRWRA with slump values ranging from 105 to 110 mm required several trial mixes. The results show that 1.9 L/m3 of HRWRA is the optimal dosage to achieve an optimal compressive strength of 52.4 MPa at 28 days of age. This discovery emphasizes the need of determining the optimal dose of HRWRA in concrete mixes to attain the required workability and strength. Then, the slump value for the CKD-free combination was kept at 10, 20, 30, and 40% and ran a series of experiments with different CKD contents. With a compressive strength of 37.4 MPa, the ideal amount of CKD to use in concrete mixture was 10%. Addition of the same quantity of CKD (10%) following treatment increased the mixture’s compressive strength to 43.5 MPa. The next step in studying the features of this concrete was to make combinations containing TCKD at a 10% volume ratio and different quantities of local iron slag (15–35% by volume) in place of natural coarse aggregate. It was necessary to soak the crushed iron slag aggregate in water for 24 h before exposing it to air in order to make it surface dry and prevent it from absorbing water from the paste while it was being mixed. Specifics of the mixture ratios with varying amounts of ISCA are illustrated in Table 5. With the exception of the mix containing 35% ISCA, all of the other combinations used a water-to-cement ratio of 0.25 and a dose of HRWRA of 1.9 L/m3. The combinations’ workability was unaffected by the addition of ISCA up to 25%. A slightly greater dosage of HRWRA of 2 L/m3 was chosen to correct the slump value, as using 35% ISCA produces a minor drop in workability.
Concrete proportions for mixes containing 10% TCKD and various contents of ISCA
Mix proportions by weight | Mix symbol | Dosage of HRWRA (L/m3) | w/c ratio | Water content (kg/m³) | TCKD content (%) | ISCA content (%) | Slump (mm) |
---|---|---|---|---|---|---|---|
1:1.19:1.8 cement: sand: gravel with cement content of 525 kg/m³ | 0 ISA | 1.9 | 0. 25 | 131.25 | 10 | 0 | 109 |
15 ISA | 1.9 | 0.25 | 131.25 | 10 | 15 | 110 | |
25 ISA | 1.9 | 0.25 | 131.25 | 10 | 25 | 110 | |
35 ISA | 2 | 0.25 | 131.25 | 10 | 35 | 110 |
2.3 Mixing process and specimens preparation
In order to get a perfect mixture of the concrete ingredients, this investigation’s mixing method included many processes. The first 2 min mixing stage was to combine cement, dust from the cement kiln, natural coarse aggregate, iron slag aggregate, and fine aggregate. This preserved the components’ uniform distribution and guaranteed a uniform composition in the final combination. Then, after waiting for least 10 min, add one-third of the mixing water. The aggregate was able to soak up the water, and the combination reached the right moisture level, because of this. Two-thirds of the water was whisked for combining with HRWRA, and was added to the mixture and stirred for 2 min. The concrete mixture again mixed for another 5 min. To get the required workability and strength from the finished concrete, it was necessary to evenly distribute the HRWRA throughout the mixture. In the end, the mixtures were double-checked for uniformity and complete blending by pausing for 1 min before continuing for another 10 min. The entire time taken to mix the concrete was 30 min. It was the standard practice to clean and lubricate the molds so that the concrete would not stick after it had solidified. The test standards dictated the layering of samples into several molds, including cubes, cylinders, and prisms. Wrapping the molds in plastic allowed them to sit for around 24 h. Opening the molds allowed the specimens to soak in water until testing time. The study’s meticulous and methodical mixing procedure is the key to producing consistent, high-quality concrete. Mixing optimization allows for the production of concrete mixes with desirable features, such as strong strength and satisfactory workability, while simultaneously decreasing the building effect’s environmental impact.
2.4 Experimental tests
Sixty-four specimens were prepared to discover the best replacement percent of ISCA for normal coarse aggregate while keeping the right mechanical and physical properties. Increasing the ISCA concentration in the mixes in steps of 15, 25, and 35% allowed to study the impact of various ISCA levels on the concrete qualities. Along with these three mixtures, a reference mixture was also created, but this time it included only 10% TCKD. In order to determine the volume replacement percent of ISCA after 28 days of curing, 16 samples were evaluated.
The following experiments required the construction of three separate test specimens made of concrete. Subjected 100 mm cube specimens of concrete to a compressive strength test in compliance with BS 1881: Part 116 [29]. The procedures followed ASTM C 642 [30] for the oven dry density and absorption water testing. In accordance with ASTM C496 [31], the specimens used in the tensile strength test for splitting had a 100 mm diameter and a 200 mm height. ASTM C597 [32] was followed for conducting the UPV test. Concrete prismatic specimens (100 × 100 × 400 mm) were subjected to the modulus of rupture test (flexural strength) in compliance with ASTM C78 [33]. Cylindrical specimens of 300 mm in height and 150 mm in diameter were subjected to the modulus of elasticity test in compliance with ASTM C469 [34]. Concrete cube specimens of 100 mm in diameter were subjected to a thermal conductivity test in accordance with ASTM 1113-15 [35]. During the course of the test, the concrete’s thermal conductivity was monitored, a key parameter for assessing its thermal insulation capabilities. A SEM test was conducted on a tiny sample of concrete, measuring less than 1 mm in length, in compliance with ASTM C1723 [36]. When it comes to the microstructure of concrete, this test research is crucial. When the specimens were 28 days old, all the assays were performed.
3 Results and discussion
3.1 Compressive strength
Table 6 and Figure 3 show the results of the compressive strength of sustainable concrete at 28 days with varying amounts of ISCA and a mixture of 10% TCKD. Adding 15% ISCA, 25% ISCA, and 35% ISCA to the mixture marginally raises the compressive strength by 1.4, 6, and 11% of respective. The increase in compressive strength is because the inclusion of iron slag makes the concrete denser, since the specific gravity of iron slag (2.8) is greater than that for natural coarse aggregate (2.65). Compared to natural coarse aggregate, which increases the concrete’s compressive strength by 17.4%, ISCA has a greater crushing value of 22.2%. In addition, the large number of visible surface pores in iron slag makes it an excellent substrate for cement paste, which can increase the bond strength [37]. Improving concrete’s compressive strength was another outcome of ISCA’s efforts to reduce the variation in cementitious paste thickness around this aggregate [38]. Slag was able to adhere better to the mortar because of its coarse texture and increased number of disconnected spaces. The ITZ in slag concrete is characterized by a small space between the mortar and aggregate [39]. All the above-mentioned mechanisms are illustrated as SEM images.
Properties of concrete mixtures containing 10% TCKD and different contents of ISCA
Property | ISCA content | 0% | 15% | 25% | 35% |
---|---|---|---|---|---|
Compressive strength at 28 days (MPa) | 43.5 | 44.12 | 46.3 | 48.9 | |
UPV (km/s) | 4.26 | 4.3 | 4.52 | 5.38 | |
Splitting tensile strength (MPa) | 5.63 | 5.65 | 5.74 | 5.93 | |
Flexural strength (MOR) (MPa) | 8.2 | 8.31 | 8.69 | 8.95 | |
Dry density (kg/m³) | 2,380 | 2,385 | 2,410 | 2,460 | |
Water absorption (%) | 4.15 | 4 | 3.54 | 3.1 | |
Thermal conductivity [W/(m/K)] | 1.22 | 1.15 | 1.02 | 0.85 | |
Modulus of elasticity (MOE) (GPa) | 44.25 | 44.54 | 44.6 | 47.51 |

Effect of ISCA content on the compressive strength of concrete.
3.2 Splitting tensile strength
The splitting tensile strength results for all concrete specimens are shown in Table 6 and Figure 4. According to the findings, concrete specimens containing 15, 25, and 35% crushed ISCA have a slight improvement for splitting tensile strength. The enhancement percentages were 0.35, 1.9, and 5% for ISCA content of 15, 25, and 35%, respectively, relative to reference concrete without ISCA. The rough surface and high angularity of the ISCA contributed to the rise in indirect tensile strength, which increased the link between the aggregate and the cement pest [40].

Effect of ISCA content on splitting tensile strength of concrete.
3.3 Flexural strength
Table 6 and Figure 5 illustrate the impact of ISCA on the outcomes of concrete’s flexural strength. Relative to the reference mix, the results demonstrate that a 15, 25, and 35% increase in ISCA raises the flexural strength of the concrete by 1.32, 5.64, and 8.38%, respectively. Because of the rough surface and high angularity of the slag aggregate, the aggregate and cement paste form a stronger bond, leading to an increase in flexural strength [40]. It is clear that concrete with high strength can be produced when both CKD and ISCA waste materials is used, in addition to the benefit of reducing the environmental pollution when these two waste materials are used in concrete.

Effect of ISCA content on flexural strength of concrete.
3.4 UPV
Figure 6 and Table 6 display the values of the UPVs for concrete specimens with 15, 25, and 35% ISCA added, respectively. The results showed that concrete with different amounts of ISCA had better UPV. In dense materials with little porosity, the wave velocity is greater. Due to the high density of the ISCA and the greater interfacial tension between it and the matrix [41], the inclusion of slag particles in concrete significantly increases the wave velocity.

Effect of ISCA content on the UPV of concrete.
3.5 Oven dry density
Figure 7 and Table 6 display the values of the UPVs for concrete specimens with 15, 25, and 35% ISCA added. The results showed that concrete with different amounts of ISCA had better UPV. In dense materials with little porosity, the wave velocity is greater. Due to the high density of the ISCA and the greater interfacial tension between it and the matrix [41], the inclusion of slag particles in concrete significantly increases the wave velocity [42].

Effect of ISCA content on the dry density of concrete.
3.6 Water absorption
Table 6 and Figure 8 show that the water absorption in concrete reduced as the concentration of ISCA rose. The water absorption rate decreased by about 3.61, 14.7, and 25.3%, respectively, for concrete specimens that had 15, 25, and 35% ISCA replacements to natural coarse aggregate, as compared to the control samples’ average absorption rate of 4.15%. One possible explanation for the reduced water absorption rate is the cement matrix’s ability to entirely encase the slag particles’ pores, resulting in a denser surface and making it even more difficult for water to permeate concrete [43].

Effect of ISCA content on the water absorption of concrete.
3.7 Thermal conductivity
Assuming a constant temperature gradient, thermal conductivity is the rate at which heat moves per unit area through a material per unit thickness per unit direction toward a surface per unit area [35]. In terms of heat transfer, concrete is quite poor, with a value between 0.62 and 3.3 W/(m/K) [44]. Figure 9 and Table 6 make it quite evident that the thermal conductivity data fall within the previously mentioned range. Compared to the control mix, the thermal conductivity of concrete with ISCA levels of 15, 25, and 35% is 5.73, 16.4, and 30.33% lower, respectively. The high porosity of iron slag, which is 70 times less thermally conductive than concrete might be the cause of this reduction in thermal conductivity [45]. Adding 35% ISCA to concrete significantly lowers its heat conductivity, making it more insulating. As a result, less power is used to cool or heat the buildings, which contributes to sustainability. It is clear from the experimental results that the inclusion of both CKD and ISCA as waste materials in concrete causes significant enhancement in concrete thermal insulation, which conform the goal of this study in producing more sustainable concrete.

Effect of ISCA content on thermal conductivity of concrete.
3.8 Modulus of elasticity
According to the American Concrete Institute, one of the most important tests to ensure that structural concrete meets all standards is the modulus of elasticity [46]. Table 6 and Figure 10 show the effect of ISCA concentration on the modulus of elasticity of concrete. The results showed that between 15 and 35% ISCA, the modulus of elasticity rose marginally by 0.78, 0.56, and 6.86% compared to reference concrete (44.25 GPa). Substituting slag for coarse aggregate in concrete increases its compressive, tensile, and elastic modulus strengths, according to previous studies [47]. The relationship between an increase in modulus of elasticity and a rise in concrete’s compressive strength is generally known.

Effect of ISCA content on the modulus of elasticity of concrete.
3.9 SEM
Figures 11 and 12 show the scanning electron micrographs of the control mix and the selected concrete mixes, respectively, made with 10% TCKD and 25% ISCA. Figure 11d shows scanning electron micrographs of the control mix, which consists of 10% TCKD and 100% natural aggregate, and it exhibits thick paste and thick gel. This is due to the higher fineness for TCKD (585 kg/m3) compared to the fineness of cement. Figure 12a, which is the SEM image with 25% ISCA, shows a reduction in pores. Optical microscopy images reveal that the mixture exhibits strong matrix aggregate adhesion. The SEM images illustrate a robust interfacial zone and a strong connection between the slag aggregate and cement matrix, which is due to the presence of the pores on the surface of the ISCA and its rough surface texture that greatly improved the compactness and strength of the concrete. This improved the test findings for slag-aggregated concrete, showing that it outperforms natural-aggregate concrete in compressive, splitting-tensile, and flexural strengths. Figure 12, which displays scanning electron micrographs, also reveals a strong cement matrix covering the slag particle’s surface. This is because the cement gel forms a strong link with the slag aggregate, which increases the compressive strength of ISCA-containing concrete, especially in areas with voids. The surface roughness of iron slag affects the binding strength of concrete. The rough surface of the iron slag strengthens the cement bond [36]. This is because the cement may coat the surface as well as the pores and solidify the linkages. The SEM pictures corroborate the test findings, which show an increase in water absorption, modulus of elasticity, and strength.

SEM images for concrete specimen with 10% TCKD with different magnifications. (a) SEM image for specimen with 10% TCKD, (b) SEM image for Zone 1, (c) SEM image for Zone 2, and (d) SEM image for Zone 3.

SEM images for concrete specimens with 10% TCKD and 25% slag aggregate with different magnifications. (a) SEM image for concrete with 10% TCKD, (b) SEM image for Zone 1 and 25% slag aggregate, (c) SEM image for Zone 2, and (d) SEM image for Zone 3.
4 Conclusions
The results of this study’s experiments allow us to draw the following conclusions:
An increase in the proportion of ISCA results in an increase in compressive strength.
The UPV protection, oven dry density, flexural strength, and tensile strength of the concrete all saw small improvements with increasing amounts of ISCA.
Comparing concrete specimens with 15, 25, and 35% ISCA replacements to reference concrete with natural coarse aggregate, water absorption decreases of 3.61, 14.7, and 25.3% were observed, respectively.
An increase of 15% in ISCA resulted in a 5.73% reduction in concrete thermal conductivity, a 16.4% improvement, and a 30.3% improvement in thermal insulation as a result of 25 and 35% content of ISCA.
Modulus of elasticity increases somewhat with increasing ISCA content.
Specimens with 10% TCKD and 25% ISCA exhibit a dense cement matrix with a good link between ISCA particles and cement paste, whereas specimens with natural aggregate and 10% TCKD show a dense cement paste matrix with extremely small holes in the SEM images.
The SEM pictures corroborate the experimental findings that demonstrate enhanced strength, modulus of elasticity, and water absorption.
Incorporating 10% TCKD as a weight replacement to cement and ISCA as a volumetric replacement to natural coarse aggregate can enhance all mechanical properties of concrete, including compressive strength, elastic modulus, water absorption, and thermal insulation.
So, it is possible to use eco-friendly ingredients into concrete mixes, such as CKD and ISCA. Reducing cement production-related gas emissions is one benefit of utilizing CKD instead of cement in concrete. Using ISCA can lessen the need for coarse aggregate, which is a material that is in short supply. This investigation provides an innovative and potent method for producing affordable sustainable concrete by inclusion of two waste materials including TCKD and ISCA. The produced concrete has higher strength, lower water absorption, and lower thermal conductivity relative to that not containing these waste materials.
Acknowledgements
The cement kiln dust used in this study was provided by Al-Kufa Cement Factory.
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Funding information: Authors state no funding involved.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and consented to its submission to the journal, reviewed all the results and approved the final version of the manuscript. FKA developed the theoretical formalism, performed the analytical calculations, and performed the numerical simulations. WIK and AAJ contributed to the final version of the manuscript. WIK supervised the project.
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Conflict of interest: Authors state no conflict of interest.
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Data availability statement: The copy of the data that back up the results of this study are available from the corresponding author.
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This work is licensed under the Creative Commons Attribution 4.0 International License.
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- Application of finite element method in industrial design, example of an electric motorcycle design project
- Correlative evaluation of the corrosion resilience and passivation properties of zinc and aluminum alloys in neutral chloride and acid-chloride solutions
- Will COVID “encourage” B2B and data exchange engineering in logistic firms?
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- A hybrid detection algorithm for 5G OTFS waveform for 64 and 256 QAM with Rayleigh and Rician channels
- Effect of short heat treatment on mechanical properties and shape memory properties of Cu–Al–Ni shape memory alloy
- Exploring the potential of ammonia and hydrogen as alternative fuels for transportation
- Impact of insulation on energy consumption and CO2 emissions in high-rise commercial buildings at various climate zones
- Advanced autopilot design with extremum-seeking control for aircraft control
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- Effects of CFRP sheets on the flexural behavior of high-strength concrete beam
- Enhancing urban sustainability through industrial synergy: A multidisciplinary framework for integrating sustainable industrial practices within urban settings – The case of Hamadan industrial city
- Advanced vibrant controller results of an energetic framework structure
- Application of the Taguchi method and RSM for process parameter optimization in AWSJ machining of CFRP composite-based orthopedic implants
- Improved correlation of soil modulus with SPT N values
- Technologies for high-temperature batch annealing of grain-oriented electrical steel: An overview
- Assessing the need for the adoption of digitalization in Indian small and medium enterprises
- A non-ideal hybridization issue for vertical TFET-based dielectric-modulated biosensor
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- Radial–axial runner blade design using the coordinate slice technique
- Theoretical and experimental comparison between straight and curved continuous box girders
- Effect of the reinforcement ratio on the mechanical behaviour of textile-reinforced concrete composite: Experiment and numerical modeling
- Experimental and numerical investigation on composite beam–column joint connection behavior using different types of connection schemes
- Enhanced performance and robustness in anti-lock brake systems using barrier function-based integral sliding mode control
- Evaluation of the creep strength of samples produced by fused deposition modeling
- A combined feedforward-feedback controller design for nonlinear systems
- Effect of adjacent structures on footing settlement for different multi-building arrangements
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- Review Articles
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- Applications of nanotechnology and nanoproduction techniques
- Relationship between indoor environmental quality and guests’ comfort and satisfaction at green hotels: A comprehensive review
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- Special Issue: AESMT-3 - Part II
- Integrated fuzzy logic and multicriteria decision model methods for selecting suitable sites for wastewater treatment plant: A case study in the center of Basrah, Iraq
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- Ultra-low-power CMOS ring oscillator with minimum power consumption of 2.9 pW using low-voltage biasing technique
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- Special Issue: AESMT-5 - Part II
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- A study of the vibrations of a rotor bearing suspended by a hybrid spring system of shape memory alloys
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- Developing ANFIS-FMEA model for assessment and prioritization of potential trouble factors in Iraqi building projects
- Numerical and experimental comparison study of piled raft foundation
- Effect of asphalt modified with waste engine oil on the durability properties of hot asphalt mixtures with reclaimed asphalt pavement
- Hydraulic model for flood inundation in Diyala River Basin using HEC-RAS, PMP, and neural network
- Numerical study on discharge capacity of piano key side weir with various ratios of the crest length to the width
- The optimal allocation of thyristor-controlled series compensators for enhancement HVAC transmission lines Iraqi super grid by using seeker optimization algorithm
- Numerical and experimental study of the impact on aerodynamic characteristics of the NACA0012 airfoil
- Effect of nano-TiO2 on physical and rheological properties of asphalt cement
- Performance evolution of novel palm leaf powder used for enhancing hot mix asphalt
- Performance analysis, evaluation, and improvement of selected unsignalized intersection using SIDRA software – Case study
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- Experimental investigation of RC beams strengthened with externally bonded BFRP composites
- Generalized RKM methods for solving fifth-order quasi-linear fractional partial differential equation
- An experimental and numerical study investigating sediment transport position in the bed of sewer pipes in Karbala
- Role of individual component failure in the performance of a 1-out-of-3 cold standby system: A Markov model approach
- Implementation for the cases (5, 4) and (5, 4)/(2, 0)
- Center group actions and related concepts
- Experimental investigation of the effect of horizontal construction joints on the behavior of deep beams
- Deletion of a vertex in even sum domination
- Deep learning techniques in concrete powder mix designing
- Effect of loading type in concrete deep beam with strut reinforcement
- Studying the effect of using CFRP warping on strength of husk rice concrete columns
- Parametric analysis of the influence of climatic factors on the formation of traditional buildings in the city of Al Najaf
- Suitability location for landfill using a fuzzy-GIS model: A case study in Hillah, Iraq
- Hybrid approach for cost estimation of sustainable building projects using artificial neural networks
- Assessment of indirect tensile stress and tensile–strength ratio and creep compliance in HMA mixes with micro-silica and PMB
- Density functional theory to study stopping power of proton in water, lung, bladder, and intestine
- A review of single flow, flow boiling, and coating microchannel studies
- Effect of GFRP bar length on the flexural behavior of hybrid concrete beams strengthened with NSM bars
- Exploring the impact of parameters on flow boiling heat transfer in microchannels and coated microtubes: A comprehensive review
- Crumb rubber modification for enhanced rutting resistance in asphalt mixtures
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- Forecasting empirical formula for suspended sediment load prediction at upstream of Al-Kufa barrage, Kufa City, Iraq
- Optimization and characterization of sustainable geopolymer mortars based on palygorskite clay, water glass, and sodium hydroxide
- Sediment transport modelling upstream of Al Kufa Barrage
- Study of energy loss, range, and stopping time for proton in germanium and copper materials
- Effect of internal and external recycle ratios on the nutrient removal efficiency of anaerobic/anoxic/oxic (VIP) wastewater treatment plant
- Enhancing structural behaviour of polypropylene fibre concrete columns longitudinally reinforced with fibreglass bars
- Sustainable road paving: Enhancing concrete paver blocks with zeolite-enhanced cement
- Evaluation of the operational performance of Karbala waste water treatment plant under variable flow using GPS-X model
- Design and simulation of photonic crystal fiber for highly sensitive chemical sensing applications
- Optimization and design of a new column sequencing for crude oil distillation at Basrah refinery
- Inductive 3D numerical modelling of the tibia bone using MRI to examine von Mises stress and overall deformation
- An image encryption method based on modified elliptic curve Diffie-Hellman key exchange protocol and Hill Cipher
- Experimental investigation of generating superheated steam using a parabolic dish with a cylindrical cavity receiver: A case study
- Effect of surface roughness on the interface behavior of clayey soils
- Investigated of the optical properties for SiO2 by using Lorentz model
- Measurements of induced vibrations due to steel pipe pile driving in Al-Fao soil: Effect of partial end closure
- Experimental and numerical studies of ballistic resistance of hybrid sandwich composite body armor
- Evaluation of clay layer presence on shallow foundation settlement in dry sand under an earthquake
- Optimal design of mechanical performances of asphalt mixtures comprising nano-clay additives
- Advancing seismic performance: Isolators, TMDs, and multi-level strategies in reinforced concrete buildings
- Predicted evaporation in Basrah using artificial neural networks
- Energy management system for a small town to enhance quality of life
- Numerical study on entropy minimization in pipes with helical airfoil and CuO nanoparticle integration
- Equations and methodologies of inlet drainage system discharge coefficients: A review
- Thermal buckling analysis for hybrid and composite laminated plate by using new displacement function
- Investigation into the mechanical and thermal properties of lightweight mortar using commercial beads or recycled expanded polystyrene
- Experimental and theoretical analysis of single-jet column and concrete column using double-jet grouting technique applied at Al-Rashdia site
- The impact of incorporating waste materials on the mechanical and physical characteristics of tile adhesive materials
- Seismic resilience: Innovations in structural engineering for earthquake-prone areas
- Automatic human identification using fingerprint images based on Gabor filter and SIFT features fusion
- Performance of GRKM-method for solving classes of ordinary and partial differential equations of sixth-orders
- Visible light-boosted photodegradation activity of Ag–AgVO3/Zn0.5Mn0.5Fe2O4 supported heterojunctions for effective degradation of organic contaminates
- Production of sustainable concrete with treated cement kiln dust and iron slag waste aggregate
- Key effects on the structural behavior of fiber-reinforced lightweight concrete-ribbed slabs: A review
- A comparative analysis of the energy dissipation efficiency of various piano key weir types
- Special Issue: Transport 2022 - Part II
- Variability in road surface temperature in urban road network – A case study making use of mobile measurements
- Special Issue: BCEE5-2023
- Evaluation of reclaimed asphalt mixtures rejuvenated with waste engine oil to resist rutting deformation
- Assessment of potential resistance to moisture damage and fatigue cracks of asphalt mixture modified with ground granulated blast furnace slag
- Investigating seismic response in adjacent structures: A study on the impact of buildings’ orientation and distance considering soil–structure interaction
- Improvement of porosity of mortar using polyethylene glycol pre-polymer-impregnated mortar
- Three-dimensional analysis of steel beam-column bolted connections
- Assessment of agricultural drought in Iraq employing Landsat and MODIS imagery
- Performance evaluation of grouted porous asphalt concrete
- Optimization of local modified metakaolin-based geopolymer concrete by Taguchi method
- Effect of waste tire products on some characteristics of roller-compacted concrete
- Studying the lateral displacement of retaining wall supporting sandy soil under dynamic loads
- Seismic performance evaluation of concrete buttress dram (Dynamic linear analysis)
- Behavior of soil reinforced with micropiles
- Possibility of production high strength lightweight concrete containing organic waste aggregate and recycled steel fibers
- An investigation of self-sensing and mechanical properties of smart engineered cementitious composites reinforced with functional materials
- Forecasting changes in precipitation and temperatures of a regional watershed in Northern Iraq using LARS-WG model
- Experimental investigation of dynamic soil properties for modeling energy-absorbing layers
- Numerical investigation of the effect of longitudinal steel reinforcement ratio on the ductility of concrete beams
- An experimental study on the tensile properties of reinforced asphalt pavement
- Self-sensing behavior of hot asphalt mixture with steel fiber-based additive
- Behavior of ultra-high-performance concrete deep beams reinforced by basalt fibers
- Optimizing asphalt binder performance with various PET types
- Investigation of the hydraulic characteristics and homogeneity of the microstructure of the air voids in the sustainable rigid pavement
- Enhanced biogas production from municipal solid waste via digestion with cow manure: A case study
- Special Issue: AESMT-7 - Part I
- Preparation and investigation of cobalt nanoparticles by laser ablation: Structure, linear, and nonlinear optical properties
- Seismic analysis of RC building with plan irregularity in Baghdad/Iraq to obtain the optimal behavior
- The effect of urban environment on large-scale path loss model’s main parameters for mmWave 5G mobile network in Iraq
- Formatting a questionnaire for the quality control of river bank roads
- Vibration suppression of smart composite beam using model predictive controller
- Machine learning-based compressive strength estimation in nanomaterial-modified lightweight concrete
- In-depth analysis of critical factors affecting Iraqi construction projects performance
- Behavior of container berth structure under the influence of environmental and operational loads
- Energy absorption and impact response of ballistic resistance laminate
- Effect of water-absorbent polymer balls in internal curing on punching shear behavior of bubble slabs
- Effect of surface roughness on interface shear strength parameters of sandy soils
- Evaluating the interaction for embedded H-steel section in normal concrete under monotonic and repeated loads
- Estimation of the settlement of pile head using ANN and multivariate linear regression based on the results of load transfer method
- Enhancing communication: Deep learning for Arabic sign language translation
- A review of recent studies of both heat pipe and evaporative cooling in passive heat recovery
- Effect of nano-silica on the mechanical properties of LWC
- An experimental study of some mechanical properties and absorption for polymer-modified cement mortar modified with superplasticizer
- Digital beamforming enhancement with LSTM-based deep learning for millimeter wave transmission
- Developing an efficient planning process for heritage buildings maintenance in Iraq
- Design and optimization of two-stage controller for three-phase multi-converter/multi-machine electric vehicle
- Evaluation of microstructure and mechanical properties of Al1050/Al2O3/Gr composite processed by forming operation ECAP
- Calculations of mass stopping power and range of protons in organic compounds (CH3OH, CH2O, and CO2) at energy range of 0.01–1,000 MeV
- Investigation of in vitro behavior of composite coating hydroxyapatite-nano silver on 316L stainless steel substrate by electrophoretic technic for biomedical tools
- A review: Enhancing tribological properties of journal bearings composite materials
- Improvements in the randomness and security of digital currency using the photon sponge hash function through Maiorana–McFarland S-box replacement
- Design a new scheme for image security using a deep learning technique of hierarchical parameters
- Special Issue: ICES 2023
- Comparative geotechnical analysis for ultimate bearing capacity of precast concrete piles using cone resistance measurements
- Visualizing sustainable rainwater harvesting: A case study of Karbala Province
- Geogrid reinforcement for improving bearing capacity and stability of square foundations
- Evaluation of the effluent concentrations of Karbala wastewater treatment plant using reliability analysis
- Adsorbent made with inexpensive, local resources
- Effect of drain pipes on seepage and slope stability through a zoned earth dam
- Sediment accumulation in an 8 inch sewer pipe for a sample of various particles obtained from the streets of Karbala city, Iraq
- Special Issue: IETAS 2024 - Part I
- Analyzing the impact of transfer learning on explanation accuracy in deep learning-based ECG recognition systems
- Effect of scale factor on the dynamic response of frame foundations
- Improving multi-object detection and tracking with deep learning, DeepSORT, and frame cancellation techniques
- The impact of using prestressed CFRP bars on the development of flexural strength
- Assessment of surface hardness and impact strength of denture base resins reinforced with silver–titanium dioxide and silver–zirconium dioxide nanoparticles: In vitro study
- A data augmentation approach to enhance breast cancer detection using generative adversarial and artificial neural networks
- Modification of the 5D Lorenz chaotic map with fuzzy numbers for video encryption in cloud computing
- Special Issue: 51st KKBN - Part I
- Evaluation of static bending caused damage of glass-fiber composite structure using terahertz inspection