Structure and Photoluminescence of WO3-x Aggregates Tuned by Surfactants

The optoelectronic properties of transition metal oxide semiconductors depend on their oxygen vacancies, nanostructures and aggregation states. Here, we report the synthesis and photoluminescence (PL) properties of substoichiometric tungsten oxide (WO3-x) aggregates with the nanorods, nanoflakes, submicro-spherical-like, submicro-spherical and micro-spherical structures in the acetic acid solution without and with the special surfactants (butyric or oleic acids). Based on theory on the osmotic potential of polymers, we demonstrate the structural change of the WO3-x aggregates, which is related to the change of steric repulsion caused by the surfactant layers, adsorption and deformation of the surfactant molecules on the WO3-x nanocrystals. The WO3-x aggregates generate multi-color light, including ultraviolet, blue, green, red and near-infrared light caused by the inter-band transition and defect level-specific transition as well as the relaxation of polarons. Compared to the nanorod and nanoflake WO3-x aggregates, the PL quenching of the submicro-spherical-like, submicro-spherical and micro-spherical WO3-x aggregates is associated with the coupling between the WO3-x nanoparticles and the trapping centers arising from the surfactant molecules adsorbed on the WO3-x nanoparticles.


Introduction
Tungsten oxides are important semiconductor materials. Since their excellent physical and chemical properties are linked to the size, oxygen vacancies, nanostructures and aggregation states, it is still a significant challenge to tune their structures and properties [1,2]. When inorganic nanomaterials are synthesized in solutions, surfactants are universally used to tune their structures by adjusting the aggregation of nanocrystals [3][4][5][6]. For example, the In 2 O 3 nanodots are aggregated into nanoflowers depending on myristic acid [6]. Furthermore, the studies indicate that some properties of the aggregated materials (e.g., carrier transport and photoluminescence) strongly depend on the coupling separation between the nanocrystals [5,7], which are related to the lengths of the surfactant molecules [8][9][10]. In other words, surfactants play important roles in tuning the aggregated nanomaterials' structures and properties. In a solution containing the surfactants, there are attraction and repulsive interactions between the nanocrystals. The attraction interactions (i.e., dipole-dipole and van der Waals interactions) promote the aggregation between the nanocrystals, while the repulsive interactions (e.g., steric and electrostatic repulsion forces) hinder the aggregation [3,11]. Due to the strong attraction interactions, the nanocrystals are aggregated together [11]. Therefore, tuning of the aggregation process weakens the attractions by the introduction of the surfactants. This paper explores the tuning of the structures and photoluminescence (PL) properties of substoichiometric tungsten oxide (WO 3-x , 2 < x < 3) aggregates through adjusting the aggregation process using the solvothermal synthesis technique.
Compared to stoichiometric tungsten oxides (WO 3 and WO 2 ), the WO 3-x nanomaterials have fascinating luminescent and catalytic properties, which are related to the aggregation and the defect levels formed by the oxygen vacancies [12][13][14][15][16][17]. In other words, the WO 3-x materials are becoming the important semiconductor materials for optoelectronic and catalytic applications. Therefore, the WO 3-x materials have attracted considerable attention and great efforts contribute to the foundation and application studies in recent years [14,15,[17][18][19][20][21].
Various WO 3-x nanostructures (e.g., films, nanowires, nanodots and hybrid nanostructures) have been fabricated using physical and chemical methods [12,14,[19][20][21]. In particular, the WO 3-x nanomaterials are universally synthesized in different solvents using the solvothermal method [22]. It is well known that various WO 3-x nanostructures are made up of nanoparticles, i.e., the WO 3-x nanostructures can be tuned by adjusting the aggregation of the WO 3-x nanoparticles. The early studies indicate that the aggregation of the WO 3-x nanoparticles is indeed tuned by the surfactants [23,24]. However, the mechanism has not been well understood because the repulsion effects caused by the surfactants involve the lengths, adsorption, compress, etc. of the surfactant molecules [25]. In this paper, the special surfactants (i.e., butyric acid and oleic acid) were employed to tune the structures of the WO 3-x aggregates, respectively. Based on the osmotic potential of polymers, the effects of the surfactants on the aggregation of the WO 3-x nanoparticles are analyzed. Furthermore, the PL properties of the WO 3-x aggregates were studied.

Materials
In the process of synthesizing the WO 3-x aggregates, the WCl 6 powder, acetic, butyric and oleic acids were used as the precursors. Among these precursors, the WCl 6 powder (99%) was supplied by Yanyu (Shanghai) Chemical Agent Co., Ltd.) and all the carboxylic acids including acetic acid (≥99.8%), butyric acid (99%) and oleic acid (chemical grade) were provided by Shanghai Macklin Biochemical Technology Co., Ltd. (Shanghai, China). The previous studies indicate that the metal acetate was used to fabricate the corresponding metal oxide nanocrystals [6]. Here, the WCl 6 powder and acetic acid was used to synthesize the WO 3-x nanocrystals, and the butyric and oleic acids were used as the surfactants to tune the structure of the WO 3-x aggregates, respectively.

Synthesis
Due to differences in the viscosity of different carboxylic acids, the acetic acid and surfactant were mixed in a 100 mL Teflon-lined autoclave by magnetic stirring for 30 min to ensure the uniformity of the solution. After the WCl 6 powder was poured into the solution, the solution was further stirred magnetically for 30 min, and then the autoclave was encapsulated in a stainless tank. In a heating furnace, the tank was heated to 120 • C iñ 60 min and maintained for 12 h at this temperature. The loose WO 3-x agglomerate was obtained at room temperature by centrifugal precipitation and drying treatment for 12 h at 50 • C. Furthermore, the agglomerate was ground into the powder to use for further characterizations. Different WO 3-x samples were synthesized in the experiments and the synthesis conditions are summarized in Table 1.

Characterization and PL Measurement
The phases and composition of the as-synthesized WO 3-x aggregates are determined according to the data recorded in a TTRAX3 X-ray diffractometer (XRD) using a Cu Kα radiation with a wavelength of 0.154 nm and a Horiba Scientific LabRAM HR evolution Raman spectrometer under irradiation of the 532 nm line of a semiconductor laser, respectively. The binding states of elements were analyzed depending on the data obtained from an ESCALAB 250 X-ray photoelectron spectroscopy (XPS) equipped with an Al Kα X-ray source. The studies on the surface morphology and microstructures were carried out in an S-4800 field emission scanning electron microscope (FESEM) (operated at 5 kV) and a TECNAI G 2 F30 high-resolution transmission electron microscope (TEM) (operated at 300 kV), respectively.
At room temperature, the PL emission from the as-synthesized aggregates was measured in the Horiba Scientific LabRAM HR evolution Raman spectrometer under irradiation of the He-Cd laser with a wave length of 325 nm and~1 µm diameter of laser beam. During the PL measurement, the power of laser and the acquisition time were set to 6.8 mW and 30 s, respectively.

Phases and Composition
The phases and composition of the as-synthesized WO 3-x aggregates are determined by the XRD and Raman results. The XRD patterns of samples A-D are presented in Figure 1 and the phases corresponding to the peaks are summarized in Table 2. According to the data in Table 2, the as-synthesized materials are the WO 3-x materials composed of the W 19 O 55 , WO 2.92 and W 18 O 49 phases. Furthermore, Figure 1 indicates that the strongest peaks in Figure 1b become wide compared to the strongest peak in Figure 1a. In other words, the size of WO 3-x nanoparticles synthesized in the solution containing the surfactant becomes small.   Figure 1a,b.

Phase
Peak JCPDS The Raman spectra presented in Figure 2 further evidence that the as-synthesized materials are the WO 3-x aggregates. To clearly distinguish the Raman peaks, the Raman spectra in Figure 2a are deconvoluted and the results are presented in Figure 2b−f. In Table 3, the deconvoluted Raman peaks are assigned and summarized. Depending on the studies [26], the Raman peaks at 835−859 cm −1 may result from the vibration modes of different W−O bonds.   [13,28] Furthermore, the Raman peaks in a range of 200−400 cm −1 are associated with the vibration of W 5+ −O bonds, which indicate the formation of the WO 3-x aggregates [29]. In addition, the studies indicate that the Raman spectrum of pure WO 3 shows the sharp characteristic peaks at about 806, 716, 326 and 272 cm −1 , while the spectra of WO 3-x exhibit the wide peaks at these positions and some new peaks due to the distortions in the crystalline structure [30]. According to the studies [30], the Raman peaks in Figure 2 further address that the as-synthesized materials are the WO 3-x aggregates.

Binding States of Elements
The XPS spectra are usually used to analyze the binding states of elements. The XPS survey spectra presented in Figure 3 indicate that the as-synthesized aggregates contain the W, O and C elements. In order to confirm the binding states of these elements, a XPSPEAK 41 analysis software was used to deconvolute the W 4f, O 1s and C 1s XPS spectra after Shirley background subtraction. The results are presented in Figure 4 and the deconvoluted peaks are summarized in Table 4.   The appearance of the XPS peaks related to W 5+ indicates the formation of the WO 3-x structure and the creation of oxygen vacancies [16]. Furthermore, the O 1s XPS spectra confirm the presence of oxygen vacancies, and the carboxyl acid molecules are adsorbed on the surfaces of the WO 3-x aggregates and they are bonded on the surface in the bidentate interaction modes [35].
According to Figure 4f-j, the areas of O L , O V and O C peaks are obtained and they are summarized in Table 5. Referring to Ref. [36], the coverage ratios of the oxygen vacancies on the sample surfaces (i.e., the area ratio R of O V peak to the area sum of O L and O V peaks) are calculated and the results are shown in Table 5. The studies indicate that the insulativity of metal oxides is enhanced by the reduction of oxygen vacancies [37]. In other words, the conductivity is enhanced by the oxygen vacancies. Based on the relation of the conductivity with the oxygen vacancies, the data in Table 5 indicate that the conductivity of sample B is high compared to sample A. Furthermore, the conductivity of samples C and D reduces compared to sample B. However, the conductivity of sample E becomes higher than sample B. The change in the conductivity may originate from the structural conversion of the WO 3-x aggregates and the amount of carboxylic acid as well as the lengths of carboxylic acid molecules. The SEM images (see Figure 5) indicate that the structures of samples A and B convert from the nanorods and nanoflakes to the aggregates of the nanoparticles. As a result, the surface area of sample B is enhanced to increase the oxygen vacancies. Compared to sample B, Table 1 indicates that the amount of butyric acid increases for sample C, which implies that more butyric acid molecules adsorb on the surface of the WO 3-x nanoparticles to increase the insulativity. Therefore, the conductivity is reduced. When sample D was synthesized, oleic acid was employed. Due to the long chain of an oleic acid molecule, the insulativity of sample D is enhanced to reduce the conductivity. For sample E, much oleic acid was used. The high viscosity of oleic acid leads to the reduction of the oleic acid molecules adsorbed on the WO 3-x nanoparticles (see the analyses in Section 3.4). As a consequence, the conductivity is increased.

Morphology and Microstructure
The morphologies of the as-synthesized WO 3-x aggregates are presented in Figure 5. Figure 5a exhibits that sample A contains the nanoflakes and nanorods as well as some aggregated nanoparticles, which indicate that the WO 3-x nanoparticles are aggregated in an oriented mode in acetic acid solution.
Figure 5b−e exhibit the mixture of the submicro-spherical-like, submicro-spherical and micro-spherical structures mixed with the aggregated nanoparticles, respectively. These indicate that the aggregation of the WO 3-x nanoparticles is changed by the butyric acid or oleic acid, i.e., they are aggregated in a disoriented mode, but the aggregation is related to the amount of the surfactants. From Figure 5b−e, one can see that the increase in the amount of butyric acid leas to the structural conversion from submicro-spherical-like to submicro-spherical shapes, while the enhancement of oleic acid results in the change from micro-spherical to submicro-spherical-like shapes.
The microstructures of samples A, B and D are revealed in Figures 6-8. The highresolution TEM images presented in Figure 6 indicate that the nanoflake, nanorod and nanoparticle in sample A are well crystalized. After the thickness of five crystal planes are measured using digital micrograph software, the lattice distances of the nanoflake, nanorod and nanoparticle are obtained.  The TEM images in Figure 7 indicate that the WO 3-x aggregates in sample B are the submicro-spherical-like structure mixed with some nanorods. Similar to Figure 6, the thickness of ten or five crystal planes are measured using digital micrograph software.

Aggregation of WO 3-x Nanoparticles in Acetic Acid
In an earlier paper [13], the formation of the WO 3-x nanoparticles in acetic acid was studied, which involves the WCl 6 −CH 3 CO 2 H reaction and the condensation reaction. The WCl 6 −CH 3 CO 2 H reaction leads to the formation of tungsten acetate, and the further condensation reaction of tungsten acetate forms the WO 3-x nanoparticles. In acetic acid solution, the WO 3-x nanoparticles are covered by the acetic acid molecules. As a result, the WO 3-x nanoparticles experience a quenching for a long time to form the WO 3-x nanocrystals (NCs). The XPS results indicate the adsorption of the acetic acid molecules on the surfaces of the WO 3-x NCs, which indicates that a protecting layer is formed to prevent the aggregation of the WO 3-x NCs [38]. However, the adsorption is reversible due to the low molecular weight of acetic acid [25,39]. In other words, some acetic acid molecules can be desorbed from the WO 3-x NCs. Due to the anisotropy of the WO 3-x NCs, the acetic acid molecules coordinated with the tungsten atoms are changed to selectively adsorb on the special crystal planes [40]. As a result, a strong dipole−dipole interaction occurs between the WO 3-x NCs. The directionality of the dipole−dipole interaction leads to the aggregation of the WO 3-x NCs along a direction to form the nanorods [11]. As for the formation of the WO 3-x nanoflakes, it is related to the gas-liquid interface formed by acetic acid. Due to Brownian motion, some WO 3-x NCs move to the gas-liquid interface. Some acetic acid molecules adsorbed on the upper and side surfaces of the WO 3-x NCs on the interface are desorbed. As a result, the strong dipole−dipole interaction between the WO 3-x NPs leads to the aggregation [11]. During the aggregation, the WO 3-x NCs are still constrained on the interface. Finally, the aggregation results in the formation of the WO 3-x nanoflakes.

Aggregation under Surfactants
After the surfactant (i.e., butyric acid or oleic acid) is added, it leads to the WO 3-x nanoparticles' size, motion and distribution changes. At the same time, the addition of the surfactant results in the change of the viscosity of the solution. These changes further cause the change in the aggregation process of the WO 3-x nanoparticles.

Changes in size, motion and distribution of WO 3-x nanoparticles
In the nucleation process, the surfactant molecules are adsorbed on the surfaces of the WO 3-x nuclei. Unlike the acetic acid molecules, the surfactant molecules have a high molecular wight, which lead to a relatively irreversible adsorption [25,39]. As a result, the nucleation rate is enhanced according to Gibbs equation and energy barrier for nucleation described below. The Gibbs equation is expressed by: where γ, Γ i and µ i represent the surface tension, the superficial adsorption concentration and chemical potential of the adsorbed species i [41], respectively. The nucleation energy barrier ∆G crit is expressed by: where R, T, S and V m are universal gas constant, temperature, the supersaturation and the molar volume of monomers [41], respectively. Based on Equations (1) and (2), the adsorption of the surfactant molecules reduces the surface tension, which further lowers the nucleation energy barrier and enhances the nucleation rate. At the same time, the surfactants molecules adsorbed on the surfaces of the WO 3-x nuclei form the surfactant layers to prevent their aggregation and growth. After these nuclei experience quenching in the solution, they are formed into irregular crystal nanodots (CNDs) with a small size, which are evidenced by the TEM results. Here, we should note that the size refers to the size of the WO 3-x CNDs without the surfactant layers. Due to the attachment of the surfactant layers on the WO 3-x CNDs, the size of the WO 3-x CNDs becomes relatively large due to the long carbon chain of the surfactant molecules. In addition, the surfactants result in the increase in the viscosity η of the solution, which can be addressed by the early studies [42]. In Ref. [42], the results indicate that the viscosity of a mixture composed of an organic compound with high viscosity (e.g., ethanol, butanol or octanol) and another organic compound with low viscosity (e.g., propylamine) reduces with the increase in the mole fraction of the compound with low viscosity. In other words, the viscosity of the mixtures increases with the increase in the mole fraction of the compound with high viscosity. Due to the relation of mole fraction x with volume v (x = ρv/M, where ρ and M are the density and molar mass), the viscosity of the mixtures increases with the increase in the volume of the compound with high viscosity. The viscosity of acetic, butyric and oleic acids at 20 • C is 1.23, 1.54 and 34.8 mPa·s [43,44], respectively. According to these data, the viscosity of the solutions increases with the increase in the volume of the surfactants. Therefore, the introduction of the surfactant leads to the change in the motion of the WO 3-x CNDs. The relation of diffusion coefficient D diff with the radius of particle r and viscosity η is: where k B is Boltzmann's constant [22]. According to Equation (3), the diffusion coefficient is reversely proportional to the radius of particle and the viscosity of solution. Therefore, the motion of the WO 3-x CNDs becomes slow in the solution. In other words, the aggregation of the WO 3-x CNDs takes place in the interior of the solution. Because the formation of the WO 3-x CNDs originates from the WCl 6 −CH 3 COO reaction, the slow speed of the WO 3-x CNDs makes them located in the reaction region, i.e., their distribution in the solution is nonuniform.

Aggregation of WO 3-x nanoparticles
Unlike the aggregation of the WO 3-x NCs in acetic acid, the WO 3-x CNDs are aggregated into the submicro-spherical-like, submicro-spherical and micro-spherical structures under the surfactants (Figure 5), which are related to the repulsion interactions between the WO 3-x CNDs and the property of solution. In this section, the aggregation under the surfactants is analyzed.
For the convenience of analysis, the WO 3-x CNDs are considered to be a spherical structure and the surfactant molecule is represented by a bending line, which are presented in Figure 9. Due to Brownian motion, the surfactant layers are overlapped when two WO 3-x CND approach. As a result, the increased concentration of the surfactant tails in the overlap region increases osmotic pressure, generating steric repulsion [25,45]. The theoretical studies indicate the osmotic potential V Osm is related to the thickness of the polymer layer and the volume fraction of polymer molecules in the layer [46], which is expressed by: where a, l, d and ∅ p represent the radius of a particle, the thickness of polymer layer, the distance between the particles and the effective volume fraction of polymer molecules in the polymer layer, respectively, and v 1 and χ correspond to the volume of one solvent molecule and the Flory-Huggins solvency parameter, respectively. Here, ∅ p depends on the concentration of surfactant tails in the overlap region of the surfactant layers [25]. Form Equations (5) and (6), we obtain: According to Equations (7) and (8), the steric repulsion increases with the thickness of the surfactant layers and the number of the surfactant tails in the overlap region. If the surfactant layers are thin, the steric repulsion is increased by increasing the amount of the surfactants.
In the initial process of aggregation, the distribution of the WO 3-x CNDs in the reaction region is nonuniform. Due to long chains of the surfactant molecules, the diffusion is slow. As a result, a number of the WO 3-x CNDs are partly covered by the surfactant molecules and others are completely capped, which are shown in Figure 10a. Under the attraction interactions, the WO 3-x CNDs are aggregated in an irregular structure (Figure 10a). With the progress of aggregation, the surfactant molecules gradually come into the irregular structure through diffusion and are adsorbed on the WO 3-x CNDs ( Figure 10b). As shown in Figure 10b, the concentration of the surfactant tails around the WO 3-x CNDs increases, which leads to the enhancement of the steric repulsion [25]. In this situation, the attraction interactions between the WO 3-x CNDs are gradually weakened to tune the aggregation process. If the steric repulsion cannot balance the attraction interactions, the WO 3-x CNDs are aggregated, but the arrangement of the WO 3-x CNDs is tuned due to the presence of the steric repulsion (Figure 10b). Depending on the steric repulsion, different WO 3-x CNDs form the submicro-spherical-like or submicro-spherical and micro-shperical structures to reduce the surface energy, which are shown in Figure 10b,c. Due to the short chain of the butyric acid molecule (~0.6 nm) compared to an oleic acid molecule (~2.5 nm) [10], the butyric acid molecules form thin surfactant layers on the WO 3-x CNDs. With the increase in the amount of butyric acid, the steric repulsion is enhanced. As a result, the aggregation is further tuned and the structure coverts from the submicro-spherical-like to submicro-spherical shapes (Figure 10b,c). These are the reasons why Figure 5b,c present the submicro-spherical-like and submicro-spherical WO 3-x aggregates. For oleic acid, the long chain of molecules results in the formation of the thick surfactant layers on the WO 3-x CNDs, which generates a strong steric repulsion [47]. Furthermore, the separation between the WO 3-x CNDs is increased. Consequently, the WO 3-x CNDs are easily rearranged in a large region to form the micro-spherical structure. Therefore, Figure 5d shows the spherical structure with a micron size.
With the increase in the amount of oleic acid in the solution, the viscosity of the solution is enhanced, which leads to a low diffusion speed of the oleic molecules. As a result, there are a small number of the oleic acid molecules to adsorb on the WO 3-x CNDs. When both the WO 3-x NPs approach, there are few of the oleic tails between the WO 3-x CNDs. Based on Equation (5), the steric repulsion is weak, which results in the aggregation of the WO 3-x CNDs. Simultaneously, some oleic acid molecules adsorbed on the WO 3-x NPs are deformed by compression during the aggregation [5]. This further shortens the separation between the WO 3-x NPs and improves the attraction interactions. In this case, the WO 3-x CNDs are aggregated into the submicro-spherical-like structure, which is confirmed by Figure 5e.

PL Property
The PL spectra presented in Figure 11 address the PL properties of the as-synthesized WO 3-x aggregates. From Figure 11a, one can see that the PL emission from samples B−E exhibits the PL quenching. To confirm the PL bands, a Labspec 5 software was used to fit the PL spectra of samples A, B and D after linear background subtraction. Figure 11a indicates that the PL spectra of samples C and E are similar to the PL spectra of samples B and D, respectively. Here, the PL spectra of samples A, B and D as the typical PL spectra are fitted. The fitted PL peaks are respectively presented in Figure 11b−d, which indicate that the as-synthesized WO 3-x aggregates emit ultraviolet (UV), blue, green, red and near-infrared (NIR) light.
In the early work [22], the studies on the PL emission from the WO 3-x nanomaterials indicate that the PL emission is related to the band-band transition and the defect levellevel transition. The oxygen vacancies in the WO 3-x materials form three defect states including the neutral (V 0 O ), single charged (V + O ) and doubly charged (V 2+ O ) states [16]. In the electronic structure, the V 0 O and V 2+ O states form the resonant state levels in the valence and conduction bands, and the V + O state form a level in the bandgap [16]. Therefore, different transitions give rise to different PL emissions.
According to the early studies [22], the UV emission (384−389 nm) is attributed to the recombination between the electron occupying the resonant defect state in the conduction band and the hole in the valence band, and the blue emission (420−433 nm) can be attributed to the band−band transition. For the transitions related to defect levels, the transition from V + O to V 0 O leads to the green emission (566−576 nm) and the transitions from  Compared with Figure 11b, Figure 11c,d exhibit new PL bands at~680 and 685 nm, which may be related to the coupling between the WO 3-x CNDs [5]. The aggregation indicates the occurrence of the coupling between the neighboring WO 3-x CNDs depending on their separation. In the solution containing the surfactant, the short carbon chain (~0.6 nm) of the butyric acid molecule easily causes the coupling between the WO 3-x CNDs [5,10]. For the oleic acid molecules, the long carbon chain (~2.5 nm) should prevent the coupling [10]. However, their deformation reduces the separation between the WO 3-x CNDs [5]. As a result, coupling can occur between the WO 3-x CNDs. The coupling can form a new level in the bandgap of the WO 3-x materials [5], which generates the PL emission at about 680 and 685 nm.
The PL quenching shown in Figure 11a can originate from the coupling between the WO 3-x CNDs and the trapping centers arising from the surfactant molecules. Due to the coupling between the WO 3-x CNDs, the charge transfer occurs between the WO 3-x CNDs [5], which reduces the recombination probability of the photogenerated electrons and holes to decrease the PL emission. The XPS results indicate that the carboxylic acid molecules coordinate with the WO 3-x CNDs in bidentate mode. The bidentate structure can trap the photogenerated electrons to quench PL emission [48]. When the PL emission was measured, the irradiation of laser results in the desorption of the residual acetic acid molecules due to small molecular wight, while the butyric and oleic acid molecules are not easily desorbed. As a result, the trapping centers in sample A are reduced and sample A generates strong PL emission (see Figure 11a). Compared with the PL spectra of samples B and D in Figure 11a, the PL intensity of sample D is weaker than that of sample B. This may be related to their aggregation. From Figure 5, one can see that sample D is composed of the micro-spheres, which imply that there are a number of trapping centers. Thus, Figure 11a shows that the PL emission from sample D is weak compared to sample B. Figure 5c,e indicate that there is a small difference in the morphologies of samples C and E, i.e., they may have almost the same amount of trapping centers. Therefore, the PL intensity of sample C is almost the same as that of sample E.

Conclusions
In summary, the WO 3-x materials with different structures were synthesized under the butyric or oleic acid surfactants. The results indicate that the WO 3-x CNDs can be aggregated into the submicro-spherical-like, submicro-spherical or micro-spherical aggregates depending on the steric repulsion of butyric acid or oleic acid, which are related to their amount employed in the process of syntheses. In other words, the increase in the amount of butyric acid leads to the conversion of submicro-spherical-like to submicro-spherical WO 3-x aggregates, while the increased oleic acid causes the change in the micro-spherical to submicro-spherical-like conversion of the WO 3-x aggregates. Based on the analyses on the osmotic potential of polymers, the structural conversion of WO 3-x aggregates originates from the change in the steric repulsion caused by the surfactant layers, the adsorption and deformation of surfactant molecules on the WO 3-x CNDs. Furthermore, the PL properties of the WO 3-x aggregates were studied. The WO 3-x aggregates generate the UV, blue, green, red and NIR PL emission, which are related to the inter-band transition and defect level-associated transition as well as the relaxation of polarons caused by the coupling of lattice distortion with carries. The PL quenching of the submicro-spherical-like, submicrospherical and micro-spherical WO 3-x aggregates are associated with the coupling between the WO 3-x CNDs and the trapping centers originating from the surfactant molecules on the WO 3-x CNDs. Our achievements can effectively tune the structure of WO 3 -based nanomaterials and contribute to the development of next-generation optoelectronic nanodevices.