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Sensors and Actuators B 133 (2008) 638–643<br />
Contents lists available at ScienceDirect<br />
Sensors and Actuators B: Chemical<br />
journal homepage: www.elsevier.com/locate/snb<br />
<strong>Properties</strong> <strong>of</strong> <strong>humidity</strong> <strong>sensing</strong> <strong>ZnO</strong> <strong>nanorods</strong>-<strong>base</strong> <strong>sensor</strong> fabricated by<br />
screen-printing<br />
Qi Qi a , Tong Zhang a,b,∗ , Qingjiang Yu c , Rui Wang a , Yi Zeng a ,LiLiu a , Haibin Yang c<br />
a State Key Laboratory on Integrated Optoelectronics, College <strong>of</strong> Electronic Science and Engineering, Jilin University, Changchun 130012, PR China<br />
b Key Laboratory <strong>of</strong> Low Dimensional Materials & Application Technology, Ministry <strong>of</strong> Education, Xiangtan 411105, PR China<br />
c National Laboratory <strong>of</strong> Superhard Materials, Jilin University, Changchun 130012, PR China<br />
article<br />
info<br />
abstract<br />
Article history:<br />
Received 29 December 2007<br />
Received in revised form 25 March 2008<br />
Accepted 31 March 2008<br />
Available online 8 April 2008<br />
Keywords:<br />
Humidity sensitivity<br />
Flower-like <strong>ZnO</strong> <strong>nanorods</strong><br />
Complex impedance plots<br />
Sensor<br />
The <strong>humidity</strong> sensitive characteristics <strong>of</strong> a <strong>sensor</strong> fabricated from flower-like <strong>ZnO</strong> <strong>nanorods</strong> by screenprinting<br />
on a ceramic substrate with Ag–Pd interdigital electrodes have been investigated. The <strong>sensor</strong><br />
shows high <strong>humidity</strong> sensitivity, rapid response and recovery, small hysteresis, and good stability. It is<br />
found that the impedance <strong>of</strong> the <strong>sensor</strong> decreases by about five orders <strong>of</strong> magnitude with increasing<br />
relative <strong>humidity</strong> (RH) from 11 to 95%. The response and recovery time <strong>of</strong> the <strong>sensor</strong> is about 5 and<br />
10 s, respectively. These results indicate that the flower-like <strong>ZnO</strong> <strong>nanorods</strong> can be used in fabricating<br />
high-performance <strong>humidity</strong> <strong>sensor</strong>s.<br />
© 2008 Elsevier B.V. All rights reserved.<br />
1. Introduction<br />
Fabrication <strong>of</strong> sensitive chemical <strong>sensor</strong>s has gained special<br />
focus driven by their diverse applications in air-quality detection,<br />
inflammable-gas inspection, environmental monitoring, healthcare,<br />
defense and security, and so on [1–5]. Recently, inspired<br />
by the advantages <strong>of</strong> high surface-to-volume ratios, fabrication<br />
<strong>of</strong> nanomaterial electronic devices and exploration <strong>of</strong> their properties<br />
are <strong>of</strong> current interest [6–18]. Hitherto, different types <strong>of</strong><br />
<strong>sensor</strong>s <strong>base</strong>d on three-dimensional (3D), two-dimensional (2D),<br />
one-dimensional (1D), and zero-dimensional (0D) architectures<br />
have been successfully obtained [10–18]. Among those nanostructures,<br />
1D <strong>sensor</strong>s, <strong>base</strong>d on ceramic structures (SnO 2 [19],TiO 2 [20],<br />
<strong>ZnO</strong> [14–18],In 2 O 3 [21], and WO 3 [22]), have attracted much focus<br />
owing to their high surface area and low dimensionality, which<br />
could facilitate fast mass transfer <strong>of</strong> the analyte molecules to and<br />
from the interaction region as well as require charge carriers to<br />
transverse the barriers introduced by molecular recognition along<br />
the 1D nanostructures [23]. Although many successes have been<br />
obtained, most <strong>of</strong> those papers focus on the gas <strong>sensor</strong>s (e.g. CO,<br />
O 2 , and C 2 H 5 OH) [10–18], and few papers on <strong>humidity</strong> <strong>sensor</strong>s have<br />
∗ Corresponding author at: State Key Laboratory on Integrated Optoelectronics,<br />
College <strong>of</strong> Electronic Science and Engineering, Jilin University, Changchun 130012,<br />
PR China. Tel.: +86 431 85168385; fax: +86 431 85168270.<br />
E-mail address: zhangtong@jlu.edu.cn (T. Zhang).<br />
been explored. Additionally, the fabrication <strong>of</strong> sensitive and stable<br />
<strong>humidity</strong> <strong>sensor</strong>s with rapid response and recovery is still in great<br />
demand.<br />
In this paper, we report a highly sensitive <strong>humidity</strong> <strong>sensor</strong> with<br />
rapid response and recovery, which is <strong>base</strong>d on the flower-like <strong>ZnO</strong><br />
<strong>nanorods</strong>. <strong>ZnO</strong> has been chosen in our experiment for its versatile<br />
properties in optoelectronic devices, <strong>sensor</strong>s, lasers, transducers,<br />
and photovoltaic devices [24,25]. Additionally, <strong>ZnO</strong> nanostructures<br />
are believed to be nontoxic, bio-safe, and possibly biocompatible,<br />
and have been used in many applications in our daily life. We<br />
believe that our method not only provides a new avenue for fabricating<br />
highly effective <strong>humidity</strong> <strong>sensor</strong>s, but also <strong>of</strong>fers a powerful<br />
platform to understand and design desirable <strong>humidity</strong> <strong>sensor</strong>s.<br />
2. Experimental<br />
2.1. Preparation and characterization <strong>of</strong> materials<br />
Flower-like <strong>ZnO</strong> <strong>nanorods</strong> were synthesized by a simple wet<br />
chemical method [26]. All chemicals (analytical grade reagents)<br />
were purchased from Beijing Chemicals Co. Ltd. and used as<br />
received without further purification. Deionized water with a resistivity<br />
<strong>of</strong> 18.0 M cm −1 was used in all experiments. In a typical<br />
synthesis process, 100 mL <strong>of</strong> an aqueous solution <strong>of</strong> zinc nitrate and<br />
100 mL <strong>of</strong> a hexamethylenetetramine (HMT) aqueous solution <strong>of</strong><br />
equal concentration (0.05 M) were mixed together and kept under<br />
mild magnetic stirring for 5 min. Then the solution was transferred<br />
0925-4005/$ – see front matter © 2008 Elsevier B.V. All rights reserved.<br />
doi:10.1016/j.snb.2008.03.035
Q. Qi et al. / Sensors and Actuators B 133 (2008) 638–643 639<br />
Fig. 1. (a) Scheme <strong>of</strong> the <strong>sensor</strong> structure and (b) top-view optical micrograph <strong>of</strong> the <strong>sensor</strong>.<br />
into a 500-mL flask and heated at 90 ◦ C for 3 h with refluxing. Subsequently,<br />
the resulting white products were centrifuged, washed<br />
with deionized water and ethanol and dried at 60 ◦ C in air for further<br />
characterization.<br />
X-ray diffraction (XRD) analysis was conducted on a<br />
Rigaku D/max-2500 X-ray diffractometer with Cu K radiation<br />
( = 1.5418 Å). Field-emission scanning electron microscopy<br />
(FE-SEM) images were performed on a JEOL JEM-6700F microscope<br />
operating at 3 and 5 kV. Transmission electron microscope (TEM)<br />
images and selected area electron diffraction (SAED) patterns were<br />
obtained on a JEOL JEM-2000EX microscope with an accelerating<br />
voltage <strong>of</strong> 200 kV. Raman-scattering spectrum was measured by an<br />
HR-800 LabRam confocal Raman microscope with a backscattering<br />
configuration made by JY company in France, excited by the<br />
514.5 nm line <strong>of</strong> an argon-ion laser at room temperature (25 ◦ C).<br />
2.2. Fabrication and measurement <strong>of</strong> <strong>sensor</strong>s<br />
The flower-like <strong>ZnO</strong> <strong>nanorods</strong> powders were ground and mixed<br />
with deionized water in a weight ratio <strong>of</strong> 100:25 to form a paste. The<br />
paste was screen-printed on a ceramic substrate (6 mm × 3 mm,<br />
0.5-mm thick) with five pairs <strong>of</strong> Ag–Pd interdigital electrodes (electrodes<br />
width and distance: 0.15 mm) to form a film with a thickness<br />
<strong>of</strong> about 10 m, and then the film was dried in air at 60 ◦ Cfor<br />
5 h. In order to improve the <strong>sensor</strong> antipollution, we made a 0.1 g<br />
<strong>of</strong> an ethyl cellulose solution in ethyl ester acetate (4 mL), which<br />
was coated on the surface <strong>of</strong> the sensitive film as a protective<br />
layer [27]. Finally, the <strong>humidity</strong> <strong>sensor</strong> was obtained after aging<br />
at 95% relative <strong>humidity</strong> (RH) with a voltage <strong>of</strong> 1 V, 100 Hz for<br />
24 h. Fig. 1 shows the structure and optical micrograph <strong>of</strong> the<br />
<strong>sensor</strong>.<br />
The characteristic curves <strong>of</strong> <strong>humidity</strong> sensitivity were measured<br />
on a ZL-5 model LCR analyzer (Shanghai, China). The voltage applied<br />
in our studies was ac 1 V, and the frequency varied from 40 Hz to<br />
100 kHz. The <strong>sensor</strong> was successively put into several chambers<br />
with different RH levels at a temperature <strong>of</strong> 25 ◦ C. The RH range <strong>of</strong><br />
11–95% was obtained using saturated salt solutions as the <strong>humidity</strong><br />
generation sources [27]. The six different saturated salt solutions<br />
were LiCl, MgCl 2 , Mg(NO 3 ) 2 , NaCl, KCl, and KNO 3 , and their corresponding<br />
RH values were 11, 33, 54, 75, 85, and 95% RH, respectively.<br />
The structure <strong>of</strong> the flower-like <strong>ZnO</strong> <strong>nanorods</strong> has been characterized<br />
by XRD as shown in Fig. 2. All the diffraction peaks can<br />
be indexed as hexagonal <strong>ZnO</strong> with lattice constants a = 3.249 Å and<br />
c = 5.206 Å, which are consistent with the values in the standard<br />
card (JCPDS 36-1451). No diffraction peaks from any other impurities<br />
are detected.<br />
Fig. 3(a) and (b) shows the FE-SEM images <strong>of</strong> the as-prepared<br />
products at different magnifications. Fig. 3(a) shows the lowresolution<br />
image <strong>of</strong> the sample, indicating the flower structure<br />
composed <strong>of</strong> closely packed <strong>nanorods</strong> with lengths <strong>of</strong> 1.5–3 m and<br />
diameters <strong>of</strong> 200–400 nm. The high-resolution image in Fig. 3(b)<br />
clearly reveals that the obtained <strong>ZnO</strong> exhibits well-defined flowerlike<br />
morphology and each <strong>of</strong> the rods has one end outside and<br />
another end binds to other rods. Further morphology characterization<br />
<strong>of</strong> the <strong>ZnO</strong> sample was performed on a transmission electron<br />
microscope (TEM) as shown in Fig. 3(c), which agrees with the<br />
FE-SEM results. To further determine the accurate structure <strong>of</strong> the<br />
product, the TEM–selected area electron diffraction pattern <strong>of</strong> the<br />
product was recorded as shown in Fig. 3(d). From the SAED, all<br />
the detectable dots are perfectly indexed to the same position as<br />
those from hexagonal wurtzite <strong>ZnO</strong> structure, which grows along<br />
the[0001]direction [28].<br />
Raman spectroscopy is also carried out to study the vibrational<br />
properties <strong>of</strong> the flower-like <strong>ZnO</strong> <strong>nanorods</strong>. Fig. 4 shows the roomtemperature<br />
Raman spectrum <strong>of</strong> the <strong>ZnO</strong> <strong>nanorods</strong>. All observed<br />
spectral peaks can be assigned to a wurtzite <strong>ZnO</strong> structure according<br />
to the literature values [29]. The peak at 437 cm −1 is attributed<br />
to the <strong>ZnO</strong> nonpolar optical phonon E 2 (high) mode. The peak at<br />
409 cm −1 corresponds to the E 1 (TO) mode, but it is not obvious.<br />
As the characteristic peak <strong>of</strong> hexagonal wurtzite <strong>ZnO</strong>, the E 2 (high)<br />
at 437 cm −1 is very intense and has a full width at half-maximum<br />
<strong>of</strong> 12 cm −1 . The asymmetrical and line-broadening characteristics<br />
mask E 1 (TO) on the left-hand side <strong>of</strong> E 2 (high). The peak at 579 cm −1<br />
is attributed to the E 1 (LO) mode, which is caused by the defects such<br />
as oxygen vacancy, zinc interstitial, or their complexes [30]. In addition,<br />
the peak at 378 cm −1 corresponds to the A 1 (TO) mode. Besides<br />
these “classical” Raman modes, the Raman spectrum also shows<br />
other modes with frequencies <strong>of</strong> 333, 541, 661, and 1147 cm −1 . These<br />
3. Results and discussion<br />
Fig. 2. XRD pattern <strong>of</strong> the flower-like <strong>ZnO</strong> <strong>nanorods</strong>.
640 Q. Qi et al. / Sensors and Actuators B 133 (2008) 638–643<br />
Fig. 3. (a) Low-resolution FE-SEM image, (b) high-resolution FE-SEM image, (c) TEM image <strong>of</strong> flower-like <strong>ZnO</strong> <strong>nanorods</strong>, and (d) SAED pattern <strong>of</strong> a single nanorod.<br />
additional peaks cannot be explained within the framework <strong>of</strong> the<br />
bulk phonon modes, which are attributed to multiphonon scattering<br />
processes [29].<br />
The dependence <strong>of</strong> the impedance on RH is measured for the<br />
flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong> as shown in Fig. 5. From the curve,<br />
it can be clearly seen that the impedance <strong>of</strong> the film decreases<br />
remarkably with increasing the frequency at low RH, and the<br />
impedance difference between adjacent two working frequencies<br />
becomes progressively smaller with increasing RH. The reason<br />
can be explained to be that at higher frequencies, the adsorbed<br />
water cannot be polarized and the dielectric phenomenon does<br />
not appear [31]. In order to gain high RH sensitivity and good linearity<br />
over the entire RH range, low working frequency should be<br />
applied. At a frequency <strong>of</strong> 100 Hz, the impedance change is found<br />
to be about five orders <strong>of</strong> magnitude, which is more than those <strong>of</strong><br />
many <strong>humidity</strong> <strong>sensor</strong>s reported in the literature.<br />
It is well known that response and recovery behavior is an<br />
important characteristic for evaluating the performance <strong>of</strong> <strong>humidity</strong><br />
<strong>sensor</strong>s. Fig. 6 shows response and recovery characteristic<br />
(corresponding to water molecules adsorption and desorption process)<br />
curves for one cycle <strong>base</strong>d on the <strong>ZnO</strong> <strong>sensor</strong>. The response<br />
time (as the <strong>humidity</strong> changes from 11 to 95% RH) is about 5 s and<br />
the recovery time (as the <strong>humidity</strong> changes from 95 to 11% RH) is<br />
about 10 s for our sample, which is super-rapid than all the results<br />
reported before (it is important to note that the time taken by a<br />
<strong>sensor</strong> to achieve 90% <strong>of</strong> the total impedance change is defined as<br />
the response time in the case <strong>of</strong> adsorption or the recovery time in<br />
the case <strong>of</strong> desorption).<br />
Fig. 4. Room-temperature Raman spectrum <strong>of</strong> the flower-like <strong>ZnO</strong> <strong>nanorods</strong>.<br />
Fig. 5. Impedance vs. RH <strong>of</strong> flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong>.
Q. Qi et al. / Sensors and Actuators B 133 (2008) 638–643 641<br />
Fig. 6. Response <strong>of</strong> the flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong> measured at 100 Hz.<br />
Fig. 7 shows the properties <strong>of</strong> capacitance versus frequency at<br />
different RH. It can be seen that the change <strong>of</strong> capacitance is inconspicuous<br />
at high frequency (10 and 100 kHz), and the large change<br />
<strong>of</strong> capacitance can be obtained at lower frequency (40 and 100 Hz).<br />
This is because the electrical field direction changes slowly at low<br />
frequency and there obviously appears the space–charge polarization<br />
<strong>of</strong> adsorbed water. The higher the RH is and the more the water<br />
molecules are adsorbed, the stronger the polarization is, and then<br />
the larger the dielectric constant is. When the frequency is high, the<br />
electrical field direction changes fast, the polarization <strong>of</strong> the water<br />
cannot catch up with it, and hence the dielectric constant is small<br />
and independent <strong>of</strong> RH [31,32].<br />
Fig. 8 shows the <strong>humidity</strong> hysteresis characteristic <strong>of</strong> the <strong>humidity</strong><br />
<strong>sensor</strong> <strong>base</strong>d on our products. The solid line in the figure is<br />
measured from low RH to high RH, i.e. for the adsorption process,<br />
and the dotted line is for desorption process (measured in the opposite<br />
direction). A hysteresis <strong>of</strong> about 2% is observed under 80% RH.<br />
This indicates a good reliability <strong>of</strong> the <strong>sensor</strong>. Moreover, the linear<br />
dependence <strong>of</strong> the impedance on RH is observed in the range <strong>of</strong><br />
54–95% RH.<br />
To test the stability, the <strong>sensor</strong> was exposed in air for 30 days, followed<br />
by measuring impedances at various RH. As shown in Fig. 9,<br />
there was almost no change in the impedances, which directly confirms<br />
the good stability <strong>of</strong> the <strong>sensor</strong>. From the criteria as discussed<br />
above, the <strong>sensor</strong> has prominent stability and is quite promising for<br />
a practical <strong>humidity</strong> <strong>sensor</strong>.<br />
The analysis <strong>of</strong> complex impedance plots is useful for studying<br />
the <strong>sensing</strong> behavior <strong>of</strong> <strong>humidity</strong> <strong>sensor</strong>s [33–35]. The complex<br />
impedance plots <strong>of</strong> the flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong> at differ-<br />
Fig. 8. Hysteresis <strong>of</strong> the flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong> measured at 100 Hz.<br />
ent RH are shown in Fig. 10 in the frequency range from 40 Hz<br />
to 100 kHz. At low RH (11, 33, and 54%), a semicircle due to the<br />
film impedance is observed. The semicircle indicates a “non-Debye”<br />
behavior, and many investigations have explained that it is due to<br />
a kind <strong>of</strong> polarization and can be modeled by an equivalent circuit<br />
<strong>of</strong> parallel resistor and capacitor [35–37]. With increasing the<br />
RH (75, 85, and 95%), a line appears in the low-frequency range<br />
and the semicircle becomes small. The higher the RH is, the longer<br />
the line and smaller the semicircle is. The line represents Warburg<br />
impedance, and is due to the diffusion <strong>of</strong> the electroactive<br />
species at the electrodes [38–41]. The equivalent circuits <strong>of</strong> such<br />
complex impedance plots are shown in Fig. 10(b). Here R f represents<br />
the resistance <strong>of</strong> the flower-like <strong>ZnO</strong> nanorod film, which<br />
decreases as RH increases. C f is the capacitance <strong>of</strong> the film and Z i<br />
the impedance at the electrode/<strong>sensing</strong> film interface. According to<br />
Fig. 10(a), R f ≪ Z i at low RH, and the impedance change <strong>of</strong> the <strong>sensor</strong><br />
is mostly determined by R f . At high RH (Fig. 10(b)), the magnitudes<br />
<strong>of</strong> R f and Z i are the same and the impedance change <strong>of</strong> the <strong>sensor</strong><br />
is determined by both R f and Z i .<br />
A possible qualitative mechanism to explain the <strong>humidity</strong><br />
<strong>sensing</strong> properties <strong>of</strong> the flower-like <strong>ZnO</strong> <strong>nanorods</strong> is proposed<br />
hereafter. According to Kulwicki [41], water-related conduction in<br />
ceramic and porous materials mainly occurs as a surface mechanism.<br />
In our case, the large increase in conductivity with increasing<br />
RH <strong>of</strong> the flower-like <strong>ZnO</strong> <strong>nanorods</strong> may also relate to the adsorption<br />
<strong>of</strong> water molecules on the surface <strong>of</strong> the <strong>ZnO</strong> film. At low<br />
<strong>humidity</strong>, only a few water molecules are adsorbed. Since the cov-<br />
Fig. 7. Capacitance vs. RH <strong>of</strong> the flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong>.<br />
Fig. 9. Stability <strong>of</strong> the flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong> measured at 100 Hz.
642 Q. Qi et al. / Sensors and Actuators B 133 (2008) 638–643<br />
Fig. 10. (a) The complex impedance plots and (b) equivalent circuits <strong>of</strong> the flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong> at different RH.<br />
erage <strong>of</strong> water on the surface is not continuous, the electrolytic<br />
conduction is difficult. Based on the mechanism <strong>of</strong> Schaub et al.<br />
[42], the tips and defects <strong>of</strong> the <strong>ZnO</strong> <strong>nanorods</strong> present a high local<br />
charge density and a strong electrostatic field, which promote water<br />
dissociation. The dissociation provides protons as charge carriers <strong>of</strong><br />
the hopping transport. At high <strong>humidity</strong>, one or several serial water<br />
layers are formed among <strong>ZnO</strong> <strong>nanorods</strong>, and electrolytic conduction<br />
between <strong>nanorods</strong> takes place along with protonic transport,<br />
and becomes dominating in the transport-process.<br />
4. Conclusion<br />
A flower-like <strong>ZnO</strong> nanorod <strong>sensor</strong> is successfully fabricated. The<br />
<strong>sensing</strong> characteristics to RH are carefully studied. High sensitivity,<br />
rapid response and recovery are found in the investigation. These<br />
results demonstrate that flower-like <strong>ZnO</strong> <strong>nanorods</strong> can be used<br />
as the <strong>humidity</strong> <strong>sensing</strong> material for fabricating highly sensitive<br />
<strong>sensor</strong>s.<br />
Acknowledgements<br />
This research was financially supported by Science and Technology<br />
Office, Jilin Province, China (Grant No. 2006528) and the Open<br />
Project <strong>of</strong> Key Laboratory <strong>of</strong> Low Dimensional Materials & Application<br />
Technology (Xiangtan University), Ministry <strong>of</strong> Education, China<br />
(Grant No. KF0706).<br />
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Biographies<br />
Qi Qi received his BS degree from the College <strong>of</strong> Electronics Science and Engineering,<br />
Jilin University, China in 2003. He entered the PhD course in 2006, majored in<br />
microelectronics and solid state electronics.<br />
Tong Zhang received her MS degree in major <strong>of</strong> semiconductor materials in 1992,<br />
and PhD degree in the field <strong>of</strong> microelectronics and solid state electronics in<br />
2001 from Jilin University. She was appointed as a full pr<strong>of</strong>essor in College <strong>of</strong><br />
Electronics Science and Engineering, Jilin University in 2001. Now, she is interested<br />
in the field <strong>of</strong> <strong>sensing</strong> functional materials and gas <strong>sensor</strong>s and <strong>humidity</strong><br />
<strong>sensor</strong>s.<br />
Qingjiang Yu received his MS degree from National Laboratory <strong>of</strong> Superhard Materials,<br />
Jilin University, China in 2005. He entered the PhD course in 2005, majored in<br />
condensed matter physics.<br />
Rui Wang received her MS degree from the College <strong>of</strong> Electronics Science and Engineering,<br />
Jilin University, China in 2007. She entered the PhD course in 2007, majored<br />
in microelectronics and solid state electronics.<br />
Yi Zeng received his MS degree from National Laboratory <strong>of</strong> Superhard Materials,<br />
Jilin University, China in 2007. He entered the PhD course in 2007, majored in<br />
microelectronics and solid state electronics.<br />
Li Liu received her MS degree from the College <strong>of</strong> Electronics Science and Engineering,<br />
Jilin University, China in 2000. She entered the PhD course in 2002, majored in<br />
microelectronics and solid state electronics.<br />
Haibin Yang received his MS in major <strong>of</strong> materials in 1986, and PhD degree from<br />
National Laboratory <strong>of</strong> Superhard Materials, Jilin University, China in 1990. Now, he<br />
is interested in the field <strong>of</strong> functional nanomaterials.