Environmental Photocatalysis 2013View this Special Issue
Review Article | Open Access
Jian-Ying Huang, Ke-Qin Zhang, Yue-Kun Lai, "Fabrication, Modification, and Emerging Applications of TiO2 Nanotube Arrays by Electrochemical Synthesis: A Review", International Journal of Photoenergy, vol. 2013, Article ID 761971, 19 pages, 2013. https://doi.org/10.1155/2013/761971
Fabrication, Modification, and Emerging Applications of TiO2 Nanotube Arrays by Electrochemical Synthesis: A Review
Titania nanotube arrays (TNAs) as a hot nanomaterial have a unique highly ordered array structure and good mechanical and chemical stability, as well as excellent anticorrosion, biocompatible, and photocatalytic performance. It has been fabricated by a facile electrochemical anodization in electrolytes containing small amounts of fluoric ions. In combination with our research work, we review the recent progress of the new research achievements of TNAs on the preparation processes, forming mechanism, and modification. In addition, we will review the potential and significant applications in the photocatalytic degradation of pollutants, solar cells, water splitting, and other aspects. Finally, the existing problems and further prospects of this renascent and rapidly developing field are also briefly addressed and discussed.
Nanostructured materials with peculiar properties are not expected in bulk phase and have already led to a breakthrough in various fields of science and technology. Moreover, much of the current interest in one-dimensional nanostructures, such as nanotube, nanowire, nanorod, and nanobelts, was initiated by the discovery of carbon nanotubes by Iijima et al. in 1991 . Within these nanostructure materials, TiO2-based nanotubes attracted engrossing interest and intensive researches due to their merits of high specific surface area, ion-changeable ability, and photocatalytic ability. Over the past decades, nanostructured materials derived from TiO2 have extensively been investigated for many promising applications, including solar cells/batteries, self-cleaning coatings, electroluminescent hybrid devices, and photocatalysis, owing to their peculiar chemical and physical behaviors. Currently, developed methods of fabricating TiO2-based nanotubes comprise the assisted-template method [2, 3], hydrothermal treatment [4–6], and electrochemical anodic oxidation [7–10]. Each fabrication method has unique advantages and functional features and comparisons among these approaches. Regarding the template-assisted method, anodic aluminum oxide (AAO) nanoporous membrane, which consists of an array of parallel straight nanopores with controllable diameter and length, is usually used as template. However, the template-assisted method often encounters difficulties of prefabrication and postremoval of the previous templates and usually results in impurities. Concerning hydrothermal treatment, the self-assembled TiO2 nanotubes are based on the treatment of Ti foils or TiO2 powders in a tightly closed vessel containing highly concentrated NaOH solution (5–10 M) to obtain TiO2 nanotube layer or TiO2-based powder [6, 11]. These methods, other than the electrochemical anodic oxidation, are either not suitable for rapid production or notable to yield uniform TiO2 nanotubes with vertical alignment. The demonstrated architecture of TiO2 nanotube arrays (TNAs) by a facile electrochemical anodizing process is capable of an ordered alignment with high aspect ratio and establishment of pure-phase TiO2 structure in one step under ambient environment. More importantly, the electrochemical anodization technique allows the growth of other oxides with self-ordering nanostructures for several transitional and valve metals, such as Al, Zr, Hf, Nb, Ta, W, and Fe and their alloys TiAl, TiZr, TiNb, Ti6Al4V, and so on [8, 10].
In 1999, Zwilling et al. firstly reported the self-ordered TiO2 nanostructures by a simple electrochemical anodizing process in a fluoride electrolyte . Since then, several anodizing approaches, mainly focused on finding the optimal electrolyte and experimental parameters, have been explored to efficiently achieve high quality self-organized TNAs (Figure 1) [13–18], such as short and rough TNAs , tapered and conical-shaped TNAs , smooth and high-aspect-ratio TNAs [16, 17], transparent TNAs [19, 20], free-standing and open-ended TNAs [21, 22], highly ordered TNAs by multistep anodization [23, 24], and TNAs with a submicrometer size in diameter [25, 26]. These results demonstrated that structure and morphology of TNAs, including tube diameter, length, wall thickness, and crystallinity, can be controlled by adjusting key parameters such as composition/shape of Ti substrate, electrolyte, pH, temperature, anodization voltage, current, and anodization time. It is, therefore, essential to understand the various factors influencing the characterizations of as-prepared amorphous TNAs. Also, it should be noted that either the annealing posttreatment or the modification of TiO2-based nanotubes would dominate the corresponding features and the performance of TiO2-based devices. The aim is to make the material more suitable for various applications that rely on specific electrical, optical, or chemical properties. In view of electronic properties, annealing to a crystalline structure mainly changes the conductivity and lifetime of charge carriers, while modification with active doping or band gap engineering by introducing other elements targets for the decreasing of the optical band gap, thus enabling a visible-light photoresponse .
Based on extensive literatures with regard to self-ordered TNAs, the authors have categorized three broad groups, preparation and formation mechanism, modifications, and applications, which are further subdivided according to their pertinent studies. First, the formation mechanisms and phenomenon of the electrochemical formation of nanopores and nanotubes by a self-ordering process are explained. Among the aforementioned experimental parameters, both electrolyte and anodizing voltage will be focused on and discussed. Then properties and modification of the TNA materials are addressed briefly, including technique examples of doping, noble metal decoration, and semiconductor composite which are to be discussed. Finally, the current stage of knowledge and recent studies on their potential applications, such as photocatalysis, solar cell, water splitting, and other aspects are introduced. Analysis of the physicochemical properties and recent advances in their modification and applications allow the identification of gaps in our knowledge and highlight the need for critical studies in the area of TNAs.
2. Electrochemical Anodization of TNAs
This section presents recent developments on preparation of self-ordered TiO2 nanoporous and nanotubular, focused primarily on TNAs by electrochemical synthesis. First, the related statistics of the paper about TNAs and phenomenon of the electrochemical formation of nanoporous TiO2 materials by a self-organization process is introduced. Then some experimental parameters of synthesis, which are responsible for regulation of the morphology of TiO2 nanostructures, are considered. Finally, the formation mechanisms of TNA materials fabricated by electrochemical anodization are presented.
The progressively increasing research interest in the TNA layers formed by electrochemical oxidation can be easily seen from publication statistics (see Figure 2). Publication number and corresponding aggregated citations increased several times from the first work by Zwilling et al. , where only a tube length of a few hundred nanometers with a rough and high degree of disorder morphology could be obtained, to nowadays, where smooth and almost ideally hexagonally ordered arrays can be produced with individual nanotube lengths of hundreds of micrometers . In other words, by controlling the electrochemical anodization parameters of Ti (temperature, potential ramping speed, applied potential, electrolyte species, electrolyte pH, viscosity, aqueous or organic electrolyte, etc.), one can obtain different titanium oxide structures such as a flat compact oxide, a disordered porous layer, a highly self-organized porous layer, or finally a highly self-organized nanotube layer (schematically shown in Figure 3(a)).
(a) Set-up and mophology
(b) F− ions electrolyte
(c) F− ions free electrolyte
2.1. Effects of Fabrication Factors on TNAs
Hydrofluoric acid (HF) is the firstly and most widely studied electrolyte in titanium anodization to produce TiO2 nanostructures. Since then, several optimized electrolytes of diverse acid/HF mixed electrolytes are put forward to successful fabrication of TiO2 nanostructures . A brief summary of various synthesis generations of TNAs is given in Table 1. However, the nanotube length in this first synthesis generation is limited to a few hundred nanometers. This second generation of TNAs was obtained with a remarkably high aspect ratio, in a neutral type of electrolyte containing fluoride ions, for example, Na2SO4/NaF, (NH4)2SO4/NH4F [28, 29]. The reason for the tube-length increase is the limited dissolution on the top of nanotubes in the neutral electrolyte. The nanotubes by the above inorganic electrolyte were always accompanied with a rough external structure, that is, “rings” or “ripples”, due to current oscillations along the anodization process. The third-generation electrolyte, organic electrolytes with additions of fluoride salts, allows the construction of smooth and much taller TNAs to the regime of hundreds of micrometers. To date, the highest tube lengths can be up to 1000 μm in organic viscous electrolytes . The pH of the electrolyte and the amount of water greatly influence the morphology, structure, and growth rate of the as-formed TiO2 nanotube. Recent synthesis development of TNAs by using fluoride-free electrolytes is commonly considered as the fourth generation. The results of this rapid breakdown anodization (RBA) are also bundles of disordered nanotubes that grow within very short times (several minutes) [30, 31]. Depending on electrolyte nature, each electrolyte provides a unique geometrical feature of the nanotubes and consequently varying surface properties; thereby, a selection of electrolyte medium for the TNA fabrication is a primary concern.
The anodization voltage influences the morphology of formed nanostructures : pores instead of tubes grow at low voltages of 5 V (Figure 3(b1)), while, at voltages higher than 8 V, the diameter of the TiO2 nanotubes is also influenced linearly by the applied voltage (Figure 3(b2)). However, at high anodization voltages (>50 V), breakdown events can be observed inside the nanotube resulting in formation of sponge-like structures (Figure 3(b3)). At even higher anodization voltages (>80 V), electropolishing of the samples would take place at a high current density (>100 mA cm−2) in this electrolyte. Therefore, the retardation of breakdown events taking place is vital for the creation of a larger tube diameter. Yin et al. reported that TNAs with larger diameter about 600 nm can be obtained in ethylene glycol electrolytes containing 0.09 M ammonium fluoride and 10 vol% water . Albu and Schmuki further increase the tube diameter to reach 800 nm. However, these tubes are not highly organized and seem loosely assembled in a mesoporous matrix rather than in a neatly defined nanotube array . Recently, Ni et al. successfully demonstrated well-defined, large diameter (680–750 nm) TNAs, with the most uniform and clean morphology by using a higher voltage regime of up to 225 V .
2.1.3. Other Factors
In addition to the vital factor of the electrolyte and voltage to the high aspect ratio of the as-prepared nanotube, anodizing time and step, fluoride concentration, and pH and temperature also have a great synergistic effect on the morphology, structure, growth rate, crystallization, and even photoelectrochemical properties of the as-prepared TNAs [8, 37–42]. For example, the transition from porous TiO2 to a nanotubular structure is not only dependent on water content [43, 44] but also depends on the anodization voltage. The applied voltage directly determines the tube diameters but also strongly influences the rate of TNAs growth, length, and crystallization.
2.2. Growth Mechanism of Anodized TNAs
Self-organized oxide tube arrays or pore arrays can be obtained by an anodization process of a suitable metal, such as transition-metal and valve metal. When metals are exposed to a sufficiently anodic voltage in an electrochemical configuration, an oxidation process will be initiated. Depending mainly on the electrolyte and the particular anodization parameters, essentially three possibilities for reactions exist (see illustration of Figure 3(a)): (I) the metal is continuously dissolved (metal corrosion, or electropolishing), (II) the metal titanium ions () formed react with O2− (provided by H2O in the electrolyte) and forma compact oxide layer, and (III) under some electrochemical conditions, competition between dissolution and oxide formation is established leading to porous structures. Under even more specific experimental conditions, a situation is established where self-organized growth of TNAs, formation of thick self-organized mesoporous layers ((IV) in Figure 3(a)), or disordered rapid-breakdown anodization (RBA) of nanotube bundles ((V) in Figures 3(a) and 3(c)) can be observed .
In general, it can be concluded that all investigated organized oxide structures grown by anodization in fluoride-containing electrolytes on different metals or alloys seem to follow the same growth mechanism and influence by key factors [7, 8, 10]. Ti was firstly oxidized to form a thin barrier oxide layer of TiO2 due to interaction of the metal with O2− or OH− ions. Then, the presence of electric field and fluoride ion led to the creation of random pits and small pores. Finally, self-ordered TNAs formed resulted from the allowance of optimal pores to grow continuously and thicker wall to split by chemical dissolution. The tube diameter is determined by the anodization voltage, etching of the tubes (and thus the achievable length of the tubes) depends on the chemical resistance of the oxide against fluoride etching (in a particular electrolyte), and water plays the key role for providing the oxygen source for tube growth, splits pores into tubes, and is responsible for sidewall rings formation. Obviously, anodization techniques in fluoride-containing electrolytes allow the fabrication of nanostructured oxide layers on an extremely wide range of valve metals and alloys that enable the controllable fabrication of mixed nanostructured oxides with virtually endless possibilities to create enhanced properties and therefore have also a very high and widely unexplored technological potential.
3. Modification of TNA
TiO2 semiconductor material plays the most important role owing to its excellent chemical and physical properties. However, the higher band gap of the annealed TiO2 between the valence band (VB) and conduction band (CB) makes them inactive under visible irradiation (Figure 4(a)). In this regard, great efforts have been made to extend the absorption of the wavelength range into the visible light range via the modification of its electronic and optical properties. Over the past decade, considerable effort has gone into the modification of TiO2 to exploit the solar spectrum much better. For example, dye sensitization and doping TiO2 using either nonmetal anions or metal cations is one of the typical approaches that have been largely applied (Figure 4(b)). Coupling TiO2 with a narrow band gap semiconductor represents another approach (Figure 4(c)). Decoration of noble metal particles with surface plasmon effects allows for more efficient charge transfer (Figure 4(d)). In all of these cases, essentially three beneficial effects are expected: (1) to promote the photogenerated separation between the electron hole (e−/h+) and to prevent their recombination, (2) surface plasmon effects, leading to field enhancement in the vicinity of noble metal particles and thus allowing more efficient charge transfer and effective visible light absorption, and (3) heterojunction formation that either changes the band bending (metal clusters on semiconductor) or provides suitable energy levels for synergic absorption and charge separation for enhanced utilization of solar energy.
Doping or sensitizing pure TiO2 by introducing a secondary electronically active species into the lattice for sensitizing TiO2 to visible light, which promotes the harness of the main range of the solar spectrum and also can ensure the charge trapping for effective photogenerated carries separation (Figure 4(b)). Asahi et al. firstly reported that the nitrogen doping on TiO2 by sputtering in nitrogen containing gas mixture improves the photoelectrochemical reactivity under visible light irradiation . In the following years, other doping species, such as a number of nonmetals like carbon , fluorine , sulphur , and boron , have been introduced into TiO2 by using various techniques. The results indicated that the visible light absorption and photoelectrochemical activities of these doped crystallized TNAs were not only influenced by the energy gaps and the distributions of impurity states but were also affected by the locations of Femi levels and the energies of band gap edges [50, 51]. Among all these anions, the doping of TNAs with nitrogen or carbon has been found to receive significant attention [52–59]. Highly promising N-doping approach for TNAs includes one-step direct electrochemical anodization of a TiN alloy or growing TNAs in a solution containing doping species . High-energy ion implantation or sputtering in an atmosphere of doping species following an annealing process has been verified to be an effective doping method [60, 61]. However, these methods require special high energy accelerators be operated in a high vacuum environment and the doping depth be limited to several micrometers. Thermal treatment of TNAs in gas atmospheres of the doping species is regarded as a facile one-step doping technique [62, 63]. Moreover, such surface-modified nanotubes shows a significant photoresponse in the visible range compared to nonmodified nanotubes.
At the same time, TiO2 doped with transition metal cations (e.g., Fe, V, Cr, and Mn) [64–66] have also been reported to widen visible light absorption range, increase the redox potential of the photogenerated radicals, and enhance the conversion efficiency by extending the life of photogenerated electrons and holes. Although the metal cation doping of TiO2 improves the visible light absorption of the host material to increase photocatalytic activity, a large amount of research also concluded that, when the doping content is excessively high, extra defects can also act as recombination centers to decrease the photocatalytic activity. This adverse effect could be avoided by a suitable doping amount or annealing the doped TiO2.
3.2. Semiconductor Composites
In the past decade, many efforts have been devoted to extend the light absorption range of TNAs and to alleviate the charge carrier recombination, such as formation of semiconductor heterostructures with visible light excited narrow band gap semiconductors (Figure 4(c)), for example, CdS, CdSe, and so forth [67–69]. However, it must be expected that the stability of many applied narrow band gap semiconductors fails quickly, not only due to corrosion or photocorrosion, but also due to instability of some of the materials under applied voltage .
TNAs essentially provide a very versatile tool to fill or decorate other semiconductors to form composite electrode [71–73]. One of the most followed-up schemes to establishing p-n heterojunctions for high efficient photoelectrocatalytic devices is the direct deposition of p-type semiconductor onto TNAs [74, 75]. For example, Wang et al. prepared Cu2O/TiO2 p-n heterojunction photoelectrodes by depositing p-type Cu2O nanoparticles on n-type TiO2 nanotube arrays via an ultrasonication-assisted sequential chemical bath deposition (Figures 5(A)–5(D)) . The largely improved separation of photogenerated electrons and holes was revealed by photocurrent measurements. Consequently, p-n Cu2O/TiO2 heterojunction photoelectrodes exhibited a more effective photoconversion capability than single TiO2 nanotubes (Figure 5(E)). Furthermore, Cu2O/TiO2 composite photoelectrodes also possessed superior photoelectrocatalytic activity and stability in rhodamine B degradation with a synergistic effect between electricity and visible light irradiation (Figures 5(F)–5(H)).
TiO2 nanoparticle decoration on TNAs can be obtained by slow hydrolysis of TiCl4 precursors . In DSSCs, the TNAs decorated with TiO2 nanoparticles show higher solar cell efficiency in comparison to pure TNAs. The TiO2 nanoparticles can be deposited inside as well as outside of the tube wall by hydrolysis of a TiCl4 solution, which significantly increases the surface area and thereby improves the solar-cell efficiency .
3.3. Noble Metal Nanoparticles Decoration
Another approach related to TiO2 modification is the decoration of TiO2 surfaces with noble metal nanoparticles (such as, Ag, Au, Pt, Pd, or alloys). Noble metal loading is proved to be an effective way to restrain the recombination of photogenerated electron/hole pairs resulting in photoelectrocatalytic activity enhancement (Figure 4(d)) [78–83]. Moreover, recent study reveals that noble metal nanoparticles can improve the photoresponse ability of TiO2 in the visible region based on the surface plasmon resonance (SPR) [84, 85]. It is known that the free electrons of metal can collectively oscillate induced by light irradiation; when the oscillation frequency of light electromagnetic field is in accordance with the free electrons, the SPR effect is generated and light energy is coupled to the metal nanoparticles in the meantime. For example, Ag nanoparticles can be deposited on the tube wall by a photocatalytically reducing process on a TiO2 surface with UV illumination . Other metal nanoparticles are preferably deposited by UHV evaporation, sputtering, or chemical/electrochemical deposition techniques [78, 87]. Pt/TiO2 or Pd/TiO2 nanotubes also shows a significantly higher photocatalytic activity and water splitting performance compared with plain nanotubes [79, 80].
3.4. Other Aspects
More recent work deals with decoration with grapheme [88, 89], Ag/AgCl , or AgBr  onto TiO2 to enhance their photocatalytic activity. Amorphous nanotubes synthesized by room-temperature electrochemical anodization are also reported to be annealed in oxygen-rich (O2), oxygen-deficient (Ar, N), and reducing (H2) environments, to modify TiO2 crystal structure, morphology, and electronic properties.
4. Applications of TNA Materials
Porous and tubular titanium dioxide nanostructures have attracted great interest because of their applications in photocatalysis, photovoltaic cells (solar cell), water splitting, biomedical scaffold, wetting template, and other aspects. This porous TiO2 material is desirable for these applications because of its multifunctional semiconductor properties that are based on its excellent physical and chemical behavior, along with its specific nanostructured architecture that owns it high surface area, high surface activity and fast carries transfer path.
One of the most practical applications of TiO2 today is in photocatalytic toxic pollutant decomposing. After Fujishima and Honda reported for the first time on light-induced water electrochemical photolysis on TiO2 surfaces, this functional semiconductor material has been intensively investigated for applications in heterogeneous catalysis . Since then, TiO2 has shown to be an excellent photocatalyst due to the fact that the material has a set of good properties of long-term stability, low-cost preparation, and a strong enough oxidizing power to be useful for the decomposition of unwanted organic compounds [92–96].
The basic principles involved in the photocatalytic mechanism are shown in Figure 6. UV light promotes electrons excited from the valence band to the conduction band, and then separated holes and electrons will be transported to the semiconductor-environment interface and react with adsorbed molecules. In aqueous solution, highly reactive •OH radicals are generated by charge exchange at the valence band (H2O + h+ → •OH), whereas excited electrons at the conduction band mainly reduce dissolved molecular oxygen to super-oxide anions (O2 + e− → ). These •OH radicals and ions are able to virtually oxidize all organic materials to CO2 and H2O.
Among many TiO2 nanotubes preparation strategies, the electrochemical anodization process as a simple, cheap, and rapid growth method has been widely utilized to large-scaled preparation of TiO2 nanotubes with controllable size and morphology [13, 15, 28]. However, smooth surface, relative low surface area, and the amorphous structure of the obtained anodic TiO2 nanotubes result in low light utilization efficiency and photogenerated charges separation efficiency, thus leading to the poor photocatalytic activity . Many efforts have been made to enhance the photocatalytic activity of the anodic TiO2 nanotubes. For example, annealing of anodic TiO2 nanotubes in conventional air environment contributes to converting the amorphous TiO2 into anatase, which can efficiently enhance the photocatalytic performance . In order to achieve maximal decomposition efficiency, in addition to crystallized TNAs with adequate band edge positions, rapid charge separation, and high quantum yield, a large area of the catalyst is desired. Crystallized TNAs with suitable posttreatment processes fit these requirements comparably well [92–94, 97]. In previous work, we used anatase TNAs as the photoanode and verified that such novel TNAs showed higher efficiencies than common TiO2 nanoparticle photocatalysts (Figures 6(b)–6(d)) . Moreover, the annealing temperature has also greatly influenced the crystal structure and photocatalytic activity of TNAs [96, 98, 99].
Up to today, many posttreatment methods for the construction of high efficient TNAs photocatalyst, such as annealing in specific gas atmosphere [100, 101], hydrothermal treatment [102, 103], and vapor-thermal treatment , have been generally used to synthesize special crystallized TNAs with high devices performance. Annealing the anodic TNAs through a derivative annealing method in a sealed container with specific environments, such as oxygen-rich (O2), oxygen-deficient (Ar, N), and other reducing (H2) gas, can modify the TNAs crystal structure, morphology, and electronic properties and influence the photocatalytic performance [105–107]. However, this method is expensive and has high energy consumption. Recently, considerable efforts have been shifted to the construction of hierarchical architectures based on the 1D TNA nanostructure templates. For example, a simple hydrothermal treatment was adopted to reduce the heat treatment temperature for the construction of anatase TiO2 nanostructure due to a dissolution-recrystallization transformation of amorphous anodic TNAs, and the resultant hierarchical TiO2 structures decorated with TiO2 nanoparticles possess a higher surface area than that of smooth TNAs, which showed enhanced photocatalytic performance . Compared to the heteroelement doping (e.g., N, F, and C) of TNAs, very recently, in situ self-doping with homospecies (e.g., Ti3+, and H+) by an electrochemical reduction treatment has been emerging as a rational solution to enhance TiO2 photoactivity within both UV and visible light regions . Despite the great efforts contributed by many groups, well-designed posttreatment strategies for constructing desired crystalline structures with high surface area and anatase phase for highly efficient pollutant degradation have still been an attractive ongoing task.
In addition to many posttreatment methods of the anodic TNAs, the direct decoration of noble metal or semiconductor nanoparticles on crystallized TNAs is also verified to be beneficial for photocatalytic activity enhancement [78, 86, 97, 108, 109]. For example, we reported that a pulse current deposition of Ag nanoparticles modified TNAs was used as the photoanode for photoelectrocatalytic decomposition of methyl orange (MO) pollutant . In this case, we found that photocatalytic activity of titania nanotube layers can be significantly increased by applying an external bias . Xie et al. performed photocatalytic decomposition of a model organic pollutant (methylene blue) in self-organized TNAs decorated with Ag and CdS nanoparticles. The CdS-Ag-TiO2 three-component nanotube arrays system exhibited superior synergy effect on both photoelectrochemical and photocatalytic activities compared to those of the pure TiO2 and Ag or CdS modified TiO2 systems .
4.2. Solar Cells
One of the most promising applications of TiO2 today is in dye-sensitized solar cells (DSSCs), a concept introduced by O’Regan and Grӓtzel in 1991 . The classical DSSCs operate with sintered or compressed nanoparticulate TiO2 layers as electron harvesting material. Compared to agglomerate TiO2 nanoparticle layer containing a high number of grain boundaries that can act as recombination sites, the new architecture of TNAs by electrochemical anodization has been verified to be an ideal photoanode in photoelectrocatalytic devices due to its improved charge-collection efficiency and short pathway for the photogenerated excitons along the vertically aligned tubes to the conducting substrate. As such, it may be expected that optimized TNAs can significantly increase the solar energy conversion efficiency.
4.2.1. Dye-Sensitized Solar Cells (DSSCs)
Owing to well-defined structural parameters and enhanced electronic properties, highly ordered TNAs have been employed to substitute TiO2 nanoparticles for use in DSSCs . Mor et al. reported the integration of TiO2 nanoparticles modified transparent nanotube array (360 nm in length) architecture in fluorine-doped tin oxide (FTO) glass for front-side illuminated dye solar cell and displayed a photoconversion efficiency (PCE) of 2.9% (Figure 7(a)) . They also observed that solar cells constructed by longer nanotubes formed from titanium foils (backside illumination) have superior charge transfer efficiency and more dyes absorption in comparison with solar cells fabricated with transparent short nanotubes formed on FTO glass. However, the overall power conversion efficiency of dye-sensitized TNA solar cells remained relatively low as a result of incomplete coverage of dye molecules on the TNAs and insufficient infiltration of electrolyte into nanotubes. For example, backside illuminated N719 DSSC based on 6 μm long TNAs film on titanium substrate shows a PCE of 4.24% under AM 1.5 sunlight source (Figure 7(b)) . To further improve the performance of dye-sensitized TNA solar cells, efforts have been directed toward the improvement of dye loading, charge transport, light absorption, and optimization of TiO2 nanostructures [77, 111, 113–115]. Recently, Liu and Misra applied double-sided TNAs for bifacial dye-sensitized solar cells and reported that a photocurrent density of such bifacial DSSCs was almost twice that of one-sided illumination (Figure 7(c)) . Sun et al. demonstrated a new parallel configuration of DSSCs using double-sided TNAs as the photoanode and a dielectric mirror for sunlight to be irradiated on both sides of TNA photoanode (Figure 7(d)) . An average 70% increment in photocurrent and 30% enhancement in PCE were obtained relative to those of the single cells. Zheng et al. constructed a layer-by-layer hierarchical photoanode consisting of TiO2 particles and free-standing TNAs for DSSCs with a PCE of 8.80%, which exhibited increased light-harvesting efficiency, longer electron lifetimes, and more efficient electron extraction than those in single particle film or nanotube array based devices .
4.2.2. Quantum Dots Sensitized Solar Cells (QDSSCs)
Typically, CdX (X = S, Se, and Te) QDs with size-dependent band gaps provide new opportunities for harvesting light energy yin the visible and infrared regions of solar light . In addition, through the impact ionization effect, it is possible to generate multiple excitons from single-photon absorption in QDs . In the case of the QDSSCs, excited electrons of CdX nanocrystals are injected into a large band gap semiconductor (e.g., TiO2 and ZnO), and holes reacted with a redox couple. Recently, Sudhagar et al. prepared the CdS/CdSe coupled TiO2 nanofibrous electrode with a maximum PCE of 2.69% , while Shen et al. fabricated a CdSe QDs-sensitized TNAs photoelectrode with an optimal photovoltaic conversion efficiency of 1.80% . Recently, we report that a PCE of 2.74% is achieved on novel QDSSCs based on the CdS/CdSe QDs cosensitized TiO2 nanocrystal arrays by a sealed annealing process (Figure 8) . We found that such coupled CdS/CdSe QDSSC exhibited a greatly enhanced short-circuit current density (Figure 8(e)) as compared to pure TNAs and single CdS or CdSe QDSSC because the combination of CdS and CdSe QDs has a complementary effect in light harvest and surface area increment, and a stepwise band edge level structure of CdSe/CdS@TNAs beneficiated for electron injection into TNAs. Sun et al. reported a novel CdS QDs sensitized TNA photoelectrodes by a sequential chemical bath deposition technique and found that the CdS QDs among the TNAs significantly increased the QDSSC efficiency up to 4.15% . These results clearly demonstrate that the unique nanotube structure can facilitate the propagation and kinetic separation of photogenerated charges, suggesting potentially important applications of the inorganic TNA QDSSCs in solar cell applications. However, compared to DSSCs with PCE up to 12%, QDSSCs have not been demonstrated as an efficient inorganic dye than expected. Therefore, great efforts are still needed to inhibit charge recombination at the semiconductor surface for the efficiency improvement of QDSSCs .
4.3. Water Splitting
Considering that the principle of photoelectrolysis for water splitting is the same with photocatalysis, TNAs are considered as good candidates for high efficient water splitting (see Table 2). The photoelectrolysis process using TiO2 nanotube cells as a photoanode is as follows: when the photoanode is immersed in water and exposed to light irradiation, it absorbs photonic energy over its band gap energy; then, electron-hole pairs are generated in it. The generated holes oxidize O2− ions from absorbed water and produce oxygen gas and an electric current that moves through the external circuit to the conducting cathode in which it reduces H+ ions to produce hydrogen gas. Recently, TNAs prepared by anodization of titanium have attracted extensive interest in photocatalytic water splitting. Mor et al. find a hydrogen generation rate of 96 μmol/h/cm2 for the utilization of nanotube array (224 nm in length) for water splitting under a constant voltage bias of −0.4 V (versus Ag/AgCl) . Recently, we reported an enhanced hydrogen generation rate of 150 μmol/h/cm2 by a three-step electrochemical anodized TNAs with a regular porous top layer (Figures 9(a) and 9(b)) . Moreover, we found that palladium quantum dots sensitized TNAs exhibited highly efficient photocatalytic hydrogen production rate of 592 μmol/h/cm2 under 320 mW/cm2 irradiation (Figures 9(c)–9(h)) . In general, the hydrogen production rate is greatly depending on the electrolyte, external bias, light intensity, and TiO2 morphology and structure. Therefore, it is important to optimize these parameters and fundamentally understand their possible correlations to clarify the approaches toward to construct high efficient cell for hydrogen generation.
4.4. Other Applications
As mentioned above, another special electrochemical feature of TNAs or some other TiO2 nanotube based materials is its ability to serve as a host for small ions insertion, typically hydrogen ion or lithium ion, into the lattice, leading to the drastic change of electronic and optical properties for potential applications in lithium-battery [4, 136, 137], electrochromic devices [138, 139], and supercapacitor [140, 141]. The kinetics, magnitude, and reversibility of the ion insertion and electrochromic reaction strongly depend on the ion diffusion length and therefore on geometry of the electrode surface. Due to the specific vertical alignment of the TNAs, a very high contrast can be obtained using vertically oriented nanotubes. By deposition of Ag nanoparticles on the TNAs, a material can be created that shows considerable photochromic contrast . Furthermore, the TNA has also been proved to be good support for Pt or Pt/Ru catalysts for enhanced methanol electrooxidation [143, 144].
Other applications of the TNAs for biomedical implant are wetting template, target hydrogen sensing, electrochemical detection, and photogenerated cathode anticorrosion [145–147]. For instance, the combination of organic modification with a controllable photocatalytic reaction of TiO2 was used to create microscale patterning surfaces with any desired wettability value. Wetting micropatterns with different physical or chemical properties have frequently acted as templates for fabricating various functional materials in a large scale . Moreover, wetting patterns with tailored and reversible adhesion for microfluidic devices and microdroplet manipulation have also been reported . For example, Ag@TNA micropatterns show not only the high-throughput molecular sensing feature with high sensitive, reproducible performance but also show promising targeted antibacterials properties . For gas sensing, Varghese et al. have shown instant resistance response in order of several magnitudes for the TNA layer upon exposure to 1000 ppm H2 containing nitrogen atmospheres at room temperature .
The applications of TNAs can significantly be expanded if secondary material can successfully be deposited into the tubes. The TNAs can also be converted to other titanates MTiO3 (M = Sr, Pd, Zr) with specific bioactive, piezoelectric or ferroelectric properties and keep with its original tube structure by a simple hydrothermal process in the corresponding precursor solution or a direct anodizing process in appropriate alloy substrates [150–153].
Till now, a large number of fundamental studies and application-oriented researches and developments are extensively carried out by many researchers for this low-dimensional nanomaterial due to the expected various properties of TiO2 (high surface area and controllable nanotube dimensions, geometries, and surface chemistry). This work has presented the recent progress of preparation and modification on the electrochemically anodized TNA materials. These unique low dimensional nanostructure materials have been shown to have many favourable properties for potential applications, including pollutant photocatalytic decomposition, photovoltaic cells, biomedical scaffold, and wetting template. On the other hand, extensive challenges to fabricate high quality TNAs and develop various oxide nanotubes have been continued. For instance, rapid and high-efficient synthesis of anatase TNAs and other multicomponent nanotubes under ambient low-temperature conditions have recently been reported . Some other aspects aim to encompass the new progress of TiO2 for an efficient utilization in photocatalytic or photovoltaic applications under visible light, emphasize the future trends of TiO2 in the environment and/or energy related fields, and suggest new research directions, including preparation aspects for the development of this promising material .
The authors thank the Alexander von Humboldt (AvH) Foundation of Germany, the EU Microcare project (FP7-PEOPLE-2009-IRSES/247641), and the Natural Science Foundation of Jiangsu Province of China (Grant no. BK20130313) for the financial support of this work. We also acknowledge support from the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD).
- S. Iijima, “Helical microtubules of graphitic carbon,” Nature, vol. 354, no. 6348, pp. 56–58, 1991.
- J. C. Hulteen and C. R. Martin, “A general template-based method for the preparation of nanomaterials,” Journal of Materials Chemistry, vol. 7, no. 7, pp. 1075–1087, 1997.
- M. S. Sander, M. J. Côté, W. Gu, B. M. Kile, and C. P. Tripp, “Template-assisted fabrication of dense, aligned arrays of titania nanotubes with well-controlled dimensions on substrates,” Advanced Materials, vol. 16, no. 22, pp. 2052–2057, 2004.
- D. V. Bavykin, J. M. Friedrich, and F. C. Walsh, “Protonated titanates and TiO2 nanostructured materials: synthesis, properties, and applications,” Advanced Materials, vol. 18, no. 21, pp. 2807–2824, 2006.
- X. M. Sun and Y. D. Li, “Synthesis and characterization of ion-exchangeable titanate nanotubes,” Chemistry A: European Journal, vol. 9, no. 10, pp. 2229–2238, 2003.
- T. Kasuga, M. Hiramatsu, A. Hoson, T. Sekino, and K. Niihara, “Formation of titanium oxide nanotube,” Langmuir, vol. 14, no. 12, pp. 3160–3163, 1998.
- G. K. Mor, O. K. Varghese, M. Paulose, K. Shankar, and C. A. Grimes, “A review on highly ordered, vertically oriented TiO2 nanotube arrays: fabrication, material properties, and solar energy applications,” Solar Energy Materials and Solar Cells, vol. 90, no. 14, pp. 2011–2075, 2006.
- J. M. Macak, H. Tsuchiya, A. Ghicov et al., “TiO2 nanotubes: self-organized electrochemical formation, properties and applications,” Current Opinion in Solid State and Materials Science, vol. 11, no. 1-2, pp. 3–18, 2007.
- C. A. Grimes, “Synthesis and application of highly ordered arrays of TiO2 nanotubes,” Journal of Materials Chemistry, vol. 17, no. 15, pp. 1451–1457, 2007.
- P. Roy, S. Berger, and P. Schmuki, “TiO2 nanotubes: synthesis and applications,” Angewandte Chemie—International Edition, vol. 50, no. 13, pp. 2904–2939, 2011.
- Z. R. Tian, J. A. Voigt, J. Liu, B. McKenzie, and H. Xu, “Large oriented arrays and continuous films of TiO2-based nanotubes,” Journal of the American Chemical Society, vol. 125, no. 41, pp. 12384–12385, 2003.
- V. Zwilling, E. Darque-Ceretti, A. Boutry-Forveille, D. David, M. Y. Perrin, and M. Aucouturier, “Structure and physicochemistry of anodic oxide films on titanium and TA6V alloy,” Surface and Interface Analysis, vol. 27, no. 7, pp. 629–637, 1999.
- D. Gong, C. A. Grimes, O. K. Varghese et al., “Titanium oxide nanotube arrays prepared by anodic oxidation,” Journal of Materials Research, vol. 16, no. 12, pp. 3331–3334, 2001.
- R. Beranek, H. Hildebrand, and P. Schmuki, “Self-organized porous titanium oxide prepared in H2SO4/HF electrolytes,” Electrochemical and Solid-State Letters, vol. 6, no. 3, pp. B12–B14, 2003.
- Y.-K. Lai, L. Sun, J. Zuo, and C.-J. Lin, “Electrochemical fabrication and formation mechanism of TiO2 nanotube arrays on metallic titanium surface,” Acta Physico Chimica Sinica, vol. 20, no. 9, pp. 1063–1066, 2004.
- J. M. Macák, H. Tsuchiya, and P. Schmuki, “High-aspect-ratio TiO2 nanotubes by anodization of titanium,” Angewandte Chemie—International Edition, vol. 44, no. 14, pp. 2100–2102, 2005.
- J. M. Macak, H. Tsuchiya, L. Taveira, S. Aldabergerova, and P. Schmuki, “Smooth anodic TiO2 nanotubes,” Angewandte Chemie—International Edition, vol. 44, no. 45, pp. 7463–7465, 2005.
- G. K. Mor, O. K. Varghese, M. Paulose, N. Mukherjee, and C. A. Grimes, “Fabrication of tapered, conical-shaped titania nanotubes,” Journal of Materials Research, vol. 18, no. 11, pp. 2588–2593, 2003.
- G. K. Mor, O. K. Varghese, M. Paulose, and C. A. Grimes, “Transparent highly ordered TiO2 nanotube arrays via anodization of titanium thin films,” Advanced Functional Materials, vol. 15, no. 8, pp. 1291–1296, 2005.
- G. K. Mor, K. Shankar, M. Paulose, O. K. Varghese, and C. A. Grimes, “Use of highly-ordered TiO2 nanotube arrays in dye-sensitized solar cells,” Nano Letters, vol. 6, no. 2, pp. 215–218, 2006.
- S. P. Albu, A. Ghicov, J. M. Macak, R. Hahn, and P. Schmuki, “Self-organized, free-standing TiO2 nanotube membrane for flow-through photocatalytic applications,” Nano Letters, vol. 7, no. 5, pp. 1286–1289, 2007.
- M. Paulose, H. E. Prakasam, O. K. Varghese et al., “TiO2 nanotube arrays of 1000 μm length by anodization of titanium foil: phenol red diffusion,” Journal of Physical Chemistry C, vol. 111, no. 41, pp. 14992–14997, 2007.
- J. M. Macak, S. P. Albu, and P. Schmuki, “Towards ideal hexagonal self-ordering of TiO2 nanotubes,” Physica Status Solidi, vol. 1, no. 5, pp. 181–183, 2007.
- G. Zhang, H. Huang, Y. Zhang, H. L. W. Chan, and L. Zhou, “Highly ordered nanoporous TiO2 and its photocatalytic properties,” Electrochemistry Communications, vol. 9, no. 12, pp. 2854–2858, 2007.
- J. H. Ni, K. Noh, C. J. Frandsen et al., “Preparation of near micrometer-sized TiO2 nanotube arrays by high voltage anodization,” Materials Science & Engineering C, vol. 33, no. 1, pp. 259–264, 2013.
- S. P. Albu and P. Schmuki, “TiO2 nanotubes grown in different organic electrolytes: two-size self-organization, single vs. double-walled tubes, and giant diameters,” Physica Status Solidi, vol. 4, no. 8-9, pp. 215–217, 2010.
- A. El Ruby Mohamed and S. Rohani, “Modified TiO2 nanotube arrays (TNTAs): progressive strategies towards visible light responsive photoanode, a review,” Energy & Environmental Science, vol. 4, no. 4, pp. 1065–1086, 2011.
- J. M. MacAk, K. Sirotna, and P. Schmuki, “Self-organized porous titanium oxide prepared in Na2SO4/NaF electrolytes,” Electrochimica Acta, vol. 50, no. 18, pp. 3679–3684, 2005.
- Q. Cai, M. Paulose, O. K. Varghese, and C. A. Grimes, “The effect of electrolyte composition on the fabrication of self-organized titanium oxide nanotube arrays by anodic oxidation,” Journal of Materials Research, vol. 20, no. 1, pp. 230–236, 2005.
- R. Hahn, J. M. Macak, and P. Schmuki, “Rapid anodic growth of TiO2 and WO3 nanotubes in fluoride free electrolytes,” Electrochemistry Communications, vol. 9, no. 5, pp. 947–952, 2007.
- K.-I. Ishibashi, R.-T. Yamaguchi, Y. Kimura, and M. Niwano, “Fabrication of titanium oxide nanotubes by rapid and homogeneous anodization in perchloric acid/ethanol mixture,” Journal of the Electrochemical Society, vol. 155, no. 1, pp. K10–K14, 2008.
- S. Bauer, S. Kleber, and P. Schmuki, “TiO2 nanotubes: tailoring the geometry in H3PO4/HF electrolytes,” Electrochemistry Communications, vol. 8, no. 8, pp. 1321–1325, 2006.
- L. V. Taveira, J. M. Macák, H. Tsuchiya, L. F. P. Dick, and P. Schmuki, “Initiation and growth of self-organized TiO2 nanotubes anodically formed in NH4F/(NH4)2SO4 electrolytes,” Journal of the Electrochemical Society, vol. 152, no. 10, pp. B405–B410, 2005.
- Y. Lai, X. Gao, H. Zhuang, J. Huang, C. Lin, and L. Jiang, “Designing superhydrophobic porous nanostructures with tunable water adhesion,” Advanced Materials, vol. 21, no. 37, pp. 3799–3803, 2009.
- H. Yin, H. Liu, and W. Z. Shen, “The large diameter and fast growth of self-organized TiO2 nanotube arrays achieved via electrochemical anodization,” Nanotechnology, vol. 21, no. 3, Article ID 035601, 2010.
- S. P. Albu and P. Schmuki, “TiO2 nanotubes grown in different organic electrolytes: two-size self-organization, single vs. double-walled tubes, and giant diameters,” Physica Status Solidi, vol. 4, no. 8-9, pp. 215–217, 2010.
- S. P. Albu, P. Roy, S. Virtanen, and P. Schmuki, “Self-organized TiO2 nanotube arrays: critical effects on morphology and growth,” Israel Journal of Chemistry, vol. 50, no. 4, pp. 453–467, 2010.
- Y. Wang, Y. Wu, Y. Qin et al., “Rapid anodic oxidation of highly ordered TiO2 nanotube arrays,” Journal of Alloys and Compounds, vol. 509, no. 14, pp. L157–L160, 2011.
- A. Ghicov and P. Schmuki, “Self-ordering electrochemistry: a review on growth and functionality of TiO2 nanotubes and other self-aligned MOx structures,” Chemical Communications, no. 20, pp. 2791–2808, 2009.
- C. W. Lai and S. Sreekantan, “Photoelectrochemical performance of smooth TiO2 nanotube arrays: effect of anodization temperature and cleaning methods,” International Journal of Photoenergy, vol. 2012, Article ID 356943, 11 pages, 2012.
- Y.-C. Lim, Z. Zainal, W.-T. Tan, and M. Z. Hussein, “Anodization parameters influencing the growth of titania nanotubes and their photoelectrochemical response,” International Journal of Photoenergy, vol. 2012, Article ID 638017, 2012.
- J. Wang and Z. Q. Lin, “Anodic formation of ordered TiO2 nanotube arrays: effects of electrolyte temperature and anodization potential,” Journal of Physical Chemistry C, vol. 113, no. 10, pp. 4026–4030, 2009.
- Y. Lai, H. Zhuang, L. Sun, Z. Chen, and C. Lin, “Self-organized TiO2 nanotubes in mixed organic-inorganic electrolytes and their photoelectrochemical performance,” Electrochimica Acta, vol. 54, no. 26, pp. 6536–6542, 2009.
- Y.-Y. Song and P. Schmuki, “Modulated TiO2 nanotube stacks and their use in interference sensors,” Electrochemistry Communications, vol. 12, no. 4, pp. 579–582, 2010.
- R. Asahi, T. Morikawa, T. Ohwaki, K. Aoki, and Y. Taga, “Visible-light photocatalysis in nitrogen-doped titanium oxides,” Science, vol. 293, no. 5528, pp. 269–271, 2001.
- J. H. Park, S. Kim, and A. J. Bard, “Novel carbon-doped TiO2 nanotube arrays with high aspect ratios for efficient solar water splitting,” Nano Letters, vol. 6, no. 1, pp. 24–28, 2006.
- D. Li, H. Haneda, N. K. Labhsetwar, S. Hishita, and N. Ohashi, “Visible-light-driven photocatalysis on fluorine-doped TiO2 powders by the creation of surface oxygen vacancies,” Chemical Physics Letters, vol. 401, no. 4-6, pp. 579–584, 2005.
- T. Umebayashi, T. Yamaki, H. Itoh, and K. Asai, “Band gap narrowing of titanium dioxide by sulfur doping,” Applied Physics Letters, vol. 81, no. 3, pp. 454–456, 2002.
- N. Lu, X. Quan, J. Li, S. Chen, H. Yu, and G. Chen, “Fabrication of boron-doped TiO2 nanotube array electrode and investigation of its photoelectrochemical capability,” Journal of Physical Chemistry C, vol. 111, no. 32, pp. 11836–11842, 2007.
- P. Zhou, J. G. Yu, and Y. X. Wang, “The new understanding on photocatalytic mechanism of visible-lightresponse N-S codoped anatase TiO2 by first-principles,” Applied Catalysis B, vol. 142-143, pp. 45–53, 2013.
- J. G. Yu, P. Zhou, and Q. Li, “New insight into the enhanced visible-light photocatalytic activities of B-, C- and B/C-doped anatase TiO2 by first-principles,” Physical Chemistry Chemical Physics, vol. 15, no. 29, pp. 12040–12047, 2013.
- R. P. Antony, T. Mathews, K. Panda, B. Sundaravel, S. Dash, and A. K. Tyagi, “Enhanced field emission properties of electrochemically synthesized self-aligned nitrogen-doped TiO2 nanotube array thin films,” Journal of Physical Chemistry C, vol. 116, no. 31, pp. 16740–16746, 2012.
- H.-Y. Wang, X.-J. Xu, J.-H. Wei, R. Xiong, and J. Shi, “Structure and raman investigations of nitrogen-doped TiO2 nanotube arrays,” Solid State Phenomena, vol. 181-182, pp. 422–425, 2012.
- S. P. Li, S. W. Lin, J. J. Liao, N. Q. Pan, D. H. Li, and J. B. Li, “Nitrogen-doped TiO2 nanotube arrays with enhanced photoelectrochemical property,” International Journal of Photoenergy, vol. 2012, Article ID 794207, 7 pages, 2012.
- Y.-K. Lai, J.-Y. Huang, H.-F. Zhang et al., “Nitrogen-doped TiO2 nanotube array films with enhanced photocatalytic activity under various light sources,” Journal of Hazardous Materials, vol. 184, no. 1–3, pp. 855–863, 2010.
- Q. Xue, Y. J. Guan, Z. B. Wang, and S. L. Bai, “Preparation of nitrogen doped TiO2 nanotube arrays and its visible light responsive photocatalytic properties,” Acta Chimica Sinica, vol. 68, no. 16, pp. 1603–1608, 2010.
- G. Liu, F. Li, D.-W. Wang et al., “Electron field emission of a nitrogen-doped TiO2 nanotube array,” Nanotechnology, vol. 19, no. 2, Article ID 025606, 2008.
- D. Kim, H. Tsuchiya, S. Fujimoto, F. Schmidt-Stein, and P. Schmuki, “Nitrogen-doped TiO2 mesosponge layers formed by anodization of nitrogen-containing Ti alloys,” Journal of Solid State Electrochemistry, vol. 16, no. 1, pp. 89–92, 2012.
- D. Kim, S. Fujimoto, P. Schmuki, and H. Tsuchiya, “Nitrogen doped anodic TiO2 nanotubes grown from nitrogen-containing Ti alloys,” Electrochemistry Communications, vol. 10, no. 6, pp. 910–913, 2008.
- A. Ghicov, J. M. Macak, H. Tsuchiya et al., “TiO2 nanotube layers: dose effects during nitrogen doping by ion implantation,” Chemical Physics Letters, vol. 419, no. 4–6, pp. 426–429, 2006.
- A. Ghicov, J. M. Macak, H. Tsuchiya et al., “Ion implantation and annealing for an efficient N-doping of TiO2 nanotubes,” Nano Letters, vol. 6, no. 5, pp. 1080–1082, 2006.
- R. P. Vitiello, J. M. Macak, A. Ghicov, H. Tsuchiya, L. F. P. Dick, and P. Schmuki, “N-Doping of anodic TiO2 nanotubes using heat treatment in ammonia,” Electrochemistry Communications, vol. 8, no. 4, pp. 544–548, 2006.
- R. Hahn, A. Ghicov, J. Salonen, V.-P. Lehto, and P. Schmuki, “Carbon doping of self-organized TiO2 nanotube layers by thermal acetylene treatment,” Nanotechnology, vol. 18, no. 10, Article ID 105604, 2007.
- Y.-F. Tu, S.-Y. Huang, J.-P. Sang, and X.-W. Zou, “Preparation of Fe-doped TiO2 nanotube arrays and their photocatalytic activities under visible light,” Materials Research Bulletin, vol. 45, no. 2, pp. 224–229, 2010.
- A. Ghicov, B. Schmidt, J. Kunze, and P. Schmuki, “Photoresponse in the visible range from Cr doped TiO2 nanotubes,” Chemical Physics Letters, vol. 433, no. 4–6, pp. 323–326, 2007.
- Z. Xu and J. Yu, “Visible-light-induced photoelectrochemical behaviors of Fe-modified TiO2 nanotube arrays,” Nanoscale, vol. 3, no. 8, pp. 3138–3144, 2011.
- Y. K. Lai, Z. Q. Lin, D. J. Zheng, L. F. Chi, R. G. Du, and C. J. Lin, “CdSe/CdS quantum dots co-sensitized TiO2 nanotube array photoelectrode for highly efficient solar cells,” Electrochimica Acta, vol. 79, pp. 175–181, 2012.
- G. S. Li, L. Wu, F. Li, P. P. Xu, D. Q. Zhang, and H. X. Li, “Photoelectrocatalytic degradation of organic pollutants via a CdS quantum dots enhanced TiO2 nanotube array electrode under visible light irradiation,” Nanoscale, vol. 5, no. 5, pp. 2118–2125, 2013.
- D. H. Li, N. Q. Pan, J. J. Liao, X. K. Cao, and S. W. Lin, “Effects of surface modification of TiO2 nanotube arrays on the performance of CdS quantum-dot-sensitized solar cells,” International Journal of Photoenergy, vol. 2013, Article ID 129621, 10 pages, 2013.
- Z.-Q. Lin, Y.-K. Lai, R.-G. Hu, J. Li, R.-G. Du, and C.-J. Lin, “A highly efficient ZnS/CdS@TiO2 photoelectrode for photogenerated cathodic protection of metals,” Electrochimica Acta, vol. 55, no. 28, pp. 8717–8723, 2010.
- J. M. Macak, B. G. Gong, M. Hueppe, and P. Schmuki, “Filling of TiO2 nanotubes by self-doping and electrodeposition,” Advanced Materials, vol. 19, no. 19, pp. 3027–3031, 2007.
- C. W. Lai and S. Sreekantan, “Preparation of hybrid WO3-TiO2 nanotube photoelectrodes using anodization and wet impregnation: improved water-splitting hydrogen generation performance,” International Journal of Hydrogen Energy, vol. 38, no. 5, pp. 2156–2166, 2013.
- C. W. Lai and S. Sreekantan, “Incorporation of WO3 species into TiO2 nanotubes via wet impregnation and their water-splitting performance,” Electrochimica Acta, vol. 87, pp. 294–302, 2013.
- Y. Hou, X. Li, X. Zou, X. Quan, and G. Chen, “Photoeletrocatalytic activity of a Cu2O-loaded self-organized highly oriented TiO2 nanotube array electrode for 4-chlorophenol degradation,” Environmental Science & Technology, vol. 43, no. 3, pp. 858–863, 2009.
- G. Dai, J. Yu, and G. Liu, “Synthesis and enhanced visible-light photoelectrocatalytic activity of P-N junction BiOI/TiO2 nanotube arrays,” Journal of Physical Chemistry C, vol. 115, no. 15, pp. 7339–7346, 2011.
- M. Y. Wang, L. Sun, Z. Q. Lin, J. H. Cai, K. P. Xie, and C. J. Lin, “p-n Heterojunction photoelectrodes composed of Cu2O-loaded TiO2 nanotube arrays with enhanced photoelectrochemical and photoelectrocatalytic activities,” Energy & Environmental Science, vol. 6, no. 4, pp. 1211–1220, 2013.
- M. Ye, X. Xin, C. Lin, and Z. Lin, “High efficiency dye-sensitized solar cells based on hierarchically structured nanotubes,” Nano Letters, vol. 11, no. 8, pp. 3214–3220, 2011.
- I. Paramasivam, J. M. Macak, and P. Schmuki, “Photocatalytic activity of TiO2 nanotube layers loaded with Ag and Au nanoparticles,” Electrochemistry Communications, vol. 10, no. 1, pp. 71–75, 2008.
- M. D. Ye, J. J. Gong, Y. K. Lai, C. J. Lin, and Z. Q. Lin, “High-efficiency photoelectrocatalytic hydrogen generation enabled by palladium quantum dots-sensitized TiO2 nanotube arrays,” Journal of the American Chemical Society, vol. 134, no. 38, pp. 15720–15723, 2012.
- Y. Lai, J. Gong, and C. Lin, “Self-organized TiO2 nanotube arrays with uniform platinum nanoparticles for highly efficient water splitting,” International Journal of Hydrogen Energy, vol. 37, no. 8, pp. 6438–6446, 2012.
- L. Yang, D. He, Q. Cai, and C. A. Grimes, “Fabrication and catalytic properties of Co-Ag-Pt nanoparticle-decorated titania nanotube arrays,” Journal of Physical Chemistry C, vol. 111, no. 23, pp. 8214–8217, 2007.
- P. F. Fu, P. Y. Zhang, and J. Li, “Simultaneous elimination of formaldehyde and ozone byproduct using noble metal modified TiO2 films in the gaseous VUV photocatalysis,” International Journal of Photoenergy, vol. 2012, Article ID 174862, 8 pages, 2012.
- Y. Tang, P. Wee, Y. Lai et al., “Hierarchical TiO2 nanoflakes and nanoparticles hybrid structure for improved photocatalytic activity,” Journal of Physical Chemistry C, vol. 116, no. 4, pp. 2772–2780, 2012.
- Z. Xu, J. Yu, and G. Liu, “Enhancement of ethanol electrooxidation on plasmonic Au/TiO2 nanotube arrays,” Electrochemistry Communications, vol. 13, no. 11, pp. 1260–1263, 2011.
- J. Yu, G. Dai, and B. Huang, “Fabrication and characterization of visible-light-driven plasmonic photocatalyst Ag/AgCl/TiO2 nanotube arrays,” Journal of Physical Chemistry C, vol. 113, no. 37, pp. 16394–16401, 2009.
- L. Sun, J. Li, C. Wang et al., “Ultrasound aided photochemical synthesis of Ag loaded TiO2 nanotube arrays to enhance photocatalytic activity,” Journal of Hazardous Materials, vol. 171, no. 1–3, pp. 1045–1050, 2009.
- Y. Lai, H. Zhuang, K. Xie et al., “Fabrication of uniform Ag/TiO2 nanotube array structures with enhanced photoelectrochemical performance,” New Journal of Chemistry, vol. 34, no. 7, pp. 1335–1340, 2010.
- C. Liu, Y. Teng, R. Liu et al., “Fabrication of graphene films on TiO2 nanotube arrays for photocatalytic application,” Carbon, vol. 49, no. 15, pp. 5312–5320, 2011.
- P. Wang, J. Wang, X. F. Wang et al., “One-step synthesis of easy-recycling TiO2-rGO nanocomposite photocatalysts with enhanced photocatalytic activity,” Applied Catalysis B, vol. 132, pp. 452–459, 2013.
- Y. Hou, X. Li, Q. Zhao, G. Chen, and C. L. Raston, “Role of hydroxyl radicals and mechanism of escherichia coli inactivation on Ag/AgBr/TiO2 nanotube array electrode under visible light irradiation,” Environmental Science & Technology, vol. 46, no. 7, pp. 4042–4050, 2012.
- A. Fujishima and K. Honda, “Electrochemical photolysis of water at a semiconductor electrode,” Nature, vol. 238, no. 5358, pp. 37–38, 1972.
- Y. Lai, L. Sun, Y. Chen, H. Zhuang, C. Lin, and J. W. Chin, “Effects of the structure of TiO2 nanotube array on Ti substrate on its photocatalytic activity,” Journal of the Electrochemical Society, vol. 153, no. 7, pp. D123–D127, 2006.
- H.-F. Zhuang, C.-J. Lin, Y.-K. Lai, L. Sun, and J. Li, “Some critical structure factors of titanium oxide nanotube array in its photocatalytic activity,” Environmental Science & Technology, vol. 41, no. 13, pp. 4735–4740, 2007.
- I. Paramasivam, H. Jha, N. Liu, and P. Schmuki, “A Review of photocatalysis using self-organized TiO2 nanotubes and other ordered oxide nanostructures,” Small, vol. 8, no. 20, pp. 3073–3103, 2012.
- K. Nakata and A. Fujishima, “TiO2 photocatalysis: design and applications,” Journal of Photochemistry and Photobiology C, vol. 13, no. 3, pp. 169–189, 2012.
- J. Yu and B. Wang, “Effect of calcination temperature on morphology and photoelectrochemical properties of anodized titanium dioxide nanotube arrays,” Applied Catalysis B, vol. 94, no. 3-4, pp. 295–302, 2010.
- J. M. Macak, M. Zlamal, J. Krysa, and P. Schmuki, “Self-organized TiO2 nanotube layers as highly efficient photocatalysts,” Small, vol. 3, no. 2, pp. 300–304, 2007.
- Y. J. Xin, H. L. Liu, J. J. Li, Q. H. Chen, and D. Ma, “Influence of post-treatment temperature of TNTa photoelectrodes on photoelectrochemical properties and photocatalytic degradation of 4-nonylphenol,” Journal of Solid State Chemistry, vol. 199, pp. 49–55, 2013.
- O. K. Varghese, D. Gong, M. Paulose, C. A. Grimes, and E. C. Dickey, “Crystallization and high-temperature structural stability of titanium oxide nanotube arrays,” Journal of Materials Research, vol. 18, no. 1, pp. 156–165, 2003.
- P. M. Hosseinpour, E. Panaitescu, D. Heiman, L. Menon, and L. H. Lewis, “Toward tailored functionality of titania nanotube arrays: interpretation of the magnetic-structural correlations,” Journal of Materials Research, vol. 28, no. 10, pp. 1304–1310, 2013.
- S. J. Liu, Q. Ma, F. Gao, S. H. Song, and S. Gao, “Relationship between N-doping induced point defects by annealing in ammonia and enhanced thermal stability for anodized titania nanotube arrays,” Journal of Alloys and Compounds, vol. 543, pp. 71–78, 2012.
- Q. Wang, X. Yang, X. Wang, M. Huang, and J. Hou, “Synthesis of N-doped TiO2 mesosponge by solvothermal transformation of anodic TiO2 nanotubes and enhanced photoelectrochemical performance,” Electrochimica Acta, vol. 62, pp. 158–162, 2012.
- W. Krengvirat, S. Sreekantan, A. F. M. Noor et al., “Low-temperature crystallization of TiO2 nanotube arrays via hot water treatment and their photocatalytic properties under visible-light irradiation,” Materials Chemistry and Physics, vol. 137, no. 3, pp. 991–998, 2013.
- J. Yu, G. Dai, and B. Cheng, “Effect of crystallization methods on morphology and photocatalytic activity of anodized TiO2 nanotube array films,” Journal of Physical Chemistry C, vol. 114, no. 45, pp. 19378–19385, 2010.
- X. Lu, G. Wang, T. Zhai et al., “Hydrogenated TiO2 nanotube arrays for supercapacitors,” Nano Letters, vol. 12, no. 3, pp. 1690–1696, 2012.
- X. Zhang, Y. Ling, L. Liao, Z. Niu, S. Chen, and C. Zhao, “Effect of heat treatment on the photoelectrocatalytic performance of TiO2 nanotube array film,” Chinese Journal of Catalysis, vol. 31, no. 10, pp. 1300–1304, 2010.
- P. Xiao, D. Liu, B. B. Garcia, S. Sepehri, Y. Zhang, and G. Cao, “Electrochemical and photoelectrical properties of titania nanotube arrays annealed in different gases,” Sensors and Actuators B, vol. 134, no. 2, pp. 367–372, 2008.
- K. Xie, L. Sun, C. Wang et al., “Photoelectrocatalytic properties of Ag nanoparticles loaded TiO2 nanotube arrays prepared by pulse current deposition,” Electrochimica Acta, vol. 55, no. 24, pp. 7211–7218, 2010.
- K. Xie, Q. Wu, Y. Wang et al., “Electrochemical construction of Z-scheme type CdS-Ag-TiO2 nanotube arrays with enhanced photocatalytic activity,” Electrochemistry Communications, vol. 13, no. 12, pp. 1469–1472, 2011.
- B. O'Regan and M. Grätzel, “A low-cost, high-efficiency solar cell based on dye-sensitized colloidal TiO2 films,” Nature, vol. 353, no. 6346, pp. 737–740, 1991.
- K. Zhu, N. R. Neale, A. Miedaner, and A. J. Frank, “Enhanced charge-collection efficiencies and light scattering in dye-sensitized solar cells using oriented TiO2 nanotubes arrays,” Nano Letters, vol. 7, no. 1, pp. 69–74, 2007.
- M. Paulose, K. Shankar, O. K. Varghese, G. K. Mor, B. Hardin, and C. A. Grimes, “Backside illuminated dye-sensitized solar cells based on titania nanotube array electrodes,” Nanotechnology, vol. 17, no. 5, pp. 1446–1448, 2006.
- K. Zhu, T. B. Vinzant, N. R. Neale, and A. J. Frank, “Removing structural disorder from oriented TiO2 nanotube arrays: reducing the dimensionality of transport and recombination in dye-sensitized solar cells,” Nano Letters, vol. 7, no. 12, pp. 3739–3746, 2007.
- J. Wang and Z. Q. Lin, “Dye-Sensitized TiO2 Nanotube Solar Cells: Rational Structural and Surface Engineering on TiO2 Nanotubes,” Chemistry: An Asian Journal, vol. 7, no. 12, pp. 2754–2762, 2012.
- Z. Liu and M. Misra, “Bifacial dye-sensitized solar cells based on vertically oriented TiO2 nanotube arrays,” Nanotechnology, vol. 21, no. 12, Article ID 125703, 2010.
- L. Sun, S. Zhang, X. Wang, X. W. Sun, D. Y. Ong, and A. K. Ko Kyaw, “A novel parallel configuration of dye-sensitized solar cells with double-sided anodic nanotube arrays,” Energy & Environmental Science, vol. 4, no. 6, pp. 2240–2248, 2011.
- Q. Zheng, H. Kang, J. Yun, J. Lee, J. H. Park, and S. Baik, “Hierarchical construction of self-standing anodized titania nanotube arrays and nanoparticles for efficient and cost-effective front-illuminated dye-sensitized solar cells,” ACS Nano, vol. 5, no. 6, pp. 5088–5093, 2011.
- A. Kongkanand, K. Tvrdy, K. Takechi, M. Kuno, and P. V. Kamat, “Quantum dot solar cells. Tuning photoresponse through size and shape control of CdSe-TiO2 architecture,” Journal of the American Chemical Society, vol. 130, no. 12, pp. 4007–4015, 2008.
- V. I. Klimov and D. W. McBranch, “Femtosecond 1P-to-1S electron relaxation in strongly confined semiconductor nanocrystals,” Physical Review Letters, vol. 80, no. 18, pp. 4028–4031, 1998.
- P. Sudhagar, J. H. Jung, S. Park et al., “The performance of coupled (CdS:CdSe) quantum dot-sensitized TiO2 nanofibrous solar cells,” Electrochemistry Communications, vol. 11, no. 11, pp. 2220–2224, 2009.
- Q. Shen, A. Yamada, S. Tamura, and T. Toyoda, “CdSe quantum dot-sensitized solar cell employing TiO2 nanotube working-electrode and Cu2S counter-electrode,” Applied Physics Letters, vol. 97, no. 12, Article ID 123107, 2010.
- W.-T. Sun, A. Yu, H.-Y. Pan, X.-F. Gao, Q. Chen, and L.-M. Peng, “CdS quantum dots sensitized TiO2 nanotube-array photoelectrodes,” Journal of the American Chemical Society, vol. 130, no. 4, pp. 1124–1125, 2008.
- Z. Yang, C.-Y. Chen, P. Roy, and H.-T. Chang, “Quantum dot-sensitized solar cells incorporating nanomaterials,” Chemical Communications, vol. 47, no. 34, pp. 9561–9571, 2011.
- G. K. Mor, K. Shankar, M. Paulose, O. K. Varghese, and C. A. Grimes, “Enhanced photocleavage of water using titania nanotube arrays,” Nano Letters, vol. 5, no. 1, pp. 191–195, 2005.
- J. Gong, C. Lin, M. Ye, and Y. Lai, “Enhanced photoelectrochemical activities of a nanocomposite film with a bamboo leaf-like structured TiO2 layer on TiO2 nanotube arrays,” Chemical Communications, vol. 47, no. 9, pp. 2598–2600, 2011.
- F. Jia, Z. Yao, Z. Jiang, and C. Li, “Preparation of carbon coated TiO2 nanotubes film and its catalytic application for H2 generation,” Catalysis Communications, vol. 12, no. 6, pp. 497–501, 2011.
- Y. Li, H. Yu, W. Song, G. Li, B. Yi, and Z. Shao, “A novel photoelectrochemical cell with self-organized TiO2 nanotubes as photoanodes for hydrogen generation,” International Journal of Hydrogen Energy, vol. 36, no. 22, pp. 14374–14380, 2011.
- L. X. Sang, Z. Y. Zhang, G. M. Bai, C. X. Du, and C. F. Ma, “A photoelectrochemical investigation of the hydrogen-evolving doped TiO2 nanotube arrays electrode,” International Journal of Hydrogen Energy, vol. 37, no. 1, pp. 854–859, 2012.
- Y. R. Smith, B. Sarma, S. K. Mohanty, and M. Misra, “Single-step anodization for synthesis of hierarchical TiO2 nanotube arrays on foil and wire substrate for enhanced photoelectrochemical water splitting,” International Journal of Hydrogen Energy, vol. 38, no. 5, pp. 2062–2069, 2013.
- P. Roy, C. Das, K. Lee et al., “Oxide nanotubes on Ti-Ru alloys: strongly enhanced and stable photoelectrochemical activity for water splitting,” Journal of the American Chemical Society, vol. 133, no. 15, pp. 5629–5631, 2011.
- Y. Sun, G. Wang, and K. Yan, “TiO2 nanotubes for hydrogen generation by photocatalytic water splitting in a two-compartment photoelectrochemical cell,” International Journal of Hydrogen Energy, vol. 36, no. 24, pp. 15502–15508, 2011.
- S. Bae, E. Shim, J. Yoon, and H. Joo, “Photoanodic and cathodic role of anodized tubular titania in light-sensitized enzymatic hydrogen production,” Journal of Power Sources, vol. 185, no. 1, pp. 439–444, 2008.
- J. Yoon, S. Bae, E. Shim, and H. Joo, “Pyrococcus furiosus-immobilized anodized tubular titania cathode in a hydrogen production system,” Journal of Power Sources, vol. 189, no. 2, pp. 1296–1301, 2009.
- M. Park, A. Heo, E. Shim, J. Yoon, H. Kim, and H. Joo, “Effect of length of anodized TiO2 tubes on photoreactivity: photocurrent, Cr(VI) reduction and H2 evolution,” Journal of Power Sources, vol. 195, no. 15, pp. 5144–5149, 2010.
- J. Gong, Y. Lai, and C. Lin, “Electrochemically multi-anodized TiO2 nanotube arrays for enhancing hydrogen generation by photoelectrocatalytic water splitting,” Electrochimica Acta, vol. 55, no. 16, pp. 4776–4782, 2010.
- G. F. Ortiz, I. Hanzu, P. Knauth, P. Lavela, J. L. Tirado, and T. Djenizian, “TiO2 nanotubes manufactured by anodization of Ti thin films for on-chip Li-ion 2D microbatteries,” Electrochimica Acta, vol. 54, no. 17, pp. 4262–4268, 2009.
- W.-H. Ryu, D.-H. Nam, Y.-S. Ko, R.-H. Kim, and H.-S. Kwon, “Electrochemical performance of a smooth and highly ordered TiO2 nanotube electrode for Li-ion batteries,” Electrochimica Acta, vol. 61, pp. 19–24, 2012.
- A. Ghicov, S. P. Albu, J. M. Macak, and P. Schmuki, “High-contrast electrochromic switching using transparent lift-off layers of self-organized TiO2 nanotubes,” Small, vol. 4, no. 8, pp. 1063–1066, 2008.
- A. Ghicov, M. Yamamoto, and P. Schmuki, “Lattice widening in niobium-doped TiO2 nanotubes: efficient ion intercalation and swift electrochromic contrast,” Angewandte Chemie—International Edition, vol. 47, no. 41, pp. 7934–7937, 2008.
- J.-H. Kim, K. Zhu, Y. Yan, C. L. Perkins, and A. J. Frank, “Microstructure and pseudocapacitive properties of electrodes constructed of oriented NiO-TiO2 nanotube arrays,” Nano Letters, vol. 10, no. 10, pp. 4099–4104, 2010.
- M. Salari, K. Konstantinov, and H. K. Liu, “Enhancement of the capacitance in TiO2 nanotubes through controlled introduction of oxygen vacancies,” Journal of Materials Chemistry, vol. 21, no. 13, pp. 5128–5133, 2011.
- I. Paramasivam, J. M. Macak, A. Ghicov, and P. Schmuki, “Enhanced photochromism of Ag loaded self-organized TiO2 nanotube layers,” Chemical Physics Letters, vol. 445, no. 4–6, pp. 233–237, 2007.
- J. M. Macak, P. J. Barczuk, H. Tsuchiya et al., “Self-organized nanotubular TiO2 matrix as support for dispersed Pt/Ru nanoparticles: enhancement of the electrocatalytic oxidation of methanol,” Electrochemistry Communications, vol. 7, no. 12, pp. 1417–1422, 2005.
- Y.-Y. Song, Z.-D. Gao, and P. Schmuki, “Highly uniform Pt nanoparticle decoration on TiO2 nanotube arrays: a refreshable platform for methanol electrooxidation,” Electrochemistry Communications, vol. 13, no. 3, pp. 290–293, 2011.
- O. K. Varghese, D. Gong, M. Paulose, K. G. Ong, E. C. Dickey, and C. A. Grimes, “Extreme changes in the electrical resistance of titania nanotubes with hydrogen exposure,” Advanced Materials, vol. 15, no. 7-8, pp. 624–627, 2003.
- S. Mahshid, C. Li, S. S. Mahshid et al., “Sensitive determination of dopamine in the presence of uric acid and ascorbic acid using TiO2 nanotubes modified with Pd, Pt and Au nanoparticles,” Analyst, vol. 136, no. 11, pp. 2322–2329, 2011.
- Z.-Q. Lin, Y.-K. Lai, R.-G. Hu, J. Li, R.-G. Du, and C.-J. Lin, “A highly efficient ZnS/CdS@TiO2 photoelectrode for photogenerated cathodic protection of metals,” Electrochimica Acta, vol. 55, no. 28, pp. 8717–8723, 2010.
- Y. K. Lai, L. X. Lin, F. Pan et al., “Bioinspired patterning with extreme wettability contrast on TiO2 nanotube array surface: a versatile platform for biomedical applications,” Small, vol. 9, no. 17, pp. 2945–2953, 2013.
- Y. K. Lai, F. Pan, C. Xu, H. Fuchs, and L. F. Chi, “In situ surface-modification-induced superhydrophobic patterns with reversible wettability and adhesion,” Advanced Materials, vol. 25, no. 12, pp. 1682–1686, 2013.
- J. M. Macak, C. Zollfrank, B. J. Rodriguez et al., “Ordered ferroelectric lead titanate nanocellular structure by conversion of anodic TiO2 nanotubes,” Advanced Materials, vol. 21, no. 30, pp. 3121–3125, 2009.
- Y. Xin, J. Jiang, K. Huo, T. Hu, and P. K. Chu, “Bioactive SrTiO3 nanotube arrays: strontium delivery platform on Ti-based osteoporotic bone implants,” ACS Nano, vol. 3, no. 10, pp. 3228–3234, 2009.
- K. Yasuda and P. Schmuki, “Formation of self-organized zirconium titanate nanotube layers by alloy anodization,” Advanced Materials, vol. 19, no. 13, pp. 1757–1760, 2007.
- Y. Yang, X. Wang, C. Zhong, C. Sun, and L. Li, “Ferroelectric PbTiO3 nanotube arrays synthesized by hydrothermal method,” Applied Physics Letters, vol. 92, no. 12, Article ID 122907, 2008.
- J. Zhang, X. Tang, and D. Li, “One-step formation of crystalline TiO2 nanotubular arrays with intrinsic p-n junctions,” Journal of Physical Chemistry C, vol. 115, no. 44, pp. 21529–21534, 2011.
- R. Daghrir, P. Drogui, and D. Robert, “Modified TiO2 for environmental photocatalytic applications: a review,” Industrial & Engineering Chemistry Research, vol. 52, no. 10, pp. 3581–3599, 2013.
Copyright © 2013 Jian-Ying Huang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.