1. Introduction
Due to rapid industrial developments and enhanced human activities, carbon dioxide levels in the atmosphere have reached approximately 400 ppm for the first time in history [1]. Converting CO2 into useful feedstock chemicals and fuels is an important strategy for removing CO2 from the atmosphere and for reducing our dependence on petrochemicals [2-4]. Among the products derived from CO2, methanol is a basic chemical as a feedstock for producing formaldehyde, olefin, and other products [5]. In 2005, Olah and co-workers initiated a “methanol economy” concept [6,7]. According to this proposal, methanol can severe as an efficient energy-storage chemical and a fuel substitute [8,9]. Therefore, methanol synthesis through carbon dioxide hydrogenation has attracted worldwide research interest in the past 20 years [10-17].
In investigations of low-pressure process for methanol synthesis using CuO/ZnO/Al2O3 catalyst, which began in the late 1960s, there exist different opinions on the nature of active sites and the role of promoters [18-21]. Some researchers pointed out the metallic copper atoms were uniformly active for methanol synthesis [22,23]. For example, Pan et al. [24] found that the activity of the catalyst was directly proportional to the surface area of metallic Cu. Deng et al. [25] also reported that the catalytic activity of a CuO/ZnO/Al2O3 catalyst for carbon dioxide hydrogenation increased with the surface area of metallic copper, reached a maximum, and then decreased at a Cu/ZnO molar ratio of 8. However, in the presence of CO2 and with a fraction of the Cu0 surface covered by oxygen-containing species, the catalytic activity toward methanol synthesis no longer depended on the Cu0 surface area [26,27]. This was explained that the Cu+ sites might be active sites in methanol synthesis. Herman et al. [28] found that active Cu+ ion sites were dissolved on the surface of the ZnO matrix. Synergetic effect between copper and the promoter was reported by several groups [29,30]. Fujitani and Nakamura [31] proposed the creation of a Cu-Zn surface alloy on active sites. Herman and co-workers [28] indicated that the catalytic magnitude was greater than that of the pure copper metal or zinc oxide, bearing the consequence of the synergistic interaction between copper and ZnO.
In general, the formation of active sites is analyzed after quenching the treated samples. It is important to directly follow the operando structural changes of catalyst by using an in-situ method. For better understanding the active sites and the promoter effect in the catalysts, synchrotron-based X-ray absorption fine structure (XAFS) and its two main modifications, X-ray Absorption Near Edge Structure (XANES) and Extended X-ray Absorption Fine Structure (EXAFS), are well suited to the local structural investigation in catalytic research [32-36]. In addition, in-situ XAFS is a premier tool for dynamic monitoring the structural evolutions of catalyst under operando conditions, which has been used by many researchers attempting to understand the active site formation during preparation, activation, and reaction process [37-40].
In this work, we prepared a CuO/ZnO/Al2O3 catalyst by an oxalate gel co-precipitation method and investigated the structural information of the CuO/ZnO/Al2O3 catalyst at operando conditions by in-situ quick XAFS (QXAFS) method [41]. Unlike the usual step-scan method, the monochromator in QXAFS is continuously moved in the quick mode. It is possible to detect the comprehensive changes in a short time, providing direct insight for understanding the copper state and the promotion effects in CuO/ZnO/Al2O3 catalyst.
2. Experimental Section
2.1 Preparation of catalyst
CuO/ZnO/Al2O3 catalyst was synthesized by an oxalate gel co-precipitation method [42]. Mixed zinc nitrate, copper nitrate and aluminum nitrate (all from Aldrich, 99.999%) and 20% excess of oxalic acid were dissolved in ethanol individually. The two solutions were mixed at room temperature by using peristalic pump. The precipitate was separated by centrifuge, and dried overnight at 110°C. Then, it was calcined at 400°C for 4 h in a muffle oven. Subsequently, the CuO/ZnO/Al2O3 catalyst was obtained. The metal loading of the catalyst determined by inductively coupled plasma atomic emission spectroscopy amounted to CuO/ZnO/Al2O3 (36.80%± 0.5wt%/Cu, 37.90% ± 0.5wt%/Zn, 3.50% ± 0.5wt%/Al).
2.2 Catalytic test
The CuO/ZnO/Al2O3 catalyst (1.0 g, 60–80 mesh) mixed with quartz sand (2.0 g, 60–80 mesh) was loaded in the isothermal zone of a fixed-bed reactor. After the catalyst was reduced with pure H2 at 250°C (1 bar) for 4 h, the temperature was decreased to 200°C, and the mixture gas (3 H2:1 CO2) (with 0.1 N2 as internal standard) was cut in. It was performed at 1 bar and 10 bar with the gas hourly space velocity (GHSV, h-1) of 3000. The same scheme was followed at 250°C and 300°C. A hot trap (100°C) and a cold trap (2°C–4°C) were sequentially set at downstream of the reactor to collect liquid products. The liquid products were analyzed by using an Agilent 7820A gas chromatograph equipped with a capillary column INNOWAX (30 m×0.25 mm) and a flame ionization detector. Gas-phase products were collected in a gas bag and were analyzed by using an Agilent GC (7820A) equipped with a Porapak Q and 5A packed column and a thermal conductivity detector.
2.3 TEM characterization
Transmission electron microscope (TEM) images were obtained using a FEI Tecnal G2 F20 SS-TWINTEM operated at 220kV. The CuO/ZnO/Al2O3 catalyst was dispersed ultrasonically in ethanol, and loaded onto a copper grid.
2.4 TPR measurement
The reduction behavior of the CuO/ZnO/Al2O3 catalyst was tested by temperature-programmed reduction (H2-TPR, Micromeritics AutoChem Π 2920). The catalyst was loaded into a U-tube and treated by a helium flow at 200°C for 1h. After the catalyst was cooled down to 50°C, and the gas flow was switched from helium to 5%H2/Ar mixtures. The temperature was increased to 500°C in the rate of 5°C /min. The H2 consumption was monitored by a thermal conductivity detector (TCD) throughout the whole reduction process.
2.5 QXAFS measurement
QXAFS measurements were performed at Beamline BL14W1 at the Shanghai Synchrotron Radiation Facility (SSRF), operated at 3.5 GeV, and Beamline 1W1B of the Beijing Synchrotron Radiation Facility (BSRF) operated at 2.2 GeV. High-order harmonics were successfully inhibited by using a harmonic suppression mirror. Transmission mode was performed both at the Cu and Zn K-edge. Two gas-filled ionization chambers were used to measure the intensities of the incident beam (I0) and the transmitted beam (I1) after the sample. The gas used in the chambers depended upon the element being examined. The CuO/ZnO/Al2O3 catalyst was mixed with BN and finely ground to obtain an appropriate absorption edge jump. It was then centered in a home-made XAFS cell. Detail information for the cell will be given in Section 3.4.1.
Firstly, initial states of the catalyst at Cu K-edge and Zn K-edge were collected. Next, the whole in-situ reduction treatment was performed at 150°C (10%H2/He, 1 bar), and the gas flow was kept at 10ml/min. Then, the temperature was up to 200°C, and the reducing gas was switched to the mixture of 3H2:1CO2, (1 bar). After that, increasing the temperature (at 5°C /min) and pressure to 300°C and 5 bar, at the gas flow of 50 mL/min, the XAFS data were collected continuously and each QXAFS scan took just 60s. Finally, the XAFS data were analyzed using the software package of Ifeffit. Phase shifts and backscattering amplitudes used for the data analysis were obtained from spectra of the reference compounds of Cu-foil, CuO, Cu2O, Zn-foil and ZnO. The χ(k) data were multiplied by k3 to compensate the of EXAFS oscillation damping in the high k-region. Fourier transformation (FT) from k-space to R-space, and the data fit was performed in R-space. From the analysis, structural parameters, such as the coordination numbers (N), bond distance(R), Debye-Waller factor and inner potential shift could be calculated.
3. Results and Discussion
3.1 Catalytic test
The catalytic activity and selectivity for methanol synthesis on the CuO/ZnO/Al2O3 catalyst are listed in Table 1. According to the reaction thermodynamics, temperature is an important effect on the activity performance. The results show that the CO2 conversion increases with the temperature. However, the methanol yield at 250°C is greater than that at 300°C. As the methanol synthesis reaction is an exothermic reaction, the selectivity of methanol decreases with increasing temperatures, accompanied by increasing CO selectivity. Therefore, the lower methanol yield is due to the limitation of thermodynamic equilibrium. Both the CO2 conversion and methanol yield at 10 bar are greater than those at 1 bar at the same temperatures. Obviously, the activity performance is significantly affected by the thermodynamics effect.
Conditions | CCO2a (%) | SCH3OHb (%) | SCOc (%) | YCH3OHd (%) |
---|---|---|---|---|
1 bar, 200°C | 7.3 | 32.7 | 67.3 | 2.4 |
1 bar, 250°C | 12.6 | 23.4 | 76.6 | 2.9 |
1 bar, 300°C | 17.9 | 14.6 | 85.4 | 2.6 |
10 bar, 200°C | 10.6 | 43.3 | 56.7 | 4.6 |
10 bar,250°C | 17.8 | 29.5 | 70.5 | 5.3 |
10 bar,300°C | 21.9 | 15.7 | 84.3 | 3.4 |
3.2 TEM characterization
TEM images and EXD elemental mappings of the calcined catalyst and reduced catalyst are shown in Fig.1. The EDX mappings show uniform distributions of copper on both catalyst samples, indicating that zinc oxide can improve copper dispersion in the CuO/ZnO/Al2O3 catalyst. Therefore, a morphology effect is always postulated to the role of the zinc oxide in a Cu-based catalyst that ZnO may optimize dispersion of the Cu particles and stabilize the active sites by attenuating the unavoidable agglomeration of Cu particles [43]. The particle size distributions estimated are shown in Fig.2. The average particle sizes of the calcined and the reduced catalysts are 7.6 to ~and 8.2 nm, respectively.
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3.3 TPR analysis
In order to investigate the reduction behavior of the catalyst, TPR measurement was performed. Fig.3 showed the reduction profiles of the CuO/ZnO/Al2O3 catalyst and CuO reference. The peak at 260°C in bulk CuO is attributed to the reduction of CuO to metallic Cu; while the reduction temperature of the CuO/ZnO/Al2O3 catalyst was obviously lower than that of the reference CuO, with a major peak at 195°C and a shoulder peak at 165°C, which could be related to the reduction of bulk CuO and highly dispersed CuO species, respectively [44,45]. The difference of TPR profiles between the reference CuO and CuO/ZnO/Al2O3 catalyst indicates the interaction of Cu species with promoter ZnO. This is in line with the results of TEM.
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3.4 XAFS analysis
3.4.1 The design of the in-situ XAFS cell
The actual working chemical state and local geometric structure of Cu and Zn was studied with in-situ XAFS measurements, as fingerprints to identify the structural state at different stages. Fig.4 shows a new type of in-situ XAFS cell we designed. Its four windows are of binder-less polycrystalline boron nitride, a new material for X-ray windows with desirable purity, chemical and thermal stability, and the second hardest materials next to diamond. The BN windows are 2 µm thick, which can endure high pressures and allow sufficient transmittance for X-ray even at 5 keV. Made of stainless steel, the in-situ cell consists of a heating system, a cooling system and a gas system. Temperatures of the central body, ranging from liquid nitrogen to 500°C, are monitored by thermocouples. Its pressure ranges from vacuum to 0.6 MPa. It allows both transmission and fluorescence modes. The catalyst was held inside the reactor using a stainless-steel holder (Fig.4b).
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3.4.2 Calcined CuO/ZnO/Al2O3 catalyst
Figure 5 shows the Cu and Zn K-edge XANES spectra for the Cu/ZnO/Al2O3catalyst and, for comparison, the spectra of Cu, Cu2O, CuO, Zn and ZnO. As the transition energy depends on the ion charge, the edge position shifted towards lower energies with oxidation states: 8980.0, 8981.1, and 8984.3 eV for Cu, Cu2O and CuO, respectively. The Cu K-edge XANES spectra in Fig.5(a) are clearly related to the CuO reference in terms of edge position and features. Fig.5(b) exhibits the zinc K-edge XANES profile in the calcined CuO/ZnO/Al2O3 catalyst. An edge position and features are similar to that of the ZnO reference. A main peak located at 9669 eV with a shoulder at 9663 eV can be assigned to the Zn2+ dipole-allowed electron transition relative to 1s-4pa, b and 1s-4pc, respectively [39].
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3.4.3 Reduction behavior of CuO/ZnO/Al2O3 catalyst by QXAFS
QXAFS spectra were collected continuously in an entire in-situ process. From the TPR results in Sect. 3.3, Cu2+ was gradually reduced by hydrogen at 160°C, while zinc oxide was stable even at 500°C. In order to follow the detail structural change of copper species, we performed the QXAFS measurement at 150°C, and controlled a lower gas flow at 10 mL/min. However, probably due to the low temperature and low gas flow, no obvious change was observed for the first 20 min of the reduction process. Therefore, the XANES data in Fig.6(a) were showed 20 min later. Fig.6 (b) shows composition changes of the catalyst, obtained by the linear combination fitting analysis. The percentage of Cu2+ at initial state was 100%, which was in line with the analysis result in Fig.5 (a). In the reduction process, the edge position and the white line of the Cu K-edge XANES remarkably decreased. Cu+ and Cu0 phases were detected, resulting from reduction of Cu2+. The absence of peak in 8984.3 eV was attributed to the 1s-4p transition in Cu2+, and the presence of peak in 8980 eV was attributed to the 1s-4p transition in Cu0. The final stage was characterized by an almost complete depletion of CuO and the presence of Cu metallic phase. All the copper atoms got reduced by longer reduction time. In addition, the presence of Cu+ could be observed as the intermediate in the reduction process by QXAFS method.
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The corresponding k3-weighted χ(k)data and Fourier transform spectra are shown in Fig.6(c) and 6(d), respectively. The peak around 1.5 Ǻ and 2.5 Ǻ without phase corrected Fourier transforms in Fig.6 (d) corresponded to an O shell and Cu-Cu (O) shell, respectively. Both peaks decreased gradually with increasing reduction time, while a new peak attributed to the Cu-Cu metallic bond increased with the reduction time. The results of the in-situ QXAFS experiment correlated well with other reports that the Cu2+ was gradually reduced to Cu0 [44].
3.4.4 In-situ XAFS study under reaction conditions for CuO/ZnO/Al2O3 catalyst
Figures 7(a) and (b) show the Cu and Zn K-edge XANES spectra of the CuO/ZnO/Al2O3 catalyst during different reaction treatments. There are no obvious changes in the XANES spectra of copper and zinc. This indicates that the active phases on CuO/ZnO/Al2O3 catalyst are stable. Fig.7(c) shows the corresponding Fourier-transformed spectra for the catalyst. The main peak around 2.2 Ǻ without phase corrected Fourier transforms corresponded to Cu-Cu metallic shell, and the lower intensity of the peaks at higher distances indicates the increasing disorder effect in the catalyst. The main peaks at different temperatures in Fig.7(c) do not differ significantly in shape, except for a noticeable variation in the amplitude and bond distance. According to our previous studies [46-48], the slight changes could be induced by the increasing disorder effect.
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Due to the large disorder effect of the catalyst at higher temperatures, data analysis using the conventional Gaussian mode can result in erroneously results[45]. To account for the deviation from harmonic behavior, the cumulant expansion technique was used to correct the error in bond contraction. The EXAFS fitting results are given in Table 2. Generally, error bounds (accuracies) that characterize the structural parameters obtained from EXAFS spectra are estimated at N=±20% and R=±1%. The main peak with the coordination number of ~11.0 at 2.54 Ǻ corresponded to the Cu-Cu contribution. It was similar with that of bulk Cu by considering the error bounds in N. For zinc (in supporting information Table S1), the first and second reaks corresponded to Zn-O and Zn-Zn (O), respectively. The coordination numbers for them were similar with that of bulk ZnO with tetrahedral structure [39]. No obvious changes could be observed in the coordination numbers and bond distance of copper and zinc at different temperatures. This is in line with the XANES results, while the Debye-Waller factors for all contribution bonds gradually become stronger.
Sample | Path | N | R (Ǻ) | ΔE0 (eV) | Δσ2 (Å2) | ΔσT2(Å2) [41] | Δσs2(Å2) | R-factor (%) |
---|---|---|---|---|---|---|---|---|
Cu foil | Cu-Cu | 12 | 2.55 | -1.1(±0.3) | 0.013(±0.001) | 0.0026 | 0.011 | 0.0031 |
Cu 200°C | Cu-Cu | 10.9(±1.1) | 2.54(±0.025) | −2.6(±1.5) | 0.014(±0.001) | 0.0035 | 0.011 | 0.0058 |
Cu 250°C | Cu-Cu | 10.9(±1.1) | 2.54(±0.025) | −2.6(±1.5) | 0.015(±0.001) | 0.0040 | 0.011 | 0.0057 |
Cu 300°C | Cu-Cu | 10.8(±0.4) | 2.54(±0.053) | 1.9(±1.6) | 0.016(±0.003) | 0.0043 | 0.011 | 0.0091 |
From the micro-perspective, the atomic thermal motion increases with the sample temperature, which increases the mean square variation of each scattering path length, and the σT indicates the inherent properties of atoms which can only be affected by the temperature. In order to explain the real state of the structural change (σS), the disorder factor was divided into σT and σS by the Einstein model. The σT can be obtained from the fitting results of CuO/ZnO/Al2O3 under nitrogen atmosphere [45]. Therefore, the structural disorder (σS) obtained are given in Table 2. The structural disorder was 0.0011. The active catalyst consists of mainly metallic Cu and ZnO, and the active catalyst structure did not change with temperature. Therefore, the role of the zinc oxide in CuO/ZnO/Al2O3catalyst can be postulated to a morphology effect that optimize and stabilize the dispersion of the Cu particles.
4. Conclusion
In-situ XAFS method allows detailed and exhaustive structural characterization of the CuO/ZnO/Al2O3 catalyst under operation conditions. QXAFS data can be recorded under different gas mixtures at different temperatures and pressures. It is demonstrated that activation of the catalyst precursor occurs via a Cu+ intermediate, and the active catalyst consists of mainly metallic Cu and ZnO, and the active catalyst structure does not change with temperature or pressure, indicating that the ZnO improves Cu dispersion. This study brings new insights on the complex and dynamic changes in different in-situ treatment.
Recent advances in CO2 capture and utilization
. Chem Sus Chem, 2008, 1: 893-899. DOI: 10.1002/cssc.201090023Recent advances in catalytic hydrogenation of carbon dioxide
. Chem. Soc. Rev, 2011, 40: 3703-3727. DOI: 10.1039/clcs15008aCatalysis for CO2 conversion: a key technology for rapid introduction of renewable energy in the value chain of chemical industries
. Energy Environ. Sci, 2013, 6: 1711-1731. DOI: 10.1039/C3EE00056GAnthropogenic chemical carbon cycle for a sustainable future
. J. Am. Chen. Soc, 2011, 133: 12881-12898. DOI: 10.1021/ja202642yJenseits von öl und Gas: die Methanolwirtschaft
. Angew. Chem, 2005, 117: 2692-2696. DOI: 10.1002/ange.200462121Beyond Oil and Gas: The Methanol Economy, Angew
. Chem. Int. Ed, 2005, 44: 2636-2639. DOI: 10.1002/anie.200462121Effect of hydrotalcite-containing precursors on performance of Cu/Zn/Al/Zr catalysts for CO2 hydrogenation: Introduction of Cu2+ at different formation stages of precursors
. Catal.Today, 2012, 194: 9-15. DOI: 10.1016/j.cattod.2012.06.012Conversion of methanol to hydrocarbons: How zeolite cavity and pore size controls product selectivity
. Angew. Chem, 2012, 51: 5810-5831. DOI: 10.1002/aine.201103657.Methanol synthesis reactions over CuZr based catalyst investigated using periodic variations of reaction concentrations
. Appl. Catal. A, 2001, 216: 227-241. DOI: 10.1016/S0926-860X(01)00569-5.A liquid-feed solid polymer electrolyte direct methanol fuel cell operating at near-ambient conditions
. J. Power Sources, 1998, 76: 54-59. DOI: 10.1016/S0378-7753(98)00140-2The activity and state of the copper surface in methanol synthesis catalysts
.Appl.Catal, 1986, 25: 101-107. DOI: 10.1016/S0166-9834(00)81226-9.Morphology-dependent interactions of ZnO with Cu nanoparticles at the materials’ interface in selective hydrogenation of CO2 to CH3OH
. Angew. Chem. 2011, 123: 2210-2213. DOI: 10.1002/anie.201007108Influence of Zr on the performance of Cu/Zn/Al/Zr catalysts via hydrotalcite-like precursors for CO2 hydrogenation to methanol
. J. Catal, 2013, 298: 51-60. DOI: 10.1016/j.jcat.2012.10.030The active site of methanol synthesis over Cu/ZnO/Al2O3 industrial catalysts
. Science, 2012, 336: 893-897. DOI: 10.1126/science.1219831Preparation of copper-based catalysts for methanol synthesis by acid-alkali-based alternate precipitation method
. Chin. J. Catal, 2006, 27: 210-216. DOI: 10.1016/S1872-2067(06)60014-4Catalytic conversion of CO2 to value added fuels: Current status, challenges, and future directions
. Chin. J. Catal, 2016, 37: 999-1015. DOI: 10.1016/S1872-2067(16)62455-5On the Issue of the Active Site and the Role of ZnO in Cu/ZnO Methanol Synthesis Catalysts
. Top. Catal, 2003, 22: 277-285. DOI: 10.1023/A:1023588322846In Situ Investigations of Structural Changes in Cu/ZnO Catalysts
. Catal. 2000, 194:The effect of ZnO in methanol synthesis catalysts on Cu dispersion and the specific activity
. Catal. Lett, 1998, 56: 119-124. DOI: 10.1023/A:1019000927366Interactions among supported copper‐based catalyst components and their effects on performance: A review
. Chin. J. Catal, 2013, 34: 851-864. DOI: 10.1016/S1872-2067(12)60592-0Supported copper catalysts in the synthesis of methanol: N2O-titrations
. Appl. Catal, 1987, 30: 353-358. DOI: 10.1016/S0166-9834(00)84125-1Studies on the chemical state of Cu during methanol synthesis
. J.Catal, 1984, 90: 165-171. DOI: 10.1016/0021-9517(84)90099-XMethanol synthesis activity of CuZnO catalysts
. J. Catal, 1988, 114: 440-444. DOI: 10.1016/0021-9517(88)90047-4A novel process for preparation of a Cu/ZnO/Al2O3 ultrafine catalyst for methanol synthesis from CO2+H2: Comparison of various preparation methods
. Appl.Catal.A, 1996, 139: 75-80. DOI: 10.1016/0926-860X(95)00324-XThe activity and state of the copper surface in methanol synthesis catalysts
. Appl. Catal, 1986, 25:48-51. DOI: 10.1016/S0166-9834(00)81226-9Promotion of methanol synthesis and the water-gas shift reactions by adsorbed oxygen on supported copper catalysts
. J. Chen. Soc, Farady Trans I, 1987, 83: 2193-2200. DOI: 10.1039/F19878302193Catalytic synthesis of methanol from COH2: I. Phase composition, electronic properties, and activities of the Cu/ZnO/M2O3 catalysts
. J.Catal. 1979, 56: 407-410. DOI: 10.1016/0021-9517(79)90132-5Synergism between Cu and Zn sites in Cu/Zn catalysts for methanol synthesis
. Appl. Surf. Sci, 1999,152: 193-198. DOI: 10.1016/S0169-4332(99)00317-7The synergy between Cu and ZnO in methanol synthesis catalysts
. Catal. Lett, 1996, 38: 157-163. DOI: 10.1007/BF00806562The chemical modification seen in the Cu/ZnO methanol synthesis catalysts
. Appl. Catal. A, 2000, 191: 111-129. DOI: 10.1016/S0926-860X(99)00313-0New technique for investigating noncrystalline structures: Fourier analysis of the extended X-ray absorption fine structure
. Phys. Rev. Lett, 1971, 27: 1204-1207. DOI: 10.1103/PhysRevLett.27.1204Advanced X-ray absorption and emission spectroscopy: in situ catalytic studies
. Chem. Soc. Rev, 2010, 39: 4754-4766. DOI: 10.1039/c0cs00054jStructural changes of Rh-Mn nanoparticles inside carbon nanotubes studied by X-ray absorption spectroscopy
. Chin. J. Catal, 2014, 35: 1418-1427. DOI: 10.1016/S1872-2067(14)60081-4X-ray absorption spectroscopy of low temperature fuel cell catalysts
. Chem. Rev, 2004, 104: 4613-4635. DOI: 10.1002/chin.200450216The XAFS beamline of SSRF
. Nucl Sci Tech, 2015, 26: 050102. DOI: 10.13538/j.1001-8042/nst.26.050102Structure of the methanol synthesis catalyst determined by in situ HERFD XAS and EXAFS
. Catalysis Science and Technology, 2012, 2: 373-378. DOI: 10.1039/c1cy00277eXPS, XANES and EXAFS investigations of CuO/ZnO/Al2O3/ZrO2 mixed oxide catalysts
. Phys.Chem.Chem.Phys, 2002, 4: 1990-1999. DOI: 10.1039/b109766kDynamic Cu/Zn interaction in SiO2 supported methanol synthesis catalysts unraveled by in- situ XAFS
. J. Phys. Chem. C, 2011, 115: 20175-20191. DOI: 10.1021/jp201839sEvolution of surface and bulk structures of CexTi1-xO2 oxide composites
. Chin.J. Catal, 2013, 34: 2075-2083. DOI: 10.1016/S1872-2067(12)60667-6Stepwise growth of Pd clusters in USY zeolite at room temperature analyzed by QXAFS
. J. Phys. Chem. C, 2008, 112: 16740-16747. DOI: 10.1021/jp804381cA Novel process for the preparation of Cu/ZnO and Cu/ZnO/Al2O3 ultrafine catalyst: Structure, surface properties, and activity for methanol synthesis from CO2+H2
. Chen, J. Catal, 1997, 167: 92-105. DOI: 10.1006/jcat.1997.1554Methanol synthesis and reverse water-gas shift kinetics over Cu(110) model catalysts: Structural sensitivity
. J. Catal, 1996, 161: 776-782. DOI: 10.1006/jcat.1996.0240CO2 hydrogenation to methanol over Cu/ZnO/ZrO2 catalysts prepared by precipitation-reduction method
. Appl. Catal. B, 2016, 191: 8-17. DOI: 10.1016/j.apcatb.2016.03.014Surface properties of CuO/ZnO/Al2O3 catalyst for methanol synthesis in slurry reactor
. Chin. J. Catal, 2008, 29, 431-435. DOI: 10.3321/j.issn:0253-9837.2008.05.005Disorder effects on EXAFS modeling for catalysts working at elevated temperatures
. Radiation Physics and Chemistry, 2016, DOI: 10.1016/j.radphyschem.2016.01.039Effect of surface disorder on EXAFS modeling of metallic clusters
. Phys. Rev. B, 2010, 81: 760-762. DOI: 10.1103/PhysRevB.81.115451The effect of the reduction temperature on the structure of Cu/ZnO/SiO2 catalysts for methanol synthesis
. J. Catal, 2005, 229: 136-143. DOI: 10.1016/j.jcat.2004.10.012The online version of this article (doi:10.1007/s41365-016-0170-y) contains supplementary material, which is available to authorized users.