Next Article in Journal
Correction: Białobrzeska, B.; Jasiński, R. Resistance to Abrasive Wear with Regards to Mechanical Properties Using Low-Alloy Cast Steels Examined with the Use of a Dry Sand/Rubber Wheel Tester. Materials 2023, 16, 3052
Previous Article in Journal
Assessment of Water Transport and Chemical Attack of Meta-Illite Calcined Clay Blended Cement in High-Performance Concrete
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Study on the Photothermal Performance of a “Thermal Shielding” Coating Using Tungsten Bronze as Functional Material for Asphalt Pavement

1
Lanzhou Highway Development Center, Lanzhou 730000, China
2
Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’an University, Xi’an 710064, China
3
Highway Development Center of Dongtai City, Yancheng 224200, China
4
China State Construction Silk Road Investment Group Co., Ltd., Xi’an 710075, China
*
Author to whom correspondence should be addressed.
Materials 2023, 16(22), 7150; https://doi.org/10.3390/ma16227150
Submission received: 17 October 2023 / Revised: 30 October 2023 / Accepted: 10 November 2023 / Published: 14 November 2023

Abstract

:
Asphalt pavements absorb more than 90% of the incident solar radiation, which induces not only high-temperature degradation but also the urban heat island (UHI) effect. In this study, a novel nanoscale non-stoichiometric compound containing tungsten (MxWO3) was used for the first time to prepare thermal shielding coatings to reduce the temperature of pavements and mitigate the UHI effect. Coatings with good shielding characteristics were selected for outdoor thermal insulation tests to evaluate their properties. MxWO3 (M = K, Na, Cs) exhibited significant thermal shielding, especially CsxWO3. Outdoor thermal insulation tests were performed for the CsxWO3 coatings, and it was found that the greater the doping, the more significant the thermal shielding effect. Compared with untreated pavements, the surface-coated pavement exhibited significant cooling at 5 cm and 15 cm depth-wise, which reduced the overall pavement temperature by 1–2 °C, and the coating thickness affected the cooling effect.

1. Introduction

Black asphalt pavements, which have a high solar radiation-absorbing capacity and strong heat storage capabilities, often experience excessively high temperatures under intense solar radiation. High temperatures lead to an increased occurrence of pavement distress, such as rutting, and contribute to a higher urban heat island effect [1,2,3,4]. Consequently, this issue has garnered significant attention in both the fields of engineering and environmental science, as shown in Figure 1 and Figure 2.
To mitigate the aforementioned high-temperature-related issues, researchers have proposed new types of asphalt pavements, including water-retaining pavement, PCM-impregnated pavement, reflective pavement, high-conductive pavement, and energy-harvesting pavement [5,6,7,8]. Compared to traditional dense asphalt concrete, these new or unconventional asphalt pavements exhibit lower surface temperatures throughout the day or during certain time periods. From an environmental science perspective, whether these new pavement structures effectively alleviate the urban heat island effect remains a subject of study [9]. However, from an engineering technology standpoint, the reduction in extremely high temperatures on pavement surfaces does indeed contribute to a decreased likelihood of high-temperature pavement damage [3,4].
Figure 1. Instance map of the UHI effect [10].
Figure 1. Instance map of the UHI effect [10].
Materials 16 07150 g001
Figure 2. Schematic illustrating the UHI effect.
Figure 2. Schematic illustrating the UHI effect.
Materials 16 07150 g002
Among the types of pavement mentioned above, reflective pavement is considered to be a type of asphalt pavement with limited application restrictions that can effectively mitigate the urban heat island effect [7]. Surface gritting with light-colored aggregate, chip seals with light-colored aggregate, sealing, resurfacing, coatings and pigments, and other methods can increase the reflectivity of pavement surface [9,11]. In recent years, with the rapid development and wide application of organic resin materials and nanomaterials, pavement reflective coating has been the most preferred technique for reflective pavement, with merits such as excellent and controllable optical properties, simple construction, strong adhesion to asphalt pavement, and no adverse effects on the mechanical properties of asphalt mixtures being proven [12,13,14].
Numerous studies have reported a significant cooling effect of reflective coatings on asphalt pavements. However, as research on reflective pavements continues to advance, limitations in their application have become evident, especially on urban roads surrounded by dense buildings [15,16,17,18]. A simulation study conducted by Yaghoobian et al. in Phoenix, Arizona, showed that when the ground surface reflectivity increases from 0.1 to 0.5, the annual cooling load of a local four-story office building increases by 11% (33.1 kWh·m−2) [19]. In addition, the increase in heating energy consumption in winter caused by the use of reflective pavement is likely to be greater than the cooling energy demand saved in summer [20]. Hence, preserving the benefits of pavement coatings and replacing reflective functional materials with new ones to develop novel asphalt pavement cooling coatings that are better suited for urban roads is a promising scientific endeavor.
In recent years, new nanoscale MxWO3 materials have been widely used in the fields of construction materials and insulating glass [21]. Local surface plasmon resonance [22] and small-polaron absorption [23] have resulted in good near-infrared thermal shielding properties, wherein infrared radiation was absorbed from 700 to 2500 nm, which is an ideal thermal shielding material [24] and has already demonstrated its excellent cooling performance [25,26]. Therefore, in this study, we exploit the use of nano-MxWO3 for road engineering as a novel functional material for the development of a “thermal shielding” coating. The coatings were tested using a UV/VIS/NIR spectrophotometer (PerkinElmer Lambda 950) to evaluate the effect of different cations (M = Na, K, Cs) and doping levels (2%, 4%, and 6%) of MxWO3 on the optical properties of the road coatings to achieve excellent near-infrared light-shielding and to test their thermal insulation effect under actual outdoor solar radiation conditions.

2. Materials and Methods

2.1. Raw Materials

2.1.1. Functional Fillers

The complex crystal structure of MxWO3 (cubic, tetragonal, and hexagonal phases) results in excellent characteristics, including near-infrared light-shielding properties. In its structural formula, x is in the range of 0 to 1, and M can be an alkali metal, an ammonium ion, or a rare earth metal ion. The properties of MxWO3 vary for different cations. In this study, three tungsten-containing non-integrable compounds, Cs+, Na+, and K+, were selected. The three types of tungsten bronze nanoparticles used in this study are all of reagent grade and were purchased from Hangzhou Jikang New Materials Co., Ltd., Hangzhou, China.

2.1.2. Binders and Additives

The epoxy resin and chemical additives (curing agent and toughening agent) were used as film-forming substances, and the specific parameters of the reagents are listed in Table 1, Table 2 and Table 3. The coating’s constituent materials are all of reagent grade and were purchased from Shanghai Q.z. New Mates Tech Co., Ltd., Shanghai, China.

2.2. Preparation of the Coatings

First, the epoxy resin with a fixed ratio of the toughening agent was mechanically stirred for 5 min at a rate of 100–150 r/min to obtain mixture A. Second, a curing agent was added to mixture A, and mechanical stirring was conducted for 10 min at a rate of 150–200 r/min to obtain mixture B. Finally, the tungsten bronze nanoparticles were blended into mixture B and mechanically stirred for 10 min at a rate of 500–1000 r/min to obtain mixture C. (Table 4 presents the components of each coating in this study along with their corresponding abbreviations.) Mixture C was slowly poured into a mould that was coated with a release agent, and its size is shown in Figure 3. After casting was completed, the mould was maintained at room temperature (25 °C) for 24 h; the mould was then released, and the coated specimen was obtained. The optical properties of the coating were tested using a 2 cm × 2 cm sample, as shown in Figure 4.

2.3. Experiment Methods

2.3.1. Functional Filler Performance Characterization

In this study, three types of tungsten bronzes with good infrared shielding properties, NaxWO3, KxWO3, and CsxWO3, were used to prepare the coatings. X-ray diffraction (XRD) and UV/VIS/NIR spectrophotometer were employed to evaluate the purity, crystallisation, and optical properties of MxWO3.

2.3.2. Optical Properties of Road Coatings

The absorbance of the coating was measured according to the ASTM E903-12 standard [27]. The measurement device was a UV/VIS/NIR spectrophotometer (Perkin Elmer Lambda 950 with accuracy ± 0.08 nm) equipped with an integrating sphere (150 mm diameter). The measurement interval was set to 1 nm. The average absorbance value was obtained based on three records for each sample.

2.3.3. Tests on the Thermal Insulation Effect of the Pavement Coatings

A 300 mm ×300 mm ×50 mm asphalt slab was prepared and cut into four portions (150 mm × 150 mm × 50 mm). Three of them were stacked, and four temperature sensors were placed at the depth of 0, 5, 10, and 15 cm from the surface of the asphalt slabs (The four positions are denoted as P0, P5, P10, and P15, respectively), and the specimens were wrapped with insulation material around the perimeter and bottom. The surface of the test pieces was coated with different pavement coatings and placed outdoors without any shelter, and the insulation effect of the coating was analyzed based on the temperature profile obtained using a temperature patrol, as shown in Figure 5. In this study, we used PT100 thermocouple temperature sensors with a resolution of 0.1 °C, and data were collected at 5 min intervals.

2.4. Data Analysis Methods

To better evaluate the test results of the optical properties of the coatings with different schemes, data standardization (normalization) was used to process the raw data to address the issue of comparability between the data.
In this study, min–max normalization was used to linearly transform the raw data so that the resultant values were mapped between [0–1]. The transformation function is given by Equation (1):
x * = x min max min
where max and min are the maximum and minimum values of the data, respectively.

3. Results

3.1. Performance Analysis of MxWO3

3.1.1. Results of XRD

XRD measurements were employed to evaluate the purity and crystallisation of the MxWO3 (M = K, Na, Cs) material used in this study. The XRD spectrum of MxWO3 is displayed in Figure 6, along with the corresponding standard XRD patterns and their JCPDS numbers at the bottom of each figure. The samples that best match the overall diffraction peaks with KxWO3, NaxWO3, and CsxWO3 are the hexagonal K0.26WO3 (JCPDS NO. 01-083-1593), tetragonal Na0.26WO3 (JCPDS NO. 01-081-0895), and phase Cs0.3WO3 (JCPDS NO. 01-081-1244) standard reference materials, respectively.
Comparing the diffraction peaks of the standard reference materials with those of the samples, it is evident that the diffraction peaks with higher relative intensity in the standard materials correspond well to the sample’s diffraction patterns. Additionally, some weak diffraction peaks are present in the sample that do not match the peaks of the standard reference materials, indicating the presence of some crystalline phases (impurities) in the sample that differ slightly from the standard materials. However, the relative intensities of these peaks are extremely small, demonstrating their minimal presence in the sample. Based on this, it is reasonable to conclude that the three samples used in this study are of high purity and well-formed crystalline tungsten bronze nanoparticles.

3.1.2. Optical Properties of MxWO3

Figure 7 and Table 5 shows the absorbance of the three MxWO3 materials selected for this study. The figure shows that the three functional fillers have significant peaks in the visible and near-infrared region from 400 to 1100 nm. It is known that 70–90% of solar energy is concentrated in this region [28]. This indicates that all three selected MxWO3 (M = K, Na, Cs) materials have good NIR shielding properties. The NIR shielding performance of CsxWO3 was found to be the best.

3.2. Optical Properties of Road Coatings

The absorbance spectra of the road coatings containing MxWO3 in the wavelength range of 200–2500 nm are shown in Figure 8 (normalized results). Figure 8a–c show the absorbance spectra of MxWO3 at doping levels of 2, 4, and 6% and Figure 8d shows the absorbance spectra of undoped coating, respectively. Figure 8 indicates that the type and concentration of MxWO3 affect the absorbance spectra of the coatings directly; a higher doping level contributes to improved NIR shielding. The NIR shielding of the road coatings using CsxWO3 was excellent and similar at concentrations of 2, 4, and 6%.
To further quantify the effects of different MxWO3 materials and the concentration on the near-infrared thermal shielding properties of the coatings, the absorbance spectral curves were integrated using Na-4% as an example (Figure 9), and the absorbance values of the coating in the infrared region ranging from x 1 nm to x 2 nm were integrated according to Equation (2). Figure 10 shows a summary of the integrated area of the coating in the 200–400 nm, 400–700 nm, and 700–1100 nm regions.
S = x 1 x 2 L M x W O 3 d x
where S is the area of integration corresponding to the coating in the wavelength range of x1 to x2.
x1 and x2 represent the upper and lower boundaries of the integration wavelength range, respectively, and L M x W O 3 is the absorbance value of the road coatings.
As shown in Figure 10, in the UV region with wavelengths from 200 to 400 nm, the integrated area of the absorbance value profile exhibits varying degrees of attenuation, but the degree is so small that it has a negligible effect. In the visible region spanning wavelengths from 400 to 700 nm, the integrated area of the absorbance value of the road coatings increases significantly with the increased concentration of functional materials, except for the K-2% and Na-2% coatings, which decreased. This occurs because the MxWO3 (M = Cs) material has a better light absorption capacity at 400–700 nm than MxWO3 (M = K, Na); when doped with smaller amounts of KxWO3 and NaxWO3, the coating solids are transparent, whereas CsxWO3 is a dark blue solid powder, and the coating starts to absorb visible light from 2% onwards.
In the short wave near-infrared region spanning wavelengths from 700–1100 nm, the integrated area of light absorbance values corresponding to road coatings doped with functional materials increased substantially, with the KxWO3 coatings showing a linear increase as the content of functional materials increased. NaxWO3 exhibit an initial increase followed by a decrease. The spectral absorbance values of coatings containing CsxWO3 exhibit very small fluctuations with increasing functional materials dosage and have a good NIR shielding effect. The results indicate that CsxWO3 is the best functional material for the preparation of thermal insulation coatings, considering the optical properties of the functional material.

4. Discussion

4.1. Analysis of the Thermal Insulation Properties of Road Coatings

According to the UV-visible-NIR spectrophotometric analysis, the road coatings prepared from the CsxWO3 functional material exhibit excellent optical properties and good light-shielding in the NIR region. Therefore, CsxWO3 was selected as the functional material for the preparation of road coatings. Based on a previously published report [29], a dosage of 0.4 kg/m2 was applied uniformly to the surface of the specimen between 20 °C and 25 °C. After curing, the specimen was placed in an outdoor environment without any shelter, and the temperature in different layers was monitored using sensors.

4.1.1. Analysis of the Cooling Effect of Coated Pavements

Figure 11 show the temperature changes and the corresponding temperature change rate curves for the asphalt slab pieces with road coating of different doping levels (2, 4, and 6% CsxWO3 fillers) and without coatings at 0, 5, 10, and 15 cm from their surface in the outdoor environment.
The temperature of different layers has a similar change pattern; for example, with the increasing intensity of solar radiation, the temperature of the pavement structure gradually increases, with the maximum temperatures at the depth of 0, 5, 10, and 15 cm from the surface reaching 56.0, 53.0, 49.0, and 48.5 °C, respectively, which would result in an increased chance of high-temperature degradation such as rutting.
According to the temperature change curves of the different layers, it was found that T2% > Torigin > T4% > T6%, which shows that the cooling effect of the road coating with 2% Cs0.3WO3 is not significant, whereas the road coatings of Cs-4% and Cs-6% exhibit thermal insulation effect and reduce the overall temperature of the pavement structure.
According to the temperature change rate curves at the depths of 5, 10, and 15 cm from the surface, HR (heating rate)origin, HR2% > HR4% > HR6% in the heating stage, and CR (cooling rate)origin, CR2% < CR4% < CR6% in the cooling stage, the road coating can influence the change rate of the pavement temperature by decreasing the heating rate and increasing the cooling rate, thus achieving the effect of “thermal shielding”.
To quantify the thermal insulation effect of the road coating, the temperature of the coated pavement was adjusted to be different from that of the uncoated sample, and the temperature difference curves at P0, P5, P10, and P15 were obtained as a function of time, as shown in Figure 12.
From Figure 12, the following are observed:
The doping level is an important factor that affects the thermal insulation effect of the road coating. Taking the temperature difference at P15 as an example, the average values of the temperature difference corresponding to the coatings containing 2, 4, and 6% Cs0.3WO3 are 0.8, −0.2, and −1.0 °C, respectively, which indicates that the thermal insulation effect improves with the doping level.
Comparing the thermal insulation effect in the night cooling stage from 00:00 to 8:00 and the daytime heating stage from 8:00 to 20:00, it is observed that the curve for the former is relatively flat, whereas the curve of the latter shows a downward peak. Moreover, a downward peak of the temperature difference appears at approximately 16:00 to 20:00, which gradually retreats with depth, indicating that the thermal insulation effect of the road coating occurs mainly in the warming phase when the radiation intensity is high.
Comparing the mean values of temperature difference at different depths, the maximum temperature difference at P0, P5, P10, and P15 with 6% doping were −1.8, −1.0, −0.5, and −1.7 °C, respectively, with mean values of −0.3, −0.6, −0.6, and −1.0 °C, respectively, indicating that the road coating is more effective at the depth of 5 cm and 15 cm from the surface in the pavement structure.

4.1.2. Analysis of the Thermal Insulation Effect of the Undoped Coating (Matrix without Cs0.3WO3) Compared to the Road Coating

The preceding analysis establishes that the road coating reduces the temperature of the pavement structure, but the insulation effect of Cs-2% is poor, especially in P0 and P5, where the phenomenon of heat storage occurs and the temperature increases. To analyze the cause of this behaviour, a dosage of 0.4 kg/m2 without CsxWO3 was applied to the surface of the blank asphalt pavement as a control group, corresponding to the analysis in Section 4.1.1. The temperature and temperature difference curves at 0, 2, 4, and 6% doping levels of the road coating at P0, P5, P10, and P15 are shown in Figure 13 and Figure 14, respectively.
Figure 13 shows that the trends in both the heating and cooling rates of the pavement structure at different depths are consistent with Figure 14, but the overall pavement structure has different degrees of temperature reduction at different pavement depths for road coatings with doping levels of 2, 4, and 6% compared to the undoped coating; the higher the doping level, the more significant the reduction in the pavement temperature.
Secondly, a quantitative assessment of the thermal insulation effect of the road coatings based on the temperature difference versus time presented in Figure 14 reveals the following:
  • At P5, the average temperature reduction values of the road surface with coatings containing doping levels of 2, 4, and 6% are 1.5, 1.7, and 2.6 °C, respectively, compared with the undoped coating coated specimen. The greater the amount of functional materials, the more significant the thermal insulation effect.
  • Considering Cs-2% as an example, the average values of the temperature difference at P0, P5, P10, and P15 are −0.5, −1.5, 0.1, and −0.4 °C, respectively, and the maximum values of the temperature difference were −3.1, −2.0, −0.4, and −0.9 °C, respectively. The most significant thermal insulation effect occurs at P5.
  • The slope of the temperature difference curve shows a flat slope trend in the cooling stage compared with the temperature difference in the heating stage, whereas the slope is steep in the heating stage. Considering the heat insulation effect of Cs-2% at P5 as an example, the average values of the temperature difference in the cooling and heating stages are −1.4 °C and −1.6 °C, respectively. Thus, it is evident that the “thermal shielding” effect of the road coating is more significant in the warming phase.

4.1.3. Analysis of the Effect of Epoxy Resin on the Thermal Insulation Effect of the Coating

Comparing the results of the two thermal insulation tests, it was determined that the epoxy resin, as the matrix of the thermal insulation coating, would affect the thermal insulation effect. The mean and maximum temperature difference of the Cs-2% coated specimen and undoped coating coated specimen are shown in Table 6. The epoxy resin carrier at 0.4 kg/cm2 affects the thermal insulation effect of the road coating with a low doping level. Moreover, the inner temperature of the position near the surface appears to increase. This is because the thermal conductivity of the epoxy resin is less than that of the asphalt mixture. In addition, the epoxy resin seals the surface voids of the asphalt mixture after curing. It was determined that coating Cs-2% affects the thermal insulation effect of the pavement structure, compared to undoped coating. This resulted in a reduction of the temperature of pavement at P0, P5, P10, and P15 by 3.1, 2.0, 0.4, and 0.9 °C, respectively. The effect of heat insulation and temperature reduction is significant. It was observed that the coating containing MxWO3 can significantly reduce the temperature of the pavement.

4.2. Analysis of the Mechanism of “Thermal Shielding” Road Coatings

It was determined that the near-infrared light-shielding properties of MxWO3 materials are due to localized surface plasmon resonance and small-polaron absorption [30,31]. The study revealed that MxWO3 (M = K, Na, Cs) had good NIR attenuation properties. as determined by spectrophotometric tests. The road coating was produced by homogeneously dispersing MxWO3 (M = K, Na, Cs) as a functional material in an epoxy resin matrix (Figure 15). Their thermal insulation effect can be attributed to the unique crystal structure inside MxWO3, which utilizes the heat energy component of solar radiation to reduce hexavalent tungsten to pentavalent tungsten under the action of local plasma resonance and small polaritons, resulting in a thermal shielding effect.

5. Economic Analyses

In order to provide readers with insight into this pavement coating from an economic perspective, this section briefly analyzes the cost of coating materials required per square meter of asphalt pavement. The commercial tungsten bronze nanoparticles, epoxy resin E51, curing agent, and toughening agent used in this study are priced at CNY 2000/kg, CNY 30/kg, CNY 50/kg, and CNY 100/kg, respectively. These material prices are based on the 2021 mainland China material market, which is the year of this study. Considering a coating with usage of 0.4 kg·m−2 and a tungsten bronze nanoparticle content of 6% for each square meter, the coating requires 0.376 kg of the matrix (including epoxy resin, curing agent, and toughening agent) and 0.024 kg of tungsten bronze nanoparticles. Accordingly, the costs of the matrix and tungsten bronze nanoparticles are CNY 16.2 and CNY 48, respectively. Therefore, the total cost of the coating per square meter is CNY 64.2. It is worth noting that when covering large areas, which involves purchasing materials in bulk, the price of every material used in pavement coating will have certain discounts, further reducing the cost of the coating.

6. Conclusions

In this study, the effects of different cations and doping levels on the optical properties and thermal insulation of road coatings were investigated to evaluate the feasibility of using MxWO3 materials for the preparation of “thermal shielding” road coatings. The main conclusions are as follows:
  • XRD tests showed that the spectra of the three investigated samples of MxWO3 (M = K, Na, Cs) matched the standard XRD spectra of hexagonal K0.26WO3, tetragonal Na0.26WO3, and hexagonal Cs0.3WO3, respectively. Moreover, the three samples exhibited excellent light-shielding properties in the visible region from 400 nm to 700 nm and in the NIR region from 700 to 1100 nm, especially MxWO3 (M = Cs).
  • By studying the performance of the road coatings prepared from the three samples of MxWO3 (M = K, Na, Cs) at 2, 4, and 6% doping levels, it was determined that the thermal insulation effect of the MxWO3 (M = K, Na) pavement coatings varied significantly with the doping level, and the near-infrared light-shielding characteristics were poor at the 2% doping level, compared to the 4–6% doping level; whereas the coatings with MxWO3 (M = Cs) had significant NIR shielding properties from 2 to 6%.
  • The most effective Cs0.3WO3 road coating was used to evaluate the thermal insulation effect in an actual outdoor solar radiation environment, and it was found that the doping level had a significant effect on the insulation characteristics; the greater the doping level, the better the thermal insulation effect. The surface coating of the pavement structure depth-wise at 5 cm and 15 cm from the road surface had a significant cooling effect, and the coating had a good thermal insulation effect on the entire pavement structure, thereby reducing heat accumulation inside the pavement structure. Moreover, by comparing the temperature difference between the daytime warming phase and the night-time cooling phase, it was determined that the “thermal shielding” road coating was effective in the warming phase with high solar radiation levels during the daytime, and the overall temperature reduction of the road surface was 1–2 °C.
  • The epoxy resin used as an insulating coating carrier affects the thermal insulation properties. Although road coatings containing MxWO3 can significantly reduce the temperature of the pavement structure, the amount or thickness of the coating used influences its cooling effect. In addition, the thickness of the epoxy resin and its thermal properties must be considered when designing “thermal shielding” road coatings.
Through experimental methods, this study has demonstrated that the optical shielding coatings using tungsten bronze nanoparticles as functional materials can effectively reduce extreme high-temperature values in asphalt pavements, albeit with limited impact. Consequently, it is recommended for future research to employ potential techniques, such as surface modification of functional materials and the development of multifunctional composite coatings, to enhance the cooling performance of these coatings. Furthermore, investigating the coating’s durability on the surface of asphalt pavements, including its resistance to wear, aging, and contamination, would be helpful in establishing a clear understanding of how the cooling effect of the coating degrades over time, ensuring long-term stability in its cooling efficiency throughout its service life.

Author Contributions

Validation, X.K.; Formal analysis, W.S., X.K. and H.Z.; Investigation, X.K.; Data curation, P.D.; Writing—original draft, L.Z.; Writing—review & editing, Q.G.; Project administration, H.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the financial support from the China Postdoctoral Science Foundation under grant numbers 2023T160538 and 2022MD713805.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data will be available upon request.

Conflicts of Interest

The authors declare no conflict of interest.

Abbreviations

MxWO3Tungsten bronze
CsxWO3Cesium tungsten bronze
NaxWO3Sodium tungsten bronze
KxWO3Potassium tungsten bronze
K-2%The coating with a KxWO3 content of 2%; K-4% and K-6% share similar significance
Na-2%The coating with a NaxWO3 content of 2%; Na-4% and Na-6% share similar significance
Cs-2%The coating with a CsxWO3 content of 2%; Cs-4% and Cs-6% share similar significance
Undoped coatingThe resin matrix without tungsten bronze
P0The surface of the asphalt slabs
P5The depth of 5 cm from the surface of the asphalt slabs; P10 and P15 share similar significance
AbMaxThe maximum absorbance value
Ab400nmThe absorbance values at 400 nm; Ab700nm and Ab1100nm share similar significance
UVUltraviolet region spanning wavelengths from 200 nm to 400 nm
VISVisible region spanning wavelengths from 400 nm to 700 nm
SW-NIRThe short-wavelength near-infrared region spanning wavelengths from 700 nm to 1100 nm
LW-NIRThe long-wavelength near-infrared region spanning wavelengths from 700 nm to 1100 nm
T2%The temperature at a specific position of the specimen coated with Cs-2%; T4% and T6% share similar significance
ToriginThe temperature at a specific position of the control specimen without coating
HRHeating rate
CRCooling rate

References

  1. Ferrari, A.; Kubilay, A.; Derome, D.; Carmeliet, J. The use of permeable and reflective pavements as a potential strategy for urban heat island mitigation. Urban Clim. 2020, 31, 100534. [Google Scholar] [CrossRef]
  2. Qin, Y.; Hiller, J.E. Understanding pavement-surface energy balance and its implications on cool pavement development. Energy Build. 2014, 85, 389–399. [Google Scholar] [CrossRef]
  3. Hu, Y.P.; Xia, W.; Xue, Y.; Zhao, P.X.; Wen, X.Y.; Si, W.; Wang, H.P.; Zhou, L.; Airey, G.D. Evaluating the ageing degrees of bitumen by rheological and chemical indices Road Mater. Pavement Des. 2023, 24 (Suppl. 1), 19–36. [Google Scholar] [CrossRef]
  4. Ameli, A.; Pakshir, A.H.; Babagoli, R.; Norouzi, N.; Nasr, D.; Davoudinezhad, S. Experimental investigation of the influence of Nano TiO2 on rheological properties of binders and performance of stone matrix asphalt mixtures containing steel slag aggregate. Constr. Build. Mater. 2020, 265, 120750. [Google Scholar] [CrossRef]
  5. Anupam, B.; Sahoo, U.C.; Chandrappa, A.K.; Rath, P. Emerging technologies in cool pavements: A review. Constr. Build. Mater. 2021, 299, 123892. [Google Scholar] [CrossRef]
  6. Mohajerani, A.; Bakaric, J.; Jeffrey-Bailey, T. The urban heat island effect, its causes, and mitigation, with reference to the thermal properties of asphalt concrete. J. Environ. Manag. 2017, 197, 522–538. [Google Scholar] [CrossRef] [PubMed]
  7. Qin, Y. A review on the development of cool pavements to mitigate urban heat island effect. Renew. Sustain. Energy Rev. 2015, 52, 445–459. [Google Scholar] [CrossRef]
  8. Ma, B.; Hu, Y.P.; Liu, F.S.; Si, W.; Wei, K.; Wang, X.Q.; Kang, X.X.; Chang, X.G. Performance of a novel epoxy crack sealant for asphalt pavements. Int. J. Pavement Eng. 2022, 23, 3068–3081. [Google Scholar] [CrossRef]
  9. Santamouris, M. Using cool pavements as a mitigation strategy to fight urban heat island—A review of the actual developments. Renew. Sustain. Energy Rev. 2013, 26, 224–240. [Google Scholar] [CrossRef]
  10. Chang, Y.; Xiao, J.F.; Li, X.X.; Frolking, S.; Zhou, D.C.; Schneider, A.; Weng, Q.H.; Yu, P.; Wang, X.F.; Li, X.; et al. Exploring diurnal cycles of surface urban heat island intensity in Boston with land surface temperature data derived from GOES-R geostationary satellites. Sci. Total Environ. 2021, 763, 144224. [Google Scholar] [CrossRef]
  11. Cheela, V.R.S.; John, M.; Biswas, W.; Sarker, P. Combating Urban Heat Island Effect-A Review of Reflective Pavements and Tree Shading Strategies. Buildings 2021, 11, 93. [Google Scholar] [CrossRef]
  12. Chen, Y.Z.; Li, Z.X.; Ding, S.Q.; Yang, X.L.; Guo, T.T. Research on heat reflective coating technology of asphalt pavement. Int. J. Pavement Eng. 2021, 23, 4455–4464. [Google Scholar] [CrossRef]
  13. Zheng, N.X.; Lei, J.A.; Wang, S.B.; Li, Z.F.; Chen, X.B. Influence of Heat Reflective Coating on the Cooling and Pavement Performance of Large Void Asphalt Pavement. Coatings 2020, 10, 1065. [Google Scholar] [CrossRef]
  14. Zheng, M.L.; Tian, Y.J.; He, L.T. Analysis on Environmental Thermal Effect of Functionally Graded Nanocomposite Heat Reflective Coatings for Asphalt Pavement. Coatings 2019, 9, 178. [Google Scholar] [CrossRef]
  15. Cao, X.; Tang, B.; Zou, X.; He, L. Analysis on the cooling effect of a heat-reflective coating for asphalt pavement. Road Mater. Pavement Des. 2015, 16, 716–726. [Google Scholar] [CrossRef]
  16. You, Z.; Zhang, M.; Wang, J.; Pei, W. A black near-infrared reflective coating based on nano-technology. Energy Build. 2019, 205, 109523. [Google Scholar] [CrossRef]
  17. Yi, Y.; Jiang, Y.J.; Li, Q.L.; Deng, C.Q.; Ji, X.P.; Xue, J.S. Development of Super Road Heat-Reflective Coating and Its Field Application. Coatings 2019, 9, 802. [Google Scholar] [CrossRef]
  18. Xie, N.; Li, H.; Abdelhady, A.; Harvey, J. Laboratorial investigation on optical and thermal properties of cool pavement nano-coatings for urban heat island mitigation. Build. Environ. 2019, 147, 231–240. [Google Scholar] [CrossRef]
  19. Yaghoobian, N.; Kleissl, J. Effect of reflective pavements on building energy use. Urban Clim. 2012, 2, 25–42. [Google Scholar] [CrossRef]
  20. Li, H.; Harvey, J.; Kendall, A. Field measurement of albedo for different land cover materials and effects on thermal performance. Build. Environ. 2013, 59, 536–546. [Google Scholar] [CrossRef]
  21. Tegg, L.; Haberfehlner, G.; Kothleitner, G.; Kisi, E.; Keast, V.J. Crystal structures, electrical properties, and electron energy-loss spectroscopy of the sodium and potassium tetragonal tungsten bronzes. J. Alloys Compd. 2021, 868, 159200. [Google Scholar] [CrossRef]
  22. Katyal, J.; Badoni, V. Localized surface plasmon resonance and field enhancement of Au, Ag, Al and Cu nanoparticles having isotropic and anisotropic nanostructure. Mater. Today Proc. 2021, 44, 5012–5017. [Google Scholar] [CrossRef]
  23. Wang, Q.; Li, C.; Xu, W.; Zhao, X.; Zhu, J.; Jiang, H.; Kang, L.; Zhao, Z. Effects of Mo-doping on microstructure and near-infrared shielding performance of hydrothermally prepared tungsten bronzes. Appl. Surf. Sci. 2017, 399, 41–47. [Google Scholar] [CrossRef]
  24. Ma, B.; Hu, Y.P.; Si, W.; Wei, K.; Chang, X.Y. Study on the temperature control effects of an epoxy resin composite thermoregulation agent on asphalt mixtures. Constr. Build. Mater. 2020, 257, 119580. [Google Scholar] [CrossRef]
  25. Yang, G.; Hu, D.M.; Yang, C.F.; Qi, Y.H.; Liu, B.; Chen, H.F.; Zhang, L.M.; Cui, Y.Y.; Yao, X.G.; Takats, V. Alkali metal tungsten bronze-doped energy-saving glasses for near-infrared shielding applications. Ceram. Int. 2021, 47, 31122–31129. [Google Scholar] [CrossRef]
  26. Zhou, Y.; Li, N.; Xin, Y.; Cao, X.; Ji, S.; Jin, P. Cs x WO3 nanoparticle-based organic polymer transparent foils: Low haze, high near infrared-shielding ability and excellent photochromic stability. J. Mater. Chem. C 2017, 5, 6251–6258. [Google Scholar] [CrossRef]
  27. ASTM E903-12; Standard Test Method for Solar Absorptance, Reflectance, and Transmittance of Materials Using Integrating Spheres. ASTM: West Conshohocken, PA, USA, 2012.
  28. Chao, L.; Bao, L.; Wei, W.; Tegus, O. A review of recent advances in synthesis, characterization and NIR shielding property of nanocrystalline rare-earth hexaborides and tungsten bronzes. Sol. Energy 2019, 190, 10–27. [Google Scholar] [CrossRef]
  29. Zheng, M.; Han, L.; Wang, F.; Mi, H.; Li, Y.; He, L. Comparison and analysis on heat reflective coating for asphalt pavement based on cooling effect and anti-skid performance. Constr. Build. Mater. 2015, 93, 1197–1205. [Google Scholar] [CrossRef]
  30. Willets, K.A.; Duyne, R.V. Localized Surface Plasmon Resonance Spectroscopy and Sensing. Annu. Rev. Phys. Chem. 2007, 58, 267–297. [Google Scholar] [CrossRef]
  31. Liu, J.X.; Shi, F.; Dong, X.L.; Xu, Q.; Yin, S.; Sato, T. Nanocrystalline CsxWO3 particles: Effects of N2 annealing on microstructure and near-infrared shielding characteristics. Mater. Charact. 2013, 84, 182–187. [Google Scholar] [CrossRef]
Figure 3. Dimensional drawing of the road coating mould.
Figure 3. Dimensional drawing of the road coating mould.
Materials 16 07150 g003
Figure 4. UV/VIS/NIR spectrophotometer test device and photograph of the samples.
Figure 4. UV/VIS/NIR spectrophotometer test device and photograph of the samples.
Materials 16 07150 g004
Figure 5. Schematic of the test device for the insulation effect of pavement coatings and the arrangement of the temperature sensors. (a) Diagram of the internal structure for testing the temperature of an insulated specimen; (b) Physical view of the test insulation specimen.
Figure 5. Schematic of the test device for the insulation effect of pavement coatings and the arrangement of the temperature sensors. (a) Diagram of the internal structure for testing the temperature of an insulated specimen; (b) Physical view of the test insulation specimen.
Materials 16 07150 g005
Figure 6. XRD test results (red lines are the standard reference) of MxWO3 functional fillers. (a) CsxWO3; (b) NaxWO3; (c) KxWO3.
Figure 6. XRD test results (red lines are the standard reference) of MxWO3 functional fillers. (a) CsxWO3; (b) NaxWO3; (c) KxWO3.
Materials 16 07150 g006aMaterials 16 07150 g006b
Figure 7. Optical performance of MxWO3.
Figure 7. Optical performance of MxWO3.
Materials 16 07150 g007
Figure 8. Absorbance of coatings with and without the addition of tungsten-containing non-stoichiometric compound. (a) kxWO3 doped coatings; (b) NaxWO3 doped coatings; (c) CsxWO3 doped coatings; (d) undoped coating.
Figure 8. Absorbance of coatings with and without the addition of tungsten-containing non-stoichiometric compound. (a) kxWO3 doped coatings; (b) NaxWO3 doped coatings; (c) CsxWO3 doped coatings; (d) undoped coating.
Materials 16 07150 g008
Figure 9. Integration algorithm (Na-4% as an example).
Figure 9. Integration algorithm (Na-4% as an example).
Materials 16 07150 g009
Figure 10. Infrared thermal shielding effect of the coatings.
Figure 10. Infrared thermal shielding effect of the coatings.
Materials 16 07150 g010
Figure 11. Temperature profile of surface, at the depth of 5 cm, 10 cm and 15 cm from the surface of the specimen (from top to bottom).
Figure 11. Temperature profile of surface, at the depth of 5 cm, 10 cm and 15 cm from the surface of the specimen (from top to bottom).
Materials 16 07150 g011aMaterials 16 07150 g011b
Figure 12. Temperature difference–time variation curves at P0, P5, P10, and P15 for different road coatings (27 June 2021). (a) Temperature difference curve at P0; (b) Temperature difference curve at P5; (c) 10 cm temperature difference curve at P10; (d) Temperature difference curve at P15.
Figure 12. Temperature difference–time variation curves at P0, P5, P10, and P15 for different road coatings (27 June 2021). (a) Temperature difference curve at P0; (b) Temperature difference curve at P5; (c) 10 cm temperature difference curve at P10; (d) Temperature difference curve at P15.
Materials 16 07150 g012
Figure 13. Temperature and temperature rate–time variation curves for different depths at 0, 2, 4, and 6% doping levels (30 June 2021). (a) Surface temperature profile of the specimen; (b) Temperature profile at P5; (c) Temperature profile at P10; (d) Temperature profile at P15.
Figure 13. Temperature and temperature rate–time variation curves for different depths at 0, 2, 4, and 6% doping levels (30 June 2021). (a) Surface temperature profile of the specimen; (b) Temperature profile at P5; (c) Temperature profile at P10; (d) Temperature profile at P15.
Materials 16 07150 g013
Figure 14. Temperature difference between Cs-2%, Cs-4%, and Cs-6% coated specimens with the undoped coating coated specimen at the same position (30 June 2021). (a) P0; (b) P5; (c) P10; (d) P15.
Figure 14. Temperature difference between Cs-2%, Cs-4%, and Cs-6% coated specimens with the undoped coating coated specimen at the same position (30 June 2021). (a) P0; (b) P5; (c) P10; (d) P15.
Materials 16 07150 g014aMaterials 16 07150 g014b
Figure 15. Microscopic morphology of Cs-4%. (a) SEM micromorphological image of thermal shielding coating; (b) sample of thermal shielding coating; (c) SEM micromorphological image of Cs0.3WO3 functional material; (d) sample of Cs0.3WO3 functional material.
Figure 15. Microscopic morphology of Cs-4%. (a) SEM micromorphological image of thermal shielding coating; (b) sample of thermal shielding coating; (c) SEM micromorphological image of Cs0.3WO3 functional material; (d) sample of Cs0.3WO3 functional material.
Materials 16 07150 g015
Table 1. The basic technical specifications of the curing agent.
Table 1. The basic technical specifications of the curing agent.
ModelAppearanceActive Hydrogen EquivalentViscosity at 25 °C (mPa·s)Density at 25 °C (kg/m3)
TMPMPColorless, transparent, and low viscous liquid132.8100–2001200–1300
Table 2. The basic technical specifications of the toughening agent.
Table 2. The basic technical specifications of the toughening agent.
ModelAppearanceRefractive Index at 25 °C (mPa·s)Viscosity at 25 °C (mPa·s)Density at 25 °C (kg/m3)
CMP-410Light yellow transparent liquid1.4450~1.446570–801000–1020
Table 3. Technical specifications of the epoxy resin.
Table 3. Technical specifications of the epoxy resin.
ModelAppearanceEpoxy Value (eq/100 g)Viscosity at 25 °C (mPa·s)Density (kg/m3)
E-51Colorless, transparent, and viscous liquid0.48–0.5410,000–15,0001160–1180
Table 4. The components of each coating and the corresponding abbreviation.
Table 4. The components of each coating and the corresponding abbreviation.
Number of Coating SampleThe Type of NanoparticlesComposition of Coatings (wt.% of Coating)Abbreviation
1.16–1.18
NanoparticlesMixture B
1KxWO3298K-2%
2496K-4%
3694K-6%
4NaxWO3298Na-2%
5496Na-4%
6694Na-6%
7CsxWO3298Cs-2%
8496Cs-4%
9694Cs-6%
Table 5. Absorbance values at the cut-off point of functional materials.
Table 5. Absorbance values at the cut-off point of functional materials.
Functional MaterialsAbMax *Ab400nmAb700nmAb1100nmIntegration Area in the 400–1100 nm Region
K1.7221.2311.7061.4481076.16
Na1.7351.2601.7141.4771091.85
Cs2.0261.3021.9881.4271161.22
* AbMax is the maximum absorbance value; Ab400nm, Ab700nm, and Ab1100nm are the absorbance values at 400 nm, 700 nm, and 1100 nm, respectively.
Table 6. Comparison of the cooling effect of Cs-2% and undoped coating.
Table 6. Comparison of the cooling effect of Cs-2% and undoped coating.
PositionAverage Value/°COptimum Insulation Effect Temperature/°C
Test I *Test II *Test ITest II
P00.6−0.5−1.4−3.1
P51.9−1.51.6−2.0
P100.20.1−0.3−0.4
P150.8−0.40.1−0.9
* Test I represents the temperature difference test between Cs-2% coated specimen and blank asphalt pavement; Test II represents the temperature difference test between Cs-2% coated specimen and undoped coating coated specimen.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Zhang, L.; Ding, P.; Si, W.; Kang, X.; Zhang, H.; Gu, Q. Study on the Photothermal Performance of a “Thermal Shielding” Coating Using Tungsten Bronze as Functional Material for Asphalt Pavement. Materials 2023, 16, 7150. https://doi.org/10.3390/ma16227150

AMA Style

Zhang L, Ding P, Si W, Kang X, Zhang H, Gu Q. Study on the Photothermal Performance of a “Thermal Shielding” Coating Using Tungsten Bronze as Functional Material for Asphalt Pavement. Materials. 2023; 16(22):7150. https://doi.org/10.3390/ma16227150

Chicago/Turabian Style

Zhang, Ling, Pan Ding, Wei Si, Xingxiang Kang, Hongfei Zhang, and Qiutai Gu. 2023. "Study on the Photothermal Performance of a “Thermal Shielding” Coating Using Tungsten Bronze as Functional Material for Asphalt Pavement" Materials 16, no. 22: 7150. https://doi.org/10.3390/ma16227150

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop