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Article

Impact of Rotation Speed of Ball Milling on P4O10 Size Thus on Promotion of CO2 Reduction Performance with P4O10/TiO2 Photocatalyst

1
Division of Mechanical Engineering, Graduate School of Engineering, Mie University, 1577 Kurimamachiya-cho, Tsu 514-8507, Japan
2
School of Electrical and Mechanical Engineering, The University of Adelaide, Adelaide 5005, Australia
*
Author to whom correspondence should be addressed.
Catalysts 2025, 15(5), 448; https://doi.org/10.3390/catal15050448 (registering DOI)
Submission received: 2 April 2025 / Revised: 30 April 2025 / Accepted: 1 May 2025 / Published: 3 May 2025
(This article belongs to the Section Photocatalysis)

Abstract

:
The aim of this study is to investigate the impact of the rotation speed of ball milling on the CO2 reduction performance of P4O10/TiO2. The rotation speeds studied were 600 rpm, 400 rpm and 200 rpm. It is revealed that the particle size of P4O10 within P4O10/TiO2 prepared at the rotation speed of 600 rpm was the smallest among the investigated rotation speeds. It is revealed that the concentration of formed CO, as well as the molar quantity of CO per unit weight of photocatalyst P4O10/TiO2, prepared at the rotation speed of 600 rpm in the case of CO2:H2O = 1:1 was the highest among the different molar ratios irrespective of light illumination condition. In the case of CO2:H2O = 1:1 under the light illumination conditions of UV and VIS and IR, VIS and IR, and IR, the following findings were obtained: The molar quantity of CO per unit weight of photocatalyst prepared at 600 rpm was 25.2 μmol/g under the light illumination condition of UV and VIS and IR, which was 20.3% more than that prepared at 400 rpm and 20.6% more than that prepared at 200 rpm. The molar quantity of CO per unit weight of rotation speed of 600 rpm under the light illumination condition of VIS and IR was 18.4 μmol/g, which was 21.3% more than that prepared at 400 rpm and 38.7% more than that prepared at 200 rpm. The molar quantity of CO per unit weight of photocatalyst prepared at 600 rpm was 11.9 μmol/g under the light illumination condition of IR, which was 1.8% more than that prepared at 400 rpm and 8.2% more than that prepared at 200 rpm.

1. Introduction

Photocatalysts are a promising technology for the utilization of solar light, i.e., renewable energy. The photocatalytic reduction reaction can convert CO2 into fuel species such as CO, CH4, CH3OH, etc. [1,2,3]. TiO2 is a popular photocatalyst used for CO2 reduction. However, TiO2 only works under ultraviolet (UV) light illumination, which accounts for only 4% of solar light [4]. On the other hand, visible light (VIS) and an infrared light (IR) account for 44% and 52% of the solar light energy reaching the Earth’s surface, respectively [4]. If a photocatalyst which can absorb VIS and IR could be developed, the performance of CO2 reduction would be improved significantly.
Some previous studies have reported on extending the absorbed light to IR or near IR [5,6,7,8]. Under light wavelengths ranging from 200 nm to 2400 nm, a W18O49/g-C3N4 composite showed a production performance for CO of 45 μmol/g and CH4 of 28 μmol/g [5]. It was reported that WS2/Bi2S3 nanotubes exhibited a production performance for CH3OH of 28 μmol/g and C2H5OH of 25 μmol/g, under light illumination conditions where the wavelength ranged from 420 nm to 1100 nm [6]. It was reported that CuInZnS decorated g-C3N4 exhibited a production performance for CO of 38 μmol/g with the illumination of light with wavelength ranges from 200 nm to 1000 nm [7]. It was reported that hierarichical ZnIn2S4 nanorods, which were prepared using the solvothermal method, exhibited a production performance for CO of 54 μmol/g and CH4 of 9 μmol/g [8]. There is no previous study on TiO2 absorbing IR except for the authors’ previous studies [9,10]. According to the authors’ previous study [9], the largest molar quantity of CO per unit weight of the photocatalyst for P4O10/TiO2 film under IR light illumination conditions, in the case of CO2/H2O, was 2.36 μmol/g, and, in the case of CO2/NH3, was 33.4 μmol/g [9]. The authors’ previous studies [9,10] prepared P4O10 following [11].
The authors’ previous studies [9,10] set the rotation speed of ball milling to 600 rpm. This study proposes that the rotation speed of ball milling influences the particle size of P4O10. In addition, this study proposes that the particle size of P4O10 might depend on the performance of CO2 reduction with H2O. However, there is no studies investigating the impact of the rotation speed of ball milling on the CO2 reduction performance of P4O10/TiO2. Therefore, this study aims to investigate the impact of rotation speed of ball milling on the CO2 reduction performance of P4O10/TiO2. The reaction scheme of CO2 reduction with H2O [12,13,14] can be shown as follows:
<Photocatalytic reaction>
TiO2 + hv → h+ + e
<Oxidization reaction>
H2O + h+ → OH + H+
·OH + H2O + h+ → O2 + 3H+
<Reduction reaction>
CO2 + 2H+ + 2e → CO + H2O
CO2 + 8H+ + 8e → CH4 + 2H2O

2. Results and Discussion

2.1. Characterization of Prepared Photocatalyst

Figure 1 shows EPMA (electron probe microanalyzer) images of P4O10/TiO2 film which is adhered to a netlike glass disk. We obtained the black and white SEM (scanning electron magnetron) images at 1500 times magnification, which were available for EPMA analysis. In Figure 1, the EPMA images with changing rotation speeds of 600 rpm, 400 rpm and 200 rpm are shown. On EPMA images, the concentrations of each element in the observation area are indicated by the diverse colors. If the amount of an element is high, light colors (e.g., white, pink and red) are used, while dark colors (e.g., black and blue), indicate low amounts of elements. We can see from Figure 1 that the TiO2 film has a teeth-like shape when adhered to the netlike glass disk, regardless of rotation number. It is thought that the temperature distribution of TiO2 solution adhered to the netlike glass disc was not even during the firing process because the thermal conductivity of Ti and SiO2 at 600 K were 19.4 W/(m∙K) and 1.82 W/(m∙K), respectively [15]. Thermal expansion and shrinkage around the netlike glass fiber occurred. After that, a thermal crack formed within the TiO2 film. Consequently, the TiO2 film on the netlike glass disk was teeth-like.
Figure 2 shows SEM images at 7000 times magnification with varying rotation speeds of 600 rpm, 400 rpm and 200 rpm. Figure 3 shows a comparison of the distributions of particle size of prepared P4O10 for different rotation speeds. The average particle size diameter of P4O10 in the case of rotation speeds of 600 rpm, 400 rpm and 200 rpm was measured using SEM images. Since the particle shape was not always circular, this study measured the longest diameter and the shortest diameter for the ellipse-shaped P4O10 particles. The data shown in Figure 3 were obtained from the particle size measured by SEM image, where the rotation speed was 200 rpm. This study proposes that the measured numbers are reasonable according to the statistical analysis. The particles of P4O10 were suspended in TiO2 sol in this study. The shape of P4O10 and the concentration of P4O10 in TiO2 solution were maintained. Therefore, it can be claimed that the properties of TiO2 sol were maintained after the introduction of P4O10 particles. In addition, the particles of P4O10 were inserted in TiO2 sol to prepare the photocatalyst in this study. TiO2 sol means the state of a colloid in a medium. Therefore, P4O10 particles can be distributed in TiO2 sol. This study adopted the sol–gel process to prepare the photocatalyst. Consequently, the authors use the phrase “TiO2 sol”. After that, the equivalent diameter had the same area as the ellipse.
The average diameter of the P4O10 particles in the case of the rotation speeds of 600 rpm, 400 rpm and 200 rpm were 0.523 μm, 0.762 μm and 0.746 μm, respectively. According to Figure 2 and Figure 3, the particle size of P4O10 in the case of the rotation speed of 600 rpm was the smallest. In addition, the particle sizes for the rotation speeds of 400 rpm and 200 rpm were similar. However, the ratio of particle size of P4O10 distributed from 0.1 μm to 0.4 μm in the case of 400 rpm was 35.5%, and in the case of 200 rpm was 27.0%. This meant that the smaller particles of P4O10 in the case of 400 rpm were larger than in the case of 200 rpm. This is because the share stress increases with the increase in the rotation speed, due to the increase in the rotation itself as well as the friction force [16]. In addition, the authors observed that the surface of a prepared photocatalyst particle becomes fine with the increase in the rotation speed. Moreover, the size of the prepared photocatalyst particles decreased with the increase in rotation speed.
This research studied the amount of loaded P4O10 within the TiO2 film at the center of the netlike glass disk with a diameter of 300 μm. The ratio of P4O10 to Ti within P4O10/TiO2 for the rotation speeds of 600 rpm, 400 rpm and 200 rpm was calculated at 3.21 wt%, 2.13 wt% and 1.94 wt%, respectively. From this result, we observe that the amount of loaded P4O10 increased with the increase in the rotation speed. The particle size of P4O10 decreases with the increase in the rotation speed due to the larger energy acting on the particle of P4O10. As a result, the number of deposited particles of P4O10 in the TiO2 sol in the dipping process increased with the increase in rotation speed, indicating sufficient mixing of the particles of P4O10 with the TiO2 sol.
To investigate the impact of rotation speed on the characteristics of prepared P4O10 particles, Figure 4 shows the data of XPS with changing rotation speed. According to Figure 4, the peak of detected intensity at approximately 135 eV is the highest, which indicates that the prepared P type material is P4O10 irrespective of the rotation speed, as the binding energy of P4O10 ranges from 135.0 eV to 135.9 eV [17].
Figure 5 shows all constituent element data from XPS analysis among different rotation speeds from this study. According to Figure 5, O, Ti and P are confirmed. Therefore, it can be said that TiO2 and P4O10 have been prepared according to SEM, EPMA and XPS data obtained in this study.

2.2. CO2 Reduction Performance of P4O10/TiO2 with Changing Molar Ratio of CO2/H2O at the Rotation Speed of 600 rpm

Figure 6 shows a comparison of CO2 reduction performance of P4O10/TiO2 among different molar ratios of CO2:H2O under the light illumination conditions of UV, VIS and IR. In Figure 6, the rotation speed is 600 rpm. In addition, the concentration of formed CO and the formation rate of CO are shown. It is seen in Figure 5 that the concentration of formed CO, as well as the molar quantity of CO per unit weight of photocatalyst in the case of CO2:H2O = 1:1, is the highest among the different molar ratios. The concentration of formed CO is 539 ppmV. The molar quantity of CO per unit weight of photocatalyst is 25.2 μmol/g. This optimal molar ratio matches with the theoretical molar ratio to produce CO as explained by Equations (1)–(5). Therefore, it is revealed that the CO2 reduction characteristics of P4O10/TiO2 with H2O performs with the same tendency of TiO2. Figure 7 shows a comparison of formation rate of CO among different molar ratios. The formation rate of CO was saturated after 8 h of light illumination. We observed the peak of the production rate of CO at 2 h.

2.3. CO2 Reduction Performance of P4O10/TiO2 with Changing Rotation Speed and Light Illumination Conditions

Figure 8, Figure 9 and Figure 10 show a comparison of the rotation speed on the CO2 reduction performance of P4O10/TiO2 in the case of CH4:CO2 = 1:1 under the light illumination conditions of UV and VIS and IR, VIS and IR, and IR, respectively. According to Figure 8, Figure 9 and Figure 10, it is revealed that the concentration of formed CO, as well as the molar quantity of CO per unit weight of photocatalyst, is the highest for the rotation speed of 600 rpm, irrespective of light illumination condition. In Figure 8, the concentration of formed CO for the rotation speed of 600 rpm is 539 ppmV under the light illumination condition of UV and VIS and IR, which is 39.6% more than for 400 rpm and 44.5% more than for 200 rpm.
The molar quantity of CO per unit weight of photocatalyst for the rotation speed of 600 rpm is 25.2 μmol/g under the light illumination condition of UV and VIS and IR, which is 20.3% more than that prepared at 400 rpm and 20.6% more than prepared at 200 rpm. In Figure 8, the concentration of formed CO for the rotation speed of 600 rpm is 396 ppmV under the light illumination condition of VIS and IR, which is 41.4% more than that prepared at 400 rpm and 68.5% more than that prepared at 200 rpm. The molar quantity of CO per unit weight of photocatalyst for the rotation speed of 600 rpm is 18.4 μmol/g under the light illumination condition of VIS and IR, which is 21.3% more than that prepared at 400 rpm and 38.7% more than that prepared at 200 rpm. In Figure 10, the concentration of formed CO for the rotation speed of 600 rpm is 254 ppmV under the light illumination condition of IR, which is 9.8% more than that prepared at 400 rpm and 27.0% more than that prepared at 200 rpm. The molar quantity of CO per unit weight of photocatalyst for the rotation speed of 600 rpm is 11.9 μmol/g under the light illumination condition of IR, which is 1.8% more than that prepared at 400 rpm and 8.2% more than that prepared at 200 rpm.
The particle size of P4O10 decreases with the increase in the rotation speed according to Figure 3, resulting in the amount of P4O10 for the rotation speed of 600 rpm increasing compared to the other rotation speeds as described above. Therefore, it is thought that the CO2 reduction performance for a rotation speed of 600 rpm exhibits a high CO2 reduction performance. Moreover, it can be claimed that the CO2 reduction performance is improved with the loading P4O10 under the light illumination conditions. Phosphorus has a layer structure that absorbs the light with wavelengths from UV to IR, according to the reference [18]. The layer thickness matches the wavelength of IR.
In addition, the observation area, the center of the netlike glass disk with a diameter of 300 μm, has been analyzed by EPMA to measure the amount of P within the TiO2 film. We calculate the ratio of P to Ti by averaging the data detected in the observation area. The amount of element P within P4O10/TiO2 film in the case of the rotation speed of 600 rpm, 400 rpm and 200 rpm is 3.21 wt%, 2.13 wt% and 1.94 wt%, respectively. Since the amount of P, i.e., P4O10 increases, it is thought that the performance of CO2 reduction is promoted.

3. Experimental Procedure

3.1. Preparatioon Procedure of P4O10/TiO2

The TiO2 film was prepared using sol–gel and dip coating processes [19]. The preparation method of TiO2 sol has previously been explained in the authors’ past studies [19,20]. This study prepared the P4O10/TiO2 film using the sol–gel and dip coating process. Since the firing temperature of the photocatalyst is 343 K, the crystal type of TiO2 prepared by this study was anatase. When the firing temperature is over 923 K, the crystal type of TiO2 prepared by this study was rutile. Regarding P4O10 that is loaded on TiO2, P4O10 was made from red P by means of mechanical synthesis [9]. The preparation method of P4O10 has been already explained in the authors’ previous study [9]. The rotation speed of a ball mill crusher was set at 600 rpm, 400 rpm and 200 rpm, though the authors’ previous study was set at 600 rpm [9]. Figure 11 shows the ball milling machine, Al2O3 balls for crushing red P and prepared P4O10.

3.2. Characterization Procedure of P4O10/TiO2

The characteristics of the external and crystal structure of P4O10/TiO2 film prepared were evaluated by SEM (JXA-8530F, JEOL Ltd., Akishima City, Japan) and EPMA (JXA-8530F, JEOL Ltd.) [21]. A netlike disk was adopted as a base material for adhering the P4O10/TiO2 to before analyzing the characteristics. The thickness of the deposited carbon was approximately 2023 nm. The acceleration voltage and the current were set at 15 kV and 3.0 × 10−8 A, respectively, to analyze the external structure.

3.3. Experimental Procedure of CO2 Reduction

Figure 12 shows the experimental apparatus: the reactor consisting of a stainless tube of 100 mm (H.) × 50 mm (I.D.); P4O10 coated on a netlike glass disk of 50 mm (D.) × 1 mm (t.) located on the Teflon cylinder of 84 mm (D.) × 10 mm (t.); a sharp cut filter that removed light with wavelengths below 400 nm (SCF-49.5C-42L, SIGMA KOKI Co., Ltf., Tokyo, Japan); a 150 W Xe lamp (L2174, Hamamatsu Photonics K. K., Hamamatsu City, Japan); a mass flow controller; and a CO2 gas cylinder (purity: 99.995 vol%). The reactor chamber was 1.25 × 10−4 m3 in size. The light of the Xe lamp located on the stainless tube was directed toward the P4O10/TiO2, passing through the sharp cut filter and the quartz glass disk positioned on the top of the stainless tube. The wavelength of the Xe lamp light ranged from 185 nm to 2000 nm. The sharp cut filter eliminated UV from the Xe lamp light. After the filter, the wavelength of light ranged from 401 nm to 2000 nm or 801 nm to 2000 nm, using a similar technique to the authors’ previous study [9].
The average light intensity from the Xe lamp without the cut filter for the rotation speeds of 600 rpm, 400 rpm and 200 rpm was 70.1 mW/cm2, 70.3 mW/cm2 and 70.0 mW/cm2, respectively. The mean light intensity from the Xe lamp with the filter for the rotation speeds of 600 rpm, 400 rpm and 200 rpm, respectively, was 60.6 mW/cm2, 60.7 mW/cm2 and 60.4 mW/cm2, respectively, for the wavelength between 401 nm and 2000 nm. In addition, the mean light intensity for the rotation speeds of 600 rpm, 400 rpm and 200 rpm, respectively, was 43.3 mW/cm2, 40.3 mW/cm2 and 39.9 mW/cm2, respectively, for the wavelength between 801 nm and 2000 nm. We measured the light intensities using a light intensity meter located 55 mm away from the lamp, which was the distance between the Xe lamp and the prepared P4O10/TiO2 photocatalyst during the CO2 reduction experiment.
CO2 gas with 99.995 vol% filled the vacuumed reactor chamber. After that, the valves at the inlet and the outlet of reactor were closed during the experiment. We set the pressure and the gas temperature at 0.1 MPa and 298 K, respectively, in the reactor. We injected liquid H2O into the reactor by syringe via the gas sampling tap and turned the Xe lamp on simultaneously. We varied the amount of injected H2O following the set molar ratio of CO2:H2O. The injected H2O was vaporized due to the heat of the infrared light components from the Xe lamp. The temperature in the reactor was maintained at 343 K for an hour. Then, it was maintained at 343 K during the experiment. We varied the molar ratio of CO2:H2O to 1:0.5, 1:1, 1:2 and 1:4. The reacted gas in the reactor was extracted by a gas syringe via gas sampling tap. Then, it was analyzed by an FID gas chromatograph (GC353B, GL Science, Tokyo, Japan) and a methanizer (MT221, GL Science). The minimum resolution of FID gas chromatograph and methanizer was 1 ppmV. Regarding the recyclability of photocatalyst, the experiment was carried out three times for the P4O10/TiO2 photocatalyst in this study.

4. Conclusions

This study has experimentally investigated the impact of the rotation speed of ball milling on the CO2 reduction performance of P4O10/TiO2. The rotation speeds studied were 600 rpm, 400 rpm and 200 rpm. As a result, the following conclusions are drawn:
(i)
It was revealed that the particle size of P4O10/TiO2 prepared by the rotation speed of 600 rpm was the smallest among the investigated rotation speeds. The average diameter of P4O10 particles prepared at the rotation speeds of 600 rpm, 400 rpm and 200 rpm was 0.523 μm, 0.762 μm and 0.746 μm, respectively.
(ii)
It was revealed that the concentration of formed CO as well as the molar quantity of CO per unit weight of photocatalyst P4O10/TiO2 prepared at the rotation speed of 600 rpm in the case of CO2:H2O = 1:1 is the highest among the different molar ratios, irrespective of light illumination condition.
(iii)
In the case of CO2:H2O = 1:1 under the light illumination condition of IR, the following findings were obtained: The concentration of formed CO for the rotation speed of 600 rpm was 254 ppmV, which is 9.8% more than that prepared at 400 rpm and 27.0% more than that prepared at 200 rpm. The molar quantity of CO per unit weight of photocatalyst for the rotation speed of 600 rpm was 11.9 μmol/g under the light illumination condition of IR, which is 1.8% more than that prepared at 400 rpm and 8.2% more than that prepared at 200 rpm.

Author Contributions

Conceptualization and writing—original draft preparation, A.N.; data curation, T.S.; methodology, R.H. and H.S.; writing—review and editing, E.H. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Mie University.

Data Availability Statement

Data are available in a publicly accessible repository.

Conflicts of Interest

The authors declare no conflicts of interest.

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Figure 1. Comparison of EPMA images among the different rotation speeds (top: 600 rpm, middle: 400 rpm, bottom: 200 rpm).
Figure 1. Comparison of EPMA images among the different rotation speeds (top: 600 rpm, middle: 400 rpm, bottom: 200 rpm).
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Figure 2. Comparison of SEM images among the different rotation speeds. (top: 600 rpm, middle: 400 rpm, bottom: 200 rpm).
Figure 2. Comparison of SEM images among the different rotation speeds. (top: 600 rpm, middle: 400 rpm, bottom: 200 rpm).
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Figure 3. Comparison of distributions of particle size of prepared P4O10 among the different rotation speeds.
Figure 3. Comparison of distributions of particle size of prepared P4O10 among the different rotation speeds.
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Figure 4. Comparison of the rotation speed on the distribution of binding energy analyzed by XPS.
Figure 4. Comparison of the rotation speed on the distribution of binding energy analyzed by XPS.
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Figure 5. Shows all constituent elements data of XPS analysis among different rotation speeds (left: 200 rpm, center: 400 rpm, right: 600 rpm).
Figure 5. Shows all constituent elements data of XPS analysis among different rotation speeds (left: 200 rpm, center: 400 rpm, right: 600 rpm).
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Figure 6. Comparison of molar ratio of CO2:H2O on the CO2 reduction performance of P4O10/TiO2 prepared with a rotation speed of 600 rpm under the light illumination conditions of UV, VIS and IR.
Figure 6. Comparison of molar ratio of CO2:H2O on the CO2 reduction performance of P4O10/TiO2 prepared with a rotation speed of 600 rpm under the light illumination conditions of UV, VIS and IR.
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Figure 7. Comparison of formation rate of CO of CO of P4O10 prepared with a rotation speed of 600 rpm under the light illumination conditions of UV, VIS and IR among different molar ratios.
Figure 7. Comparison of formation rate of CO of CO of P4O10 prepared with a rotation speed of 600 rpm under the light illumination conditions of UV, VIS and IR among different molar ratios.
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Figure 8. Comparison of the rotation speed on CO2 reduction performance of P4O10/TiO2 under the light illumination condition with UV, VIS and IR.
Figure 8. Comparison of the rotation speed on CO2 reduction performance of P4O10/TiO2 under the light illumination condition with UV, VIS and IR.
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Figure 9. Comparison of the rotation speed on CO2 reduction performance of P4O10/TiO2 under the light illumination condition with VIS and IR.
Figure 9. Comparison of the rotation speed on CO2 reduction performance of P4O10/TiO2 under the light illumination condition with VIS and IR.
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Figure 10. Comparison of the rotation speed on CO2 reduction performance of P4O10/TiO2 under the light illumination condition with IR.
Figure 10. Comparison of the rotation speed on CO2 reduction performance of P4O10/TiO2 under the light illumination condition with IR.
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Figure 11. Photo of ball milling machine (left figure), Al2O3 balls for crushing red P (center figure) and prepared P4O10 (right figure).
Figure 11. Photo of ball milling machine (left figure), Al2O3 balls for crushing red P (center figure) and prepared P4O10 (right figure).
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Figure 12. Schematic drawing of experimental setup.
Figure 12. Schematic drawing of experimental setup.
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Nishimura, A.; Saito, T.; Hanyu, R.; Senoue, H.; Hu, E. Impact of Rotation Speed of Ball Milling on P4O10 Size Thus on Promotion of CO2 Reduction Performance with P4O10/TiO2 Photocatalyst. Catalysts 2025, 15, 448. https://doi.org/10.3390/catal15050448

AMA Style

Nishimura A, Saito T, Hanyu R, Senoue H, Hu E. Impact of Rotation Speed of Ball Milling on P4O10 Size Thus on Promotion of CO2 Reduction Performance with P4O10/TiO2 Photocatalyst. Catalysts. 2025; 15(5):448. https://doi.org/10.3390/catal15050448

Chicago/Turabian Style

Nishimura, Akira, Toru Saito, Ryo Hanyu, Hiroki Senoue, and Eric Hu. 2025. "Impact of Rotation Speed of Ball Milling on P4O10 Size Thus on Promotion of CO2 Reduction Performance with P4O10/TiO2 Photocatalyst" Catalysts 15, no. 5: 448. https://doi.org/10.3390/catal15050448

APA Style

Nishimura, A., Saito, T., Hanyu, R., Senoue, H., & Hu, E. (2025). Impact of Rotation Speed of Ball Milling on P4O10 Size Thus on Promotion of CO2 Reduction Performance with P4O10/TiO2 Photocatalyst. Catalysts, 15(5), 448. https://doi.org/10.3390/catal15050448

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