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Erschienen in: Journal of Materials Engineering and Performance 3/2015

Open Access 01.03.2015

Preparation and Characterization of Rutile-Type TiO2 Doped with Cu

verfasst von: B. Tryba, J. Orlikowski, R. J. Wróbel, J. Przepiórski, A. W. Morawski

Erschienen in: Journal of Materials Engineering and Performance | Ausgabe 3/2015

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Abstract

Visible-light active photocatalysts were prepared by doping Cu-TiO2 through the sol-gel method. The influence of the preparation conditions such as pH of sol-gel solution and calcination temperature on the properties of TiO2-Cu was investigated. The presence of Cu caused reduction of band-gap energy, which was more visible in the rutile-type TiO2. Low pH of sol-gel solution such as pH 1.5 favorized formation of rutile during calcination and caused slower growth of the crystallites with increasing temperature of calcination in comparison with sol-gel prepared at pH 3. XPS measurements showed that Cu was placed mostly on the surface of TiO2. For sample calcined at 600 °C, the surface concentration of copper was 1.1 wt.%. The presence of both, rutile phase and Cu, increased adsorption of phenol and facilitated its photocatalytic decomposition. Moreover, reduced band-gap energy in rutile-type TiO2-Cu photocatalyst enabled phenol decomposition under visible light.

Introduction

TiO2 has been widely studied in the literature due to its several good properties, such as low cost, nontoxicity, physical and chemical stability, and high photocatalytic activity (Ref 1, 2). Because of these excellent properties, TiO2 has become one of the most commonly used photocatalysts in the photodegradation of pollutants in both media, water and air (Ref 3-5). However, TiO2 has the wide band-gap energy that limits its application in the visible range (Ref 6-8). Therefore, many studies have been performed to extend the light absorption of TiO2 from UV to visible light, in order to extend its photocatalytic properties. For this purpose, doping of impurities or different surface modifications are commonly used (Ref 9-12). Particularly, metals and non-metals doping has been widely studied in TiO2 synthesis by sol-gel method (Ref 13-16). For example, copper as a metal dopant in TiO2 can form an additional band. According to Guo and Du (Ref 17), Cu doping to TiO2 can induce some doping states near the top of valance band, and thus, both enhance the visible absorption in the range of 400-1000 nm by Cu 3d-Ti 3d optical transition and extend the recombination pathway of e−/h+ pair. However, conditions of the sol-gel synthesis as well as heat treatment temperature play an important role in incorporation of Cu to the TiO2 lattice (Ref 18). These preparation conditions determine position of dopant in TiO2 structure and as a consequence conduct to the different activities of TiO2. Therefore, the copper dopant can influence on the formation of phase composition as well as crystallites of TiO2. Sahu et al. (Ref 19) reported that increasing the copper dopant concentration promotes an anatase to rutile phase transformation, decreased crystalline nature, and primary particle size.
On the other hand, another factors like sort of used Cu and TiO2 precursors, pH of sol-gel solution, and calcination temperature can be also considered as the crucial factors influencing on the properties of the final TiO2 photocatalyst. It has been proved that the properties of the final product depend on both, TiO2 and copper precursors, used for sol-gel synthesis (Ref 20-23). The TiO2 precursors like titanium isopropoxide (TIP), titanium tetrachloride (Ref 24-26), and copper precursors like CuSO4, CuCl2, and Cu(NO3)2 (Ref 27-29) can be successfully used for this purpose. Additionally, it was found that sol-gel synthesis carried out at pH about 3 resulted in the most photoactive final product (Ref 30, 31). However, at the stronger acid conditions, the reverse effect of the photocatalytic activity of TiO2 was observed. It is commonly known that calcination temperature also influences on the material properties of the final product. Generally, promotion of rutile phase as well as growth in crystallites size with increasing temperature of calcination was observed. In our previous study (Ref 32), it has been shown that rutile phase with relatively small crystallites (ca. 20-60 nm) can be successfully used for mineralization of phenol in water under visible light. Therefore, in the following studies, preparation of rutile-type TiO2 by sol-gel method was performed with focusing on obtaining of relatively small size crystallites. This is possible by selecting the proper conditions of preparation such as pH, the composition of ingredients, and also calcination temperature and heating rate. Rutile is basically less active than anatase under UV light irradiation, which can be active under visible light, but important is to increase the mobility of induced holes to the photocatalyst surface. This mobility could be improved when the size of rutile crystallies would be reduced and when charge recombination would be retarded. Within the proposed sol-gel method and following calcination some TiO2/Cu samples were prepared with relatively small crystallites size of rutile. It was proved that addition of Cu prevents against rapid growing of rutile crystals during calcination. Cu can be also electron acceptor and therefore can retard recombination of free carriers after light excitation. Modification of TiO2 by Cu can additionally reduce the energy of band gap, facilitating activity of this photocatalyst under visible light. The band-gap reduction after modification of TiO2 with cooper can higher when rutile phase of TiO2 is present.
In this paper, the sol-gel preparation of TiO2 doped with Cu is presented. The preparation procedure consists of two steps: sol-gel synthesis followed by the thermal treatment. Cu(NO3)2·3H2O was used as a copper precursor. Two sol-gel solutions at different pH conditions were prepared (pH 3 and 1.5). Such obtained amorphous TiO2 was submitted to thermal treatment at different temperatures, from 400 to 600 °C for 1 h.

Experimental

Materials

TIP (TTiP, 97.0% purity) purchased from Sigma-Aldrich Chemie GmbH (Germany) was used as TiO2 precursor. For doping TiO2 with copper, copper(II) trioxonitrate(V) (99.9% purity) purchased from Poch S.A. (Poland) was added to the sol-gel solution. Nitric acid received from Chempur (Poland) was used for controlling of pH. Phenol of analytical grade purchased from Reactivul Bucaresti (Romania) was used as a model organic pollutant. All the intermediate reagents were used as received, without any extra purification. P-25 titanium dioxide (Evonik, Germany) was used as a commercial reference material.

Catalysts Preparation

Sol-Gel Synthesis

The sol-gel process was carried out at ambient conditions. Two sol-gel solutions were prepared which differed pH. In the first step, 0.033 g of copper(II) trioxonitrate(V) was diluted in 500 mL of ultra-pure water under magnetic stirring (300 rpm). Next 29.7 mL of TIP was diluted with equivalent volume of 2-propanol and 0.1 mL of nitric acid. The obtained transparent solution was slowly dropping into copper(II) trioxonitrate(V) solution. During dropping (ca. 20 min.), mixture was magnetically stirred in air. After dropping, the obtained solution (solution I) was mixed for 2 days, and the white colloidal suspension was obtained with pH equaled about 3. The second sol-gel solution (solution II) was obtained in the same way as solution I but with higher amount of nitric acid used. By this way, transparent solution was obtained, and the measured pH of this sol was about 1.5.
In the second step, the obtained solutions were submitted to the aging process for 4 days in ambient conditions. The aging process was carried out in a dark without any mixing. After that, the solutions were subjected to the heat treatment. For comparison, TiO2 without addition of any copper salt was also prepared according to these two procedures mentioned above.

Heat Treatment Process

Obtained sol-gel solutions were submitted to evaporation in a vacuum evaporator and then were dried in a drier at 70 °C overnight and subsequently followed calcination at different temperatures, from 400 to 650 °C. The samples were kept at the final temperature for 1 h.
The color of the prepared samples was from white-green to slightly grayish. The samples are identified on the basis of the sol-gel solution type (I and II) and calcination temperature using the following scheme as an example: I-400-TiO2/Cu denotes sol-gel solution I and calcination temperature of 400 °C, II-550-TiO2/Cu denotes sol-gel solution II and calcination temperature of 550 °C, and so on. Similarly, the nomenclature of the samples obtained without copper precursor is as follows: I-400-TiO2, II-550-TiO2, and so on.

Characteristics of the Prepared Photocatalysts

Several methods, including x-ray diffraction (XRD) analysis and UV-Vis/DR spectroscopy, were used to characterize obtained photocatalysts. The XRD patterns were measured with X’Pert PRO diffractometer (Philips), using Cu Kα lamp (λ = 1.54439 Å, 35 kV, 30 mA). in Bragg-Brentano configuration. The Cu Kα radiation (K α1 = 0.154056 nm; K α2 = 0.154439 nm; 35 kV 30 mA) was applied. K β was removed with the filter while K α2 with the numerical procedure of Rachinger’s method. The Philips HighScore plus software (Pdf4+ database) was used for phase identification. XRD patterns were measured to determine the average sizes of titania crystallites and to estimate relative phase compositions, i.e., shares of anatase, rutile, and brookite in the prepared photocatalysts. Both, average crystallites size and relative content, were evaluated based on (101), (110), and (211) reflexes for anatase, rutile, and brookite, respectively. The Scherrer formula expressed in Eq 11 was applied (Ref 33):
$$d = \frac{K {\cdot} \uplambda }{(B - b) {\cdot} \cos \uptheta },$$
(1)
where d—the average crystallite size; K—shape factor; λ—x-ray wavelength; B—line width (FWHM) originating both from crystallite sizes and instrumental broadening; b—line width originating solely from instrumental broadening; θ—reflex position.
The shape factor 0.94 was assumed, and the broadening of the reflex is originating solely from instrumental broadening and the size of the crystallites. The instrumental broadening was estimated by the measurement of silicon reference sample for several reflexes and interpolation for anatase (101), rutile (110), and brookite (211) positions.
The percentage content of each phase in the obtained titania powders was calculated using following equation:
$$X_{\text{R}} = \frac{{0.41 {\cdot} I_{\text{R}} }}{{0.41 {\cdot} I_{\text{R}} + 0.31 {\cdot} I_{\text{A}} + I_{\text{B}} }}$$
(2)
where X R—weight fraction of rutile; I R, I A, and I B—integral intensities of rutile (110), anatase (101), and brookite (211) peaks.
The formula was obtained by utilization of reference intensity ratio (RIR) factors from PDF-4+ database. The cards of reference codes 01-088-1172, 01-071-1168, and 01-076-1937 were used for rutile, anatase, and brookite, respectively. If there is no brookite in titania powder, then obtained formula is similar to that one given by Inagaki et al. (Ref 34). However, there is a negligible difference of factors (0.75 versus 0.79).
Quantitative fraction of copper in the photocatalysts was determined by atomic emission spectroscopy with inductively coupled plasma ICP-OES (spectrometer Optima 5300 DV, Perkin Elmer).
Concentration of copper on TiO2 surface and its binding energy were measured by XPS method. The x-ray photoelectron spectra (XPS) were obtained in a multipurpose three-chamber ultrahigh vacuum (UHV) surface analysis system (Prevac) operating at base pressures 10-11 mbar range. The sample prior measurement was degassed in vacuum dryer at 100 °C for 24 h. Next the sample was placed as a powder to sample holder. Horizontal transfer of the sample holder during whole procedure enables measurement of powders without special mounting; thus, it eliminates the possibility of appearance of the signals originating from the other than sample sources. The spectra were obtained using Al Kα (h = 1486.6 eV) radiation with use of Scienta SES 2002 spectrometer operating at constant transmission energy (E p = 50 eV). The substantial charging of the powder was observed. Therefore, correction of binding energy was performed based on titania Ti 2p3/2 signal (458.46 eV (Ref 35)).
UV-Vis/DR spectra were recorded using UV-Vis diffuse reflectance spectrophotometer (Jasco V-650, Japan), equipped with an integrating sphere. The band-gap energies were evaluated from the diffuse reflectance data, by plotting of the Kubelka-Munk function, (F(R)hυ)1/2 versus hυ, where R—reflectance, h—Planck constant, υ—frequency, and F(R) = (1 − R)2/2R (Ref 36-39).
The photocatalytic activity of the prepared samples was investigated for phenol decomposition under visible-light irradiation. The commercial TiO2 P-25 of Evonik company was used as a reference sample. At first, 500 mL of phenol aqueous solution (20 ppm) and 0.1 g of a photocatalyst were loaded into a glass beaker and were agitated with a magnetic stirrer (300 rpm) for 30 min in a dark in order to establish an adsorption/desorption equilibrium. Afterward, the mixtures were irradiated using OSRAM light bulb (60 W) for 24 h. The measured intensity of the reflux light was around 223.5 W/m2 in the Vis region and 0.18 W/m2 in UV.
After every 24 h of irradiation, 10 mL of each suspension was filtrated through the 0.45 µm membrane filter and taken for analyses of total organic carbon (TOC) in multi N/C 3100 analyzer (Analitic Jena Germany).

Results and Discussion

Phase Composition of Photocatalysts and BET Surface Area

XRD patterns collected for all the prepared materials as well as for the commercial P-25 are shown in Fig. 1.
The XRD patterns of the samples synthesized at higher pH (around 3) and calcined at 400 °C (Fig. 1a, I-400-TiO2/Cu) reveal two coexisted phases of TiO2, anatase, and brookite, whereas in the case of samples calcined at the same temperature but hydrolyzed at lower pH (around 1.5) (Fig. 1b, II-400-TiO2/Cu) additionally rutile phase of TiO2 appeared. Increase of the calcination temperature to 600 °C led to the increasing in the intensity of anatase peaks (at 2θ = 25.3°, 37.7°, and 47.9°) in the samples from Series I but decreasing in case of those from Series II. Transformation of anatase to rutile occurred in the samples from series I at 550 °C simultaneously with increasing intensity of anatase peaks, whereas in case of sample from Series II calcined at 550 °C, rutile phase of TiO2 was dominant. In general, samples calcined from Series II revealed transformation to rutile at lower temperature than in case of Series I and faster disappearance of brookite. Finally, the calcination at 650 °C of sample from Series I (I-650-TiO2/Cu) resulted in phase mixture of anatase and rutile, while in the case of sample from Series II (II-650-TiO2/Cu), the rutile phase existed only. However, XRD analysis did not indicate the presence of any copper phases. Probably the amount of Cu in the prepared TiO2-samples was out of the detection limit. Similar behavior of phase changing during calcination temperature was observed for both series (I and II) of TiO2 samples prepared without addition of Cu salt. XRD patterns for TiO2 samples itself are not shown here; however, the changes of phase composition of TiO2 and TiO2-Cu with increasing temperature of calcination are shown in Fig. 2.
From these results, it can be assumed that low pH of sol-gel solution such as pH 1.5 promotes formation of rutile phase of TiO2. These observations are in a good agreement with those reported by the other authors (Ref 40, 41). This mechanism may be explained by using the concept of partial charge model (Ref 42, 43). According to this model, hydrolysis of the titanium cation occurs at low-acidic pH. First, the stable species of [Ti(OH)(OH2)5]3+ are formed in the hydrolysis process under strong acid conditions. However, due to the positive charge of hydroxo group, these species are not able to condense. Moreover, when acidity is not sufficiently low to stabilize these precursors, deprotonation takes place, forming new species of [Ti(OH)2(OH2)4]2+, which also does not condense. Probably the reason of this fact is spontaneous intramolecular oxolation to [TiO(OH2)5]2+. However, condensation to both anatase and rutile starts when the solution activity is sufficiently high to allow further deprotonation to [TiO(OH)(OH2)4]+, which can undergo intramolecular deoxolation to [Ti(OH)3(OH2)3]+, depending on the exact pH. In the lower pH region, deoxolation does not occur, and oxolation leads to linear growth along the equatorial plane of the cations. This reaction leads to rutile formation, due to oxolation between the resulting linear chains. On the other hand, at higher pH values, when deoxolation takes place, condensation can proceed along apical directions and leads to the skewed chains of the anatase structure. Therefore, based on this study, it is suppose that the determination of resulting crystal phases is affected by pH of sol-gel synthesis and then calcination temperature. With increasing temperature of calcination, the intensity of rutile peaks increases, while the intensity of both anatase and brookite decreases. Calcination at ever higher temperature favors the sintering of anatase crystallites and promotes rutile transformation (Ref 44). Moreover, the disappearance of the peaks assigned to the brookite with an increase of calcination temperature can indicate that brookite also undergoes transformation to the rutile phase, which was reported by the others authors (Ref 45). Therefore, formation of crystalline phase of TiO2 can be controlled by both, the pH of sol-gel synthesis and temperature of calcination. For the sample prepared at the presence of a copper salt at pH solution = 1.5, rutile phase was formed more preferentially during calcination than for TiO2 solution used only. At 500 °C, sample I-500-TiO2/Cu consisted from almost 80% of rutile, whereas I-500-TiO2 exhibited rutile in the amount of around 20%. However, at pH solution = 3.0 was opposite, Cu retarded phase transformation of anatase onto rutile.
The changes of crystallites size with increasing temperature of calcination are shown in Fig. 3. The interconnecting lines between points depict the trend growth of TiO2 crystallites.
The TiO2/Cu samples calcined at 400 °C showed crystallites size of anatase around 9.1-9.7 nm. Anatase was growing up with increasing the calcination temperature; however, in case of TiO2/Cu samples from series II, this growth was partly inhibited due to the fast transformation of anatase to rutile. Therefore, sample I-650-TiO2/Cu showed average crystallite size of anatase of around 70 nm whereas sample II-650-TiO2/Cu around 29 nm. Crystallites of rutile appeared in sample II-400-TiO2/Cu with average size of 20 nm and share of 27%. The share of rutile phase and its crystallites size were gradually increasing with increase of calcination temperature in both series of samples; however, in case of samples from series I (TiO2/Cu and TiO2), rutile appeared quantitatively at 600 and 550 °C, respectively, and then its crystallites ambiguously increased reaching around 172 and 160 nm at 650 °C. In case of TiO2/Cu samples prepared from solution II, the crystallites of rutile were increasing slower, and their average size at 650 °C was 61 nm. The similar results were obtained by the other authors (Ref 46-49).
The amount of copper incorporated into TiO2 was verified by ICP-OES measurements. Mass fraction (%) of copper in the selected catalysts of both series is as follows: 0.064, 0.067, and 0.076 for I-400-TiO2/Cu, I-600-TiO2/Cu, I-650-TiO2/Cu and 0.079, 0.081, 0.085, and 0.077 for II-400-TiO2/Cu, II-550-TiO2/Cu, II-600-TiO2/Cu, and II-650-TiO2/Cu, respectively.
Performed quantitative analyses showed that the amount of copper in the prepared samples was very small, below 1 wt.%. However, the samples synthesized at lower pH (1.5) exhibited somewhat higher amount of copper in comparison to those synthesized at pH 3. Incorporation of Cu in TiO2 is probably connected with the presence of rutile phase. It is already known that anatase as well as brookite are metastable phases which can be transformed to rutile during heat treatment process. This stable rutile phase has more developed surface defect sites in comparison to the anatase or brookite ones, and therefore, it can successfully attract different dopants, for example, copper.
Insignificantly higher content of Cu in the samples heated at higher temperature in comparison with those calcined at lower one was connected with decreasing the content of organic compounds during burning. Thus, the total mass of sample was reduced, and then the share of copper was higher.
BET surface area was measured for some of TiO2/Cu samples. For the sample I-400-TiO2/Cu, BET surface area was 130.3 m2/g, whereas for II-400-TiO2/Cu, BET surface area was much lower, only 68.8 m2/g. It is connected with the crystallites size: the former one consisted with the average crystallites size for all the phases below 20 nm, whereas the latter one had already rutile crystallites, over 20 wt.% with an average size around 20 nm. During calcination process, the crystallites were growing up, and as a consequence, BET surface area was reduced; for I-500-TiO2/Cu sample, it was estimated to be 16.8 m2/g and for II-500-TiO2/Cu—12.9 m2/g, whereas for these samples heated at 550 °C, it was even lower, 9.8 and 9.9 m2/g for I-550-TiO2/Cu and II-550-TiO2/Cu, respectively.

XPS Measurements

In Fig. 4, the XPS spectra are presented for sample I-600-TiO2/Cu. The surface concentration of copper is 0.4 or 1.1 wt.%. It is more than determined by ICP method and indicates that copper is located over surface of titania. The poor signal to noise ratio in case of Cu 2p spectrum is a result of very low concentration of Cu in the sample. The position of Cu 2p3/2 signal is 932.4 eV. This can be attributed to either Cu1+ (932.18 eV, Ref 1), or Cu0 state (932.63 eV, Ref 35; 932.7 eV, Ref 50). The Cu2+ (933.76 eV, Ref 35) can be excluded because of lack of shake-up signals’ characteristic for CuO or Cu(OH)2 compounds. Signal O 1s was at 530.0 eV what is in excellent agreement with the literature data (Ref 35).

UV-Vis/DR Spectroscopy

The UV-Vis/DR spectra measured for obtained and P-25 reference sample together with band-gap energies calculated using the Kubelka-Munk reemission function are shown in Fig. 5.
Based on the UV-Vis/DR spectra of the samples of both series, listed in Fig. 5, the changes in the adsorption spectra with increase of calcination temperature can be noticed. It is found that with increasing calcination temperature, the adsorption in the visible region increased. Additionally, the red shifting of the adsorption edge took place resulting in the decrease in the value of the band-gap energy. The most dynamic changes in the adsorption edge as well as in reducing the energy of the band gap were observed between TiO2/Cu samples of series I calcined at 500 and 550 °C, whereas in case of TiO2/Cu samples of series II, the same changes were observed between samples calcined at 450 and 500 °C. For TiO2 samples, reduction of the band-gap energy with increasing calcination temperature was also observed but to lower value than it was observed for TiO2/Cu series. According to the literature (Ref 51-53), the shifting of the adsorption edge as well as the decreasing value of band-gap energy can be related to the changes in the phase composition of TiO2. Rutile phase has lower energy of the band-gap than anatase and brookite; therefore, at the presence of rutile, the red shifting of the adsorption edge was higher. Additionally, doping Cu to TiO2 causes shifting of the absorption edge to the higher values (Ref 54, 55). All the prepared samples revealed two advantages in comparison to P-25: higher adsorption in the visible region and the red shifting of the absorption edge.

Photodegradation of Phenol

Adsorption of phenol after an establishing adsorption-desorption equilibrium and photocatalytic mineralization of phenol after 24 h of visible-light irradiation on prepared samples and P-25 are presented in Fig. 6.
The adsorption ability of TiO2 photocatalysts toward phenol is increasing with increasing calcination temperature, and it is higher for samples consisted with rutile and Cu. Thus, the TiO2/Cu samples of series II calcined at 600 and 650 °C had the highest adsorption capacity among the other samples. It can be deduced that at the absence of Cu, higher adsorption of phenol occurs on the rutile phase. In the literature, it can be found that P-25 adsorbs phenol in the quantity of 53 µmol/g (Ref 56); however, in these studies, the adsorption of phenol on P-25 was not noticed. It can be caused by the shorter time of adsorption process carried out in these measurements than in the other ones, before reaching adsorption maximum. On the TiO2 samples prepared by sol-gel method, the quantitative adsorption occurred within 1 h, and the same time was kept for all the measured samples. Maybe for P-25, this time was not enough to reach adsorption-desorption equilibrium. Mineralization of phenol was somewhat higher on the TiO2/Cu samples than TiO2, calcined at higher temperature, such as 600 and 650 °C (II-600-TiO2/Cu and I-650-TiO2/Cu). These samples exhibited low energy of the band gap, E g = 2.83 and 2.85 eV, respectively. These low values of E g were caused by both, the presence of rutile and incorporation of Cu. The presence of Cu on TiO2 surface is beneficial because it increases adsorption abilities toward phenol, can retard recombination by the possible electron scavenging, and also reduces band-gap energy of rutile enabling visible-light activation. Preparation of TiO2/Cu at low pH such as 1.5 causes formation of rutile at early stages, and then its calcination at 600 °C is effective for making photocatalyst active under visible light.

Conclusions

Low pH of sol-gel solution (1.5) favors formation of rutile during calcination and causes faster transformation of brookite to rutile within increasing of heat treatment temperature. This effect is enhanced at the presence of copper salt. At this low pH of sol-gel the particles of TiO2/Cu are more stabilized than at higher pH and sol-gel without Cu because with increasing calcination temperature, there is observed the gradual growth of rutile and anatase, whereas at pH = 3, above 500 °C, these crystallites start to grow rapidly.
Doping Cu to TiO2 caused shifting the absorption edge to the visible region and significant reduction of band-gap energy. This effect was more noticeable at higher temperature of calcination, in case of solution I (pH = 3) ≥550 °C, at lower pH of sol-gel solution (pH = 1.5), when temperature was ≥500 °C.
Photocatalytic degradation of phenol was more effective on rutile-type TiO2 doped with Cu, which revealed low energy of band gap (2.83-2.85 eV) and relatively high adsorption of phenol in comparison to other samples. Preferential location of Cu on TiO2 surface-enhanced photocatalytic activity of rutile under visible light.
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Metadaten
Titel
Preparation and Characterization of Rutile-Type TiO2 Doped with Cu
verfasst von
B. Tryba
J. Orlikowski
R. J. Wróbel
J. Przepiórski
A. W. Morawski
Publikationsdatum
01.03.2015
Verlag
Springer US
Erschienen in
Journal of Materials Engineering and Performance / Ausgabe 3/2015
Print ISSN: 1059-9495
Elektronische ISSN: 1544-1024
DOI
https://doi.org/10.1007/s11665-015-1405-5

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