Abstract
Corrosion resistance of high strength steel (HHS) embedded in ultra-high performance concrete (UHPC) immersed in 3.5% NaCl solution is evaluated in the absence and presence of nano silica (NS), nano glass waste (NGW), nano rice husk ash (NRHA) and nano metakaolin (NMK) using open circuit potential, potentiodynamic polarization and electrochemical impedance spectroscopy (EIS) under normal and accelerated conditions. Data showed that the corrosion rate in the accelerated conditions is higher compared by the normal conditions due to the increasing in the rate of both anodic and cathodic reactions in the presence of anodic current. On the other hand, the presence of the studied nano materials decreases both the anodic and cathodic overpotentials, and shifts both the open circuit potential (Eocp) and corrosion potential (Ecorr) of HSS to more noble values, as well as decreases the values of the corrosion current densities (Icorr) in both normal and accelerated conditions. Furthermore, EIS analysis illustrates that the presence of these materials enhances both the concrete bulk resistance and the charge transfer resistance at HSS/UHPC interface, which retards the flow of the electrons between the anodic and cathodic sites, thus impeding the propagation of the corrosion process. The inhibitory effect of the studied nano materials for the corrosion of HSS is interpreted on the basis of the change in the microstructure and the compressive strength of the UHPC.
Introduction
Concrete is considered as the backbone of the construction industry all over the world from an economic point of view. However, its high brittleness, relatively low tensile-to-compressive strength and insufficient flowability as well as exposer to the aggressive marine environment causes a global concern over its lifespan1,2. Therefore, ultra-high performance concrete (UHPC) is considered as a new generation of cementitious composite that be recently used in the construction infrastructures technology. The advantages of the UHPC compared to ordinary concrete are concerned to its extraordinary properties such as strength, durability, ductility, very low water/binder ratio and its highly resistance to the environmental conditions3,4,5,6. UHPC has employed several projects all over the world and has gained interests in complicated applications such architectural features, bridges, roads, rehabilitation, repair and vertical components; such as utilities towers for gas and oil industry applications, windmills towers, hydraulic structures in different countries7.
Nano-technology have revealed that, nano-sized particles with high surface area to volume ratio, that provides the potential for tremendous chemical reactivity to achieve the current challenge to get durable concrete with less cement within reasonable cost. Due to the fact that glass waste is not biodegradable, landfills do not offer an ecological solution. A potential solution providing a sustainable, ecological and economic solution are needed. Investigations proved that a particle size less than 75 µm has a pozzolanic reactivity and positive contribution on the micro-structural properties8. The pozzolanic nature of rice husk ash due to high silica content makes it a valuable supplementary cementitious material that reduces the land-filling costs, as well as provides a cleaner sustainable environmental solution in saving energy and reducing carbon dioxide generation by cement consumption9
Corrosion of steel reinforcing steel bar (rebar) in concrete is one of the most important and frequent factor in long-term civil infrastructure failures around the world10. Chloride-induced corrosion of rebar is considered as a main reason for steel corrosion in civil infrastructure, that be occurred due to attacks of chloride ions from marine and chloride contaminated environments11,12. Numerous materials can be used to improve the microstructures of UHPC, that can decrease the permeability and diffusibility of the chemicals inducing chlorides to the rebar13,14, other waste materials are used to improve the shielding effect of the concrete to gamma radiation15. Maddalena et. al.16, synthesized the relative simplicity, speed, comparative low cost of C–S–H to improve the mechanical and microstructure in the construction industry. UHPC with 1% nano metaclay enhanced the corrosion resistance for embedded steel17. The presence of nano silica (NS) in UHPC, effectively delayed the initiation of the corrosion of steel bars. LPR and Tafel results ensured that NS increased the polarization resistance of embedded bars and lowered corrosion rate14. Accelerated corrosion test has the most efficiency technique to measure the corrosion resistance. Some studies have revealed that great differences exist between accelerated corrosion and natural corrosion on corrosion products, distribution of corrosion penetration and developing of expansive cracks18,19,20 Corrosion resistance of high performance concrete (HPC), ultra-high performance concrete (UHPC) and UHPC incoroprating nano silica (UHPC-ns) was evaluated14. Results indicated that the time nedded for the first crack was 3600 min, 7000 min, and 8800 min for HPC, UHPC and UHPC-ns respectively, indicating that the corrosion resistance of UHPC-ns is higher than that of UHPC and HPC. Corrosion rate of UHPC-ns was the lowest rate 0.1 mm/year when compared to 0.35 mm/year and 0.17 mm/year for HPC and UHPC respectively. Higher polarization due to nano silica ensures the enhancement of corrosion resistance also corrosion potenial dropped in all cases with the similarity in case of HPC and UHPC but Ecorrof UHPC-ns dropped from 0.511 V to 0.58 V with asignificat values due to nano silica effect in improving the concrete microstructure, strength and durability which plays avital role in lowering the diffusion of chlorides in the concrete specimens21. Nano titinium and nano CaCO3 in presence of sodium nitrate achieved noticable improvemrnt indurability, strenght, carbonaton and corrosion resistance of green concrete1. The inclusion of 1% nano matakaolin enhances the mechanical properties and microstructure of UHPC22,23. Tawfik et al.24, studied the corrosion rate of reinforcing steel in high-performance concrete using nano additives. They found that the corrosion potentials of the rebar were shifted to more positive values, as well as the corrosion current densities were decreased in the presence of the nano additives compared to control sample.
Aim of our research is to evaluate the effect of nano silica and three types of nano waste materials; nano glass waste (NGW), nano rice husk ash (NRHA) and nano metakaolin (NMK) on the corrosion resistance of HSS embedded in UHPC immersed in 3.5% NaCl solution in normal and accelerated conditions using open circuit potential, Potentiodynamic polarization and electrochemical impedance spectroscopy techniques.
Experimental
Materials
Ordinary Portland Cement (type I, 52.5 grade) supplied from Misr Beni Suef company (Beni Suef city, Egypt) according to ASTM C15025 is used for casting the concrete specimens. Silica fumes is supplied from Sika Egypt Company with specific surface area of 16.8 × 103 m2/Kg and 2.15 specific gravity, is used as mineral admixture based on the mass of the cement. The aggregate consisted of crushed dolomite from Ataqa mountain quarry with a maximum size of 6.3 mm and specific density of 2.65 as a coarse aggregate, while natural sand with fineness modulus of 2.94 mm as a fine aggregate. The selection of the aggregates is in agreements with ASTM C3326. Coarse aggregate is used in saturated surface dry conditions, while fine aggregate is washed, dried and used in dry conditions. Additional amount of water equal to absorption of sand is added to the effective water (w/b). Polycarboxylates water reducer (Sika Viscocrete 3425) with density of 1.08 t/m3 is used as a superplasticizer with 1.0 – 1.5% based on the mass of the cement. 35 mm hooked-end steel fibers with aspect ratio of 43.75 and tensile strength of 1100 MPa are used to improve the ductility and increase the energy absorption of the ultra-high performance concrete (UHPC).
Nano silica (NS) and three types of nano waste materials; nano glass waste (NGW), nano rice husk ash (NRHA) and nano metakaolin (NMK) are prepared in nano sized scale, in our laboratory as discussed previously23,27,28,29 which schematically represented in Fig. 1, and their chemical composition are tabulated in Table 1, as well as their microstructure is shown in Fig. 2. The mix design for casting the UHPC specimens is based on Maravelaki-Kalaitzaki et al.30 and are summarized in Table 2.
HSS rebar
The studied high strength steel (HSS) is produced according to Egyptian Standards as deformed bars (ES 262/2009 Gr), its chemical composition as provided from the manufacturer is shown in Table 3.
Sample geometry
UHPC cylindrical specimens with 100 mm diameter and 200 mm height are casted for the electrochemical tests. HSS rebar with 16 mm diameter and 200 mm height is embedded in UHPC mix at the middle of the cylindrical specimens at a distance of 42 mm from concrete base as schematically represented in Fig. 3.
Electrochemical measurements
All the electrochemical measurements are carried out using the Potentiostat / Galvanostat (AUTOLAB PGSTAT 128 N) as previously reported31. In short, standard three-electrode cell with HSS rebar working, saturated Ag/AgCl reference and Pt sheet counter electrodes are used, while NOVA 1.11 software is used to records and fits the electrochemical measurements. Potentiodynamic polarization measurements are achieved in the potential range between –100 to + 100 mV vs. EOCP values at 25 ± 2 °C with the scan rate of 1.0 mV s-1. Electrochemical impedance spectra at the respective EOCP values are recorded using AC signals of amplitude 5 mV peak to peak in the frequency range of 10 kHz to10 MHz.
Impressed voltage test
The impressed voltage technique is considered as an accelerated technique used to investigate the corrosion resistance of the rebar32. The test setup is represented in Fig. 4, and occurred by immersing the specimens in 3.5% NaCl solution. HSS rebar acts as the anode and a cylindrical steel acts as the cathode, while a constant DC potential of 12 V is impressed between the anode and cathode using a DC power supply.
Microstructure characterization
The microstructures of the prepared materials are examined using a Transmission Electron Microscope (JEOL JEM 2100, Japan) with an acceleration voltage of 200, SEM–EDX analysis is carried out using JSM-6510LA (JEOL, Tokyo, Japan). Crystallinity and the phase identification are analyzed using X-ray diffractometer (PANalytical Empyrean, Netherlands) using CuKa radiation (wavelength λ = 1.54045 Å) at an accelerating voltage 40 kV, current 35 mA.
Raman Spectroscopy RS are illuminated with a 532 nm He–Ne. Laser scanning is carried out by using the syncro mode from 0 to 2000 cm-1. Data are performed with WiRE3.3 software (Renishaw, Illinois). BET surface area, pore volume and pore size distribution are determined using a surface area analyzer (TriStar II 3020, Micromeritics, USA).
Compressive strength test
Concrete cube specimens of size 150 mm × 150 mm × 150 mm are casted and subjected to compressive strength test as per ASTM C3933 using a 3000 kN capacity digital compressive testing machine at the age of 28 days.
Results and discussion
Open circuit potentials
Changes in the open circuit potentials (EOCP) values of HSS embedded in UHPC that been immersed for 50 days in 3.5% NaCl solution in the absence and presence of 1% NS, NGW, NRHA and NMK under normal and accelerated conditions at 25 ± 2 °C are shown in Fig. 5 and Table 4. Data clearly shows that, more negative value of Eocp for HSS embedded in the control specimen (UHPC) in accelerating conditions compared by its value in the normal conditions. This results are attributed to the increasing in the rate of both anodic and cathodic reactions in the presence of anodic current, that increases the overall corrosion rate. These reactions can be summarized11,34 as:
-
1.
The anodic dissolutions of HSS that release electrons and dissolves as ferrous ions as represents in the following equation:
$$ {\text{Fe}} \to {\text{Fe}}^{2 + } + 2e^{ - } $$(1) -
2.
These electrons migrate to the cathodic site to reduce O2 and/or H2O as follows:
$$ {\text{O}}_{2} + 2{\text{H}}_{2} {\text{O}} + 4e^{ - } \to 4{\text{OH}}^{ - } $$(2)$$ {\text{2H}}_{2} {\text{O}} + 2e^{ - } \to 2{\text{OH}}^{ - } + {\text{H}}_{2} $$(3) -
3.
Then Fe2+ contentious to react as follows to form rust:
$$ {\text{Fe}}^{ + } + 2{\text{OH}}^{ - } \to {\text{Fe}}({\text{OH}})_{2} $$(4)$$ {\text{4Fe(OH)}}_{2} + 2{\text{H}}_{2} {\text{O}} + {\text{O}}_{2} \to 4{\text{Fe}}({\text{OH}})_{3} $$(5)$$ {\text{6Fe(OH)}}_{2} + {\text{O}}_{2} \to 6{\text{H}}_{2} {\text{O}} + 2{\text{Fe}}_{3} {\text{O}}_{4} $$(6)
Also, we can conclude from that figure that, the incorporating of the studied nano materials in UHPC, enhances the corrosion resistance of HSS in both normal and accelerating conditions. This behaviour can be explained as a result of the synergistic effect of these nano materials on the microstructure and mechanical properties of UHPC as summarized in Fig. 6 and Table 2. It is found that, the SEM micrograph of UHPC shows denser microstructure with no evidence of micro cracks propagation in the presence of the studied nano materials compared to UHPC control specimen. Specific surface area of UHPC and its composite with the studied nano materials are studied by BET multi-point method and BJH method. Results of the specific surface area, total pore volume and pore size analysis are tabulated in Table 5. It can be seen from the Table 5 that the incorporation of the nano materials with the UHPC shows microporous structure (pore size ˂ 10 nm) with small both specific surface area and total pore volume, compared to UHPC which follows the following order: UHPC ˃ UHPC-NMK ˃ UHPC-NRHA ˃ UHPC-NWG ˃ UHPC-NS. This observation can be interpreted to the filling effect of these materials on both the pores and the micro cracks of UHPC as well as their effect on the pozzolanic reaction that enhances the compactness structure of the UHPC composite. On the other hand, the order of the dense structure of the UHPC composites are in a good agreement with their measured compressive strength as indicated from Table 2. This improvement in the dense pore structure and the compressive strength of the UHPC composites, enhances the inhibitory effect of the diffusion and penetration of O2, H2O and Cl- to HSS/UHPC interface. Therefore, reduces the rate of the cathodic reaction and thereby the overall corrosion rate. On the other hand, the presence of these nano materials increases the electrical resistivity of UHPC that retards the flow of electrons between the anodic and cathodic sites, thus impeding the propagation of the corrosion process10. This data is in a good agreement with our EIS measurements.
Potentiodynamic polarization measurements
Potentiodynamic polarization measurements are conducted for HSS rebar embedded in UHPC after immersion in 3.5% NaCl solution for 50 days, by changing the electrode potential automatically ± 100 mV against the EOCP with scan rate of 1.0 mV/s. Figure 7 represents the anodic and cathodic polarization curves of HSS embedded in UHPC in the absence and presence of 1% NS, NGW, NRHA and NMK, under normal and accelerated conditions at 25 ± 2 °C, while there electro-chemical kinetic parameters are tabulated in Table 4. The results imply that the presence of uniform corrosion without any sign for pitting corrosion within the studied polarization range for all specimens under normal and accelerated conditions. Moreover, the corrosion potential (Ecorr) of the control specimens (UHPC) is found to be -547.2 and -520.4 mV (vs. Ag/AgCl) while the corrosion current density (Icorr) of 39.14 and 31.72 µA.cm-2 in the accelerated and normal conditions respectively. On the other hand, the calculated corrosion rate (CRate) for HSS in normal condition is 0.369 mm/year compared to 0.454 mm/year in case of accelerated condition. The higher both ICorr and CRate with more negative shift in the Ecorr for HSS in accelerated condition, compared to normal condition can be attributed to the higher both anodic and cathodic reactions in the presence of anodic current as discussed before.
Addition of 1% nano materials to the UHPC, decreases both the anodic and cathodic polarization of HSS, and shifts its ECorr to more noble values, as well as decreases both ICorr and CRate compared to control specimen in both conditions. Figure 8 shows the variation of Icorr of HSS as a function in the nano material types, as indicated from the figure, the values of Icorr are declining from 39.14 µA.cm-2 for UHPC control specimen in the accelerated conditions to 20.39, 16.69, 12.41 and 11.92 µA.cm-2 for UHPC-NRHA, UHPC-NS, UHPC-NMK and UHPC-NGW respectively. Also, in the normal condition the values of ICorr are decreased follows the following order: UHPC ˃ UHPC-NMK ˃ UHPC-NRHA ˃ UHPC-NGW ˃ UHPC-NS. We can conclude from the above results, the incorporating of the studied nano materials during the UHPC mix, increases the corrosion resistance of HSS rebar embedded in UHPC. These results are in a good agreement with the values of the calculated corrosion rate that graphically represented in Fig. 9. This effect is explained on the basis of the dual effect of these nanomaterials which, (1) Effectively filling the micro pores that reduces the permeability and improves the UHPC' microstructure and thus its corrosion resistance as discussed before. (2) Accelerates the rate of the hydration reaction which, acts as the nucleation sites for the formation of the hydration products; calcium hydroxide (CH) and calcium silicate hydrate (CSH). On the other hand, the presence of active SiO2 in these nano materials, enhances the CSH/CH ratio, which increases the gel pore in UHPC microstructure, that leads to improving its mechanical properties; as observed in its compressive strength (c.f. Table 2), and thereby its corrosion resistance. Figure 10 shows TGA thermograms of UHPC in the absence and presence of the studied nano materials, while the variation of CH and CSH %, that been calculated from TGA data based on Taylor's equation35, are graphically represented in Fig. 11. Results show that the CSH% increases with the following order: UHPC ˂ UHPC-NRHA ˂ UHPC-NMK ˂ UHPC-NS ˂ UHPC-NGW. This order is well agreement with our results of the values of both HSS corrosion resistance and UHPC compressive strength. Also, XRD results clarify the presence of diffraction peaks corresponds to CSH at 2θ values of 26.8°, 33.1°, 40.9°, 58.8°, 70.8° and 81.3° (JCPDS 00-029-0373)1 with high intensity in the UHPC incorporating with nano materials compared to UHPC control specimen as shown in Fig. 12. This can be interpreted to the increasing in the rate of the hydration reaction and thereby the hydration products, as a result of the incorporation of the nano materials to UHPC. This finding is agreed well with the higher Ca/Si molar ratio which is calculated using EDX analysis in the presence of the studied nano materials as shown in Fig. 13. Moreover, Fig. 14 shows Raman patterns for UHPC and its composites with nano materials to assign the characteristic Raman shifts, as a reference to identify each individual components in the hydration process. It is observed that the characteristic peak of silica fume is observed as a strong and unique at 517 cm-1, with different intensity due to pozzolanic reactivity and silica reinforced nano materials. Its highest intensity is obtained at UHPC-NS composite, due to the overlapping between nano silica and silica fume. In addition, silica fume can react with calcium hydroxide (CH) in the presence of water during hydration process, resulting calcium silicate hydrate (CSH) which observed as strong and highest intensity at 342 and 665.58–711.4 cm-1 for UHPC, at 339.7 and 638–684.51 cm-1 for UHPC-NS, at 340.3 and 647– 671 cm-1for UHPC-NMK, at 337.4 and 647.2–671 cm-1 for UHPC-NWG and at 337 and.
641.8–709 cm-1 for UHPC-NRHA. Also, calcium hydroxide (CS) peaks decreased in the presence of nano materials, that can be explained to the effect of these nano materials on the rate of the pozzolanic reaction36. Also, the highly pozzolanic reaction and phase transfer in UHPC nanocomposites compared to UHPC is observed from the higher CSH/CH phase ratio in case of nanocomposites. This finding is in a good agreement with the previous results which is calculated from the TGA thermograms.
Electrochemical impedance spectroscopy
EIS is a non-destructive useful technique which provides a detailed characteristic about Metal/solution and Metal/concrete interface37,38,39. Figure 15 represents the Neyquist plots of HSS embedded in UHPC in the absence and presence of NS, NWG, NRHS and NMK in both normal and accelerated conditions at Eocp over the frequency range of 100 kHz to 10 MHz. Data point out that the presence of two consecutive capacitive semicircles, that have been interpreted to the dielectric properties of the concrete bulk in the high frequency region and to the steel/concrete interface at low frequency region40. The diameter of these capacitive loops increases without any change in the shapes of the Nyquist plots in the presence of the studied nano materials, suggesting the mechanism of the corrosion resistance in the absence and presence of these materials is not changed39. The increase in the diameters of both two capacitive loops that equivalent to the concrete resistance and charge transfer resistance can be explained to the effect of these materials on the microstructure of the UHPC as discussed before. Denser microstructure due to the effective filling of pore by these nano materials, retards the diffusion of the corrosive ions and H2O/O2 molecules through the UHPC bulk to the HSS/UHPC interface. Therefore, decreases both the anodic dissolution of HSS and the cathodic reduction of O2 and/or H2O. This finding indicates the corrosion resistance has been enhanced and the increase in the capacitive loops diameter follows the following order: UHPC ˂ UHPC-NMK ~ UHPC-NRHA ˂ UHPC-NWG ~ UHPC-NS in the normal conditions and in the accelerated conditions as per: UHPC ˂ UHPC-NS ˂ UHPC-NRHA ˂ UHPC-NGW ˂ UHPC-NMK.
Figure 16 illustrates the Bode plots obtained for HSS embedded in UHPC, data shows a broad time constant joined by two time constants at high and low frequency regions that attributed to dielectric properties for the concrete and the HSS/UHPC interface as discussed before. The conjunction of the two time constants indicating that the frequency responses of the two time constants are similar41. On the other hand, gradual increase of both the area under the curve and phase angle in the presence of these materials compared to the control specimen means the improvement of the UHPC' resistance against the diffusion of the corrosive ions, and thus increases the corrosion resistance for the HSS42,43,44.
The experimental data are fitted to an electrochemical equivalent circuit based on the Boukamp model45, and its model is represented in Fig. 17. It can be seen that the Neyquist plots show [RQ/Q(RW)] equivalent circuit with two-time constant that agreed with the electrochemical equivalent circuit that fitted steel/ concrete systems11,46,47,48,49,50. In this model, R1 and R2 denote the concrete and charge transfer resistances respectively, while the dielectric properties of the concrete bulk and HSS/UHPC interface are represented by CPE1 and CPE2. Moreover, the diffusion of the charged species is represented by Warburg impedance (W)11. The replacement of pure double layer capacitance (Cdl) with both constant phase element (CPE) and phase shift (N) aims to the compensation of the depression of semicircles in the Nyquist plots that related to the surface roughness. The calculated values of R2 and CPE2 of HSS embedded in UHPC corresponding to the charge transfer reaction through the corrosion process shows a change in the structure of the HSS/UHPC interface in both normal and accelerating conditions for nano composite samples compared to UHPC. Data clarify that, increasing the values of the charge transfer resistance (R2) and decreasing the values of the constant phase elements (CPE2) are observed in the presence of nano materials as per the following order: UHPC (R2 = 502 Ω, CPE2 = 3.7 × 103 µMho) , UHPC-NMK (R2 = 750 Ω, CPE2 = 3.4 × 103 µMho), UHPC-NRHA (R2 = 866 Ω, CPE2 = 3.1 × 103 µMho), UHPC-NWG (R2 = 1.25 kΩ, CPE2 = 1.75 × 103 µMho), UHPC-NS (R2 = 2.33 kΩ, CPE2 = 0.8 × 103 µMho) in the normal conditions and in the accelerated conditions as follows: UHPC (R2 = 231 Ω, CPE2 = 4.1 × 103 µMho), UHPC-NS (R2 = 362 Ω, CPE2 = 3.4 × 103 µMho), UHPC-NRHA (R2 = 399 Ω, CPE2 = 2.9 × 103 µMho), UHPC-NGW (R2 = 1.68 kΩ, CPE2 = 2.1 × 103 µMho), UHPC-NMK (R2 = 2.23 kΩ, CPE2 = 0.7 × 103 µMho). This behaviour can be explained to the effect of the studied nano materials on the UHPC microstructure which retards both the diffusion and the penetration rates of H2O molecules with high dielectric constant to HSS/UHPC interface. Therefore, the charge transfer reaction is decreased and consequently the corrosion protection is enhanced.
Conclusion
-
1.
Corrosion resistance of HSS embedded in UHPC immersed in 3.5% NaCl in the absence and presence of 1% NS, NWG, NMK and NRHA is evaluated using open circuit potential, potentiodynamic polarization and electrochemical impedance spectroscopy techniques under normal and accelerated conditions.
-
2.
Incorporation of the studied nano materials in UHPC, shifts both the Eocp and Ecorr of HSS to more noble values without any sign for the pitting corrosion, as well as decreases its Icorr compared to the control specimen in the normal and accelerated conditions.
-
3.
EIS analysis illustrates that the presence of the studied nano materials enhances both the concrete bulk resistance and the charge transfer resistance at HSS/UHPC interface.
-
4.
TGA analysis showed the order of the weight loss due to the dehydration of CSH is agreed with the order of the compressive strength and the corrosion resistance.
-
5.
The inhibitory effect of the studied nano materials for the corrosion of HSS is interpreted on the basis of the change in the microstructure of UHPC that retards both the (1) diffusion of the corrosive ions and/or H2O/O2 molecules through the UHPC bulk to the HSS/UHPC interface, and (2) the flow of the electrons between the anodic and cathodic sites, thus impeding the propagation of the corrosion process.
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M. M. EL-Deeb, A. Serag Faried and A. A. Farghali planned the work, proposed the basic idea and supervised the work. S. A Mostafa implemented the experimental work. M. M. EL-Deeb and A. Serag Faried wrote the paper. All authors reviewed the manuscript
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Mostafa, S.A., EL-Deeb, M.M., Farghali, A.A. et al. Evaluation of the nano silica and nano waste materials on the corrosion protection of high strength steel embedded in ultra-high performance concrete. Sci Rep 11, 2617 (2021). https://doi.org/10.1038/s41598-021-82322-0
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DOI: https://doi.org/10.1038/s41598-021-82322-0
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