Abstract
Detecting the composition and concentration of SF6 decomposition products is an effective method to evaluate the state of gas-insulated switchgear. Based on density functional theory, in this work we investigated the adsorption properties of four typical SF6 decomposition products (H2S, SO2, SOF2, SO2F2) on an SnS2 S vacancy structure (SnS2-Sv) and SnS2 edge structure (SnS2-edge). By calculating the adsorption energy, charge transfer, and comparing the density of states (DOS) of each system before and after the adsorption of gas molecules, the physical and chemical interactions between SnS2 with different structures and gas molecules were investigated. The results show that SnS2-Sv has the largest adsorption energy for SO2 and has obvious chemical interactions. The S vacancy can effectively capture an O atom in SO2, causing SO2 to firmly adsorb in the S vacancy. In addition, the adsorption of the four gases on the SnS2-edge is physical adsorption, in which the 50% S edge structure has the largest adsorption energy for H2S, reaching −0.52 eV, and there is also a large charge transfer between the 50% S edge structure and H2S. Although the adsorption energy of SnS2-edge to the four gases is smaller than SnS2-Sv, it is still greater than the pristine SnS2. This paper explores the adsorption properties of SnS2-Sv and SnS2-edge for SF6 decomposition products, providing insights for the development of SnS2-based gas sensors.
1. Introduction
In the power industry, sulfur hexafluoride (SF6) gas is a kind of insulating medium with good insulation performance and arc extinguishing performance, which has been widely used in gas insulating equipment. However, in practical engineering applications, there are inevitably some insulation defects in electrical equipment, such as metal burr, suspended conductive particles, etc. These defects will cause partial discharge1,2 or partial overheating inside the equipment, which will lead to the decomposition of SF6 gas and generate a series of low-fluoride sulfides (SFx, x = 1–5). These low-fluoride sulfides easily react with microwater and micro-oxygen to produce HF, H2S, SO2, SOF2, SO2F2, and other gases.3−6 These gases have a strong corrosive effect on the insulating materials or metal materials inside the equipment, which will accelerate the deterioration of insulation and eventually lead to the sudden breakdown of the equipment. Thus, the monitoring of SF6 typical decomposition products can effectively carry out incipient fault diagnosis and ensure the stable operation of electrical equipment.
The carrier migration and heat diffusion of two-dimensional materials, such as graphene,12−14 transition metal dichalcogenides (TMDCs),15,16 MXenes,17,18 hexagonal boron nitride,19,20 etc., are confined to the two-dimensional plane,7−11 which makes these materials exhibit many strange properties. Among them, TMDCs are MX2-type two-dimensional materials, where M is the transition metal (Mo, W, etc.) and X is the chalcogen (S, Se, Te). TMDCs are generally layered materials, and each layer of the repeating unit contains a layer of transition metal, which is added between two layers of S (Se, Te) atoms. The band gap of many TMDCs is in the range of 1–2 eV and increases as the number of layers decreases. When the number of layers is reduced to a monolayer, the band structure also changes from the indirect band gap to the direct band gap. The unique band structure makes them very promising electronic and optical materials used in many precision devices. In addition, in the field of gas sensing, TMDCs have also received extensive attention due to their outstanding performance. The few-layer MoS2 nanosheets (FLMNs) prepared by mechanical exfoliation have excellent response and recovery performance to NO2 gas at room temperature.21 Some scholars have also successfully prepared a low-cost and efficient NH3 gas sensor by using inkjet printing with high-concentration aqueous dispersion of MoS2.22 The WS2 nanoflake-based sensor shows an excellent response and good selectivity to NH3 at room temperature,23 and the response will increase with the increase of humidity in the air. In theoretical calculation, some scholars found that MoTe2 had selectivity and sensitivity to SO2 in SF6 decomposition products based on first-principles calculation.24 In addition, other MX2-types of TMDCs also have excellent performance, such as SnS2. SnS2 shows an excellent two-dimensional structure, with a band gap of 1.8 eV, an outstanding carrier mobility of 50 cm2 V–1 s–1, and a high on/off ratio, which has great application prospects in field-effect transistors.25,26 In the field of gas sensing, some scholars use the liquid exfoliation method to detect low concentrations of the NO gas.27 Other scholars prepared SnS2 by the high-energy ball-milling (HEBM) method with extremely high response to NO2 gas and reasonable response/recovery time.28 The above research results indicate that SnS2 has potential as a gas-sensing material.
Under normal circumstances, in the exfoliation process of a monolayer, it will inevitably cause atomic detachment and form some vacancies, and these vacancies will significantly change the electronic properties of the material surface, enhance the chemical reaction, and improve its adsorption performance to gas molecules.29−32 According to current reports, the chalcogen vacancies are the most easily formed defect.33,34 In addition, some scholars have studied the interaction between the edge structure of TMDCs and gas molecules and found that the edge structure of TMDCs can also effectively improve the adsorption performance of gas molecules.35 Therefore, based on density functional theory, this work establishes the most stable adsorption model of H2S, SO2, SOF2, and SO2F2, on SnS2-Sv and SnS2-edge. We comprehensively investigated the interaction behavior between different SnS2 structures and SF6 decomposition products by calculating the adsorption energy, charge transfer, density of states, charge density difference, and recovery time. This work provides a theoretical basis for the application of gas sensors based on different SnS2 structures in the detection of SF6 decomposition products.
2. Results and Discussion
2.1. Adsorption Analysis of SF6 Decomposition Products on SnS2-Sv
For TMDCs, the vacancy is usually an active site. In other words, the active site of SnS2-Sv is the S vacancy, as shown in Figure 1. Therefore, in this paper, the adsorption sites of four SF6 decomposition products on SnS2-Sv were set above the S vacancy, and the four molecules were made to approach the S vacancy from different angles. By comparing the adsorption energy, the most stable adsorption structures of the four gases on SnS2-Sv were obtained. For the H2S gas, three different initial adsorption structures can be set up, H2S placed horizontally above the S vacancy or H2S placed vertically with one of the H or S atoms placed above the S vacancy. The molecular structure of SO2 is similar to that of H2S, both of which are V-shaped, and thus, the initial adsorption structure can be set up the same as that of H2S. SOF2 gas has two initial adsorption structures, which are S atoms up/down close to S vacancies. The initial adsorption direction of SO2F2 gas includes two kinds, one is the F atom near the S vacancy and the other is the O atom near the S vacancy.
Figure 1.
SnS2-Sv structure.
The most stable adsorption structures of the four SF6 decomposition products on SnS2-Sv are shown in Figure 2, and the adsorption energy, charge transfer, and adsorption distance are shown in Table 1. H2S tends to be horizontally adsorbed to the vacancy of SnS2-Sv, where the closest distances between H and S atoms in H2S and Sn atoms in SnS2-Sv were 3.514 and 3.511 Å, respectively. It is worth noting that the six-ring (Sn–S–Sn) below the S vacancy has a large deformation after adsorbing the H2S gas, and the Sn–S bond near H2S was shortened by 0.140 Å, and the Sn–S bond far away from H2S was extended by 0.269 Å. In addition, the adsorption energy of this structure is −0.69 eV. The larger deformation and adsorption energy means that there is a stronger interaction between H2S and SnS2-Sv. Interestingly, when SnS2-Sv adsorbs SO2, SO2 will undergo a period of displacement and an O atom in SO2 will enter the S vacancy. During this process, the SO2 molecular structure also undergoes larger deformation. After the S–O bond enters the S vacancy, the bond length was stretched from 1.464 to 1.660 Å, and the bond angle of O–S–O was reduced from 119.7 to 109.3°. When the O atom enters the S vacancy, the distance to the Sn atom was only 2.458 Å. According to the displacement process of SO2 and the deformation of SO2 after entering the S vacancy, it is implied that a chemical interaction has occurred between SnS2-Sv and SO2, and SnS2-Sv can effectively capture O atoms in SO2. For SOF2 and SO2F2, the adsorption mechanism is the same as that of SO2, in which O atoms tend to be close to the S vacancy in both. The six-ring under the S vacancy also undergoes a large deformation. This deformation is the same as that of the H2S adsorption system. The S–Sn bond close to the O atom was shortened, and the S–Sn bond far away from the O atom was extended.
Figure 2.
(a) H2S adsorption system, (b) SO2 adsorption system, (c) SOF2 adsorption system, and (d) SO2F2 adsorption system.
Table 1. SnS2-Sv Adsorption Parameters.
| adsorption structure | adsorption energy (eV) | charge transfer (e) | adsorption distance (Å) |
|---|---|---|---|
| SnS2-Sv/H2S | –0.69 | 0.0379 | 3.511 (S in H2S–Sn) 3.514 (H–Sn) |
| SnS2-Sv/SO2 | –1.11 | –0.1963 | 3.545 (S in SO2–Sn) 2.458 (O–Sn) |
| SnS2-Sv/SOF2 | –0.63 | 0.0179 | 4.248 (S in SOF2–Sn) 3.236 (O–Sn) |
| SnS2-Sv/SO2F2 | –0.58 | 0.0277 | 4.198 (S in SO2F2–Sn) 3.291 (O–Sn) |
Figure 3 shows the three-dimensional model diagram of the charge density difference (CDD), which will give a deeper understanding of the charge transfer between SnS2-Sv and gas molecules. The red region is electron accumulation and the blue region is electron depletion. It is not difficult to find that the electron depletion mainly exists above H2S and above the Sn–S bond far away from H2S in the S vacancy. The electron accumulation mainly exists between the two H atoms of H2S, and partly exists above the S atoms on the surface of SnS2-Sv. The adsorption of H2S will redistribute the electron to a certain extent. For the SO2 adsorption system, the electron depletion exists on the S–O bond close to the S vacancy, which to a large extent weakens the strong interaction force between the S atom and the O atom, resulting in the extension of the S–O bond length. However, far away from the S vacancy, there is no obvious electron depletion between the O atom and the S atom, so the bond length of the S–O bond far away from the S vacancy does not change significantly. For the two gases SOF2 and SO2F2, the charge transfer mechanism is similar to the H2S adsorption system, both of which were obvious electron depletion above the Sn-n bond in the S vacancy; thus, the Sn–S bond was also extended. In summary, the electron in the four adsorption systems has been redistributed.
Figure 3.
Charge density difference of the four adsorption systems: (a) H2S adsorption system, (b) SO2 adsorption system, (c) SOF2 adsorption system, and (d) SO2F2 adsorption system (the isosurface of panels (a)–(d) is 0.005, 0.02, 0.005, and 0.005 e/Å3, respectively).
By calculating and comparing the changes of DOS before and after SnS2-Sv adsorption of the four gases, the interaction between the four gases and SnS2-Sv can be further explored. Figure 4a–d shows four adsorption systems, DOS, and PDOS (the lower part is DOS and the upper part is PDOS). In the H2S adsorption system, when SnS2-Sv adsorbs H2S, the DOS will move to the right, the peak at 1 eV disappears, and a new peak appears at −14 eV. According to PDOS, the new peak is mainly related to the H 1s orbital. Moreover, from −6 to −2 eV, the S 3p orbital and the Sn 5p orbital have different degrees of overlap, and near 3 eV, the H 1s orbital, S 3p orbital, and Sn 5p orbital were almost completely overlapped, which indicates the existence of orbital hybridization, implying a strong interaction between SnS2-Sv and H2S. In the SO2 adsorption system, when SnS2-Sv adsorbs SO2, new peaks appear at −12 and −6 eV. From −8 to −2 eV, and near the Fermi level (0 eV), the O 2p orbital, Sn 5s orbital, and Sn 5p orbital have a large area of overlap peaks, indicating that there is strong hybridization between O atoms and Sn atoms, which also supports the formation of new O–Sn bonds. Since in the adsorption mechanism of SOF2 and SO2F2 the O atom is close to the S vacancy, the hybridization between the orbitals is similar to the SO2 adsorption system. From −7 to −4 eV, the Sn 5s orbital and Sn 5p orbital overlap with the O 2p orbital; however, the area of the overlapping peaks is smaller than that of the SO2 adsorption system, therefore, the possibility of forming new chemical bonds is low.
Figure 4.

DOS and PDOS of the four adsorption systems: (a) H2S adsorption system, (b) SO2 adsorption system, (c) SOF2 adsorption system, and (d) SO2F2 adsorption system.
2.2. Adsorption Analysis of SF6 Decomposition Products on the SnS2-edge
The structure of SnS2 is the 1T type. According to recent reports on the edge structure of 1T TMDCs,36 three different edge structures have been established in this paper, as shown in Figure 5 the edge structure with 0% S covering atoms (0% S, 100% Sn); the edge structure with 50% S atom coverage (50% S, 50% Sn); the edge with a 100% S coverage structure (100% S, 0% Sn), respectively. After geometrically optimizing the three edge structures, considering the difference in the molecular structure of each gas and the difference in the three edge structures, multiple adsorption systems were established.
Figure 5.
SnS2-edge structures: (a) 0% S structure, (b) 50% S structure, and (c) 100% S structure.
Table 2 shows the adsorption energy, charge transfer, and adsorption distance of different adsorption systems. By comparing the adsorption energy in Table 2, it can be seen that among the three edge structures, the 50% S edge structure has better adsorption performance for the four gases, and the 100% S edge structure has weaker adsorption performance for the four gases than the other two edge structures. For the four gases, the adsorption performance of the three edge structures for H2S is better than for the other three gases, and the adsorption energy of the 50% S edge structure for the H2S gas is the largest, reaching −0.52 eV. In contrast, the three edge structures have weaker interactions with the two gases SOF2 and SO2F2, and the adsorption energy is not higher than −0.3 eV. When the four gas molecules are adsorbed on different edge structures, the charge transfer will be different. On the 0% S edge structure, SO2 gains electrons and the other three gases lose electrons. On the 50% S edge structure, all four gases lose electrons. On the 100% S edge structure, H2S gains electrons, and the other three gases lose electrons. Figure 6 shows the most stable adsorption structure and CDD of each adsorption system. According to the adsorption distance, it can be seen that the adsorption mechanisms of the three gases SO2, SOF2, and SO2F2 tend to be in O atoms close to the 0% S edge structure and 50% S edge structure. According to CDD, it can be seen that except for the two adsorption systems of 100% S/SOF2 and 100% S/SO2F2, all other adsorption systems have undergone electron redistribution.
Table 2. SnS2-Sv Adsorption Parameters.
| adsorption structure | adsorption energy (eV) | charge transfer (e) | adsorption distance (Å) |
|---|---|---|---|
| 0% S/H2S | –0.36 | 0.0399 | 2.745 (H–S in SnS2) |
| 0% S/SO2 | –0.34 | –0.0185 | 3.193 (O–Sn) |
| 0% S/SOF2 | –0.28 | 0.0029 | 3.490 (O–Sn) |
| 0% S/SO2F2 | –0.23 | 0.0128 | 3.264 (O–Sn) |
| 50% S/H2S | –0.52 | 0.1761 | 2.933 (S in H2S–Sn) |
| 50% S/SO2 | –0.37 | 0.0744 | 2.923 (O–Sn) |
| 50% S/SOF2 | –0.29 | 0.0221 | 2.945 (O–Sn) |
| 50% S/SO2F2 | –0.23 | 0.0440 | 3.127 (O–Sn) |
| 100% S/H2S | –0.28 | 0.0652 | 2.687 (H–S in SnS2-edge) |
| 100% S/SO2 | –0.27 | –0.0899 | 3.065 (S–S in SnS2-edge) |
| 100% S/SOF2 | –0.17 | –0.0227 | 3.270 (F–S in SnS2-edge) |
| 100% S/SO2F2 | –0.18 | –0.0009 | 3.414 (F–S in SnS2-edge) |
Figure 6.
Adsorption structure and CDD (the isosurface is 0.005 e/Å3) of the four gases on the SnS2- edge (a1–a4) 0% S structure, (b1–b4) 50% S structure, and (c1–c4) 100% S structure.
We selected three structures with the largest adsorption energy for DOS analysis, namely, H2S adsorbed on the 0% S edge structure, 50% S edge structure, and 100% S edge structure, as shown in Figure 7. After the three edge structures adsorbed H2S, the DOS did not change significantly and there were only peak height differences in some positions. For the 0% S edge structure, the Sn 5s orbital and the S 3p orbital overlap significantly from −6 to −5 eV, and the Sn 5p orbital and the S 3p orbital have peak overlaps from −3 to 0 eV. For the 50% S edge structure, the Sn 5s orbital and S 3p orbital also have a large degree of peak overlap between −6 and −5 eV, while the Sn 5p orbital and S 3p orbital have a peak overlap between −5 and 0 eV. The degree of overlap is slightly greater than the 0% S edge structure, which also proves that the adsorption energy of H2S on the 50% S edge structure is greater than the 0% S edge structure. For the 100% S edge structure, the H 1s orbital, the S 3p orbital, and the Sn 5p orbital overlap between −5 and −3 eV, and the S 3p orbital and the Sn 5p orbital overlap slightly from −2.5 to 0 eV. In general, the three edge structures mainly interact with the S atoms in H2S.
Figure 7.

DOS and PDOS of H2S adsorption systems: (a1–a2) 0% S structure, (b1–b2) 50% S structure, and (c1–c2) 100% S structure.
2.3. Comparison of the Adsorption Performance of SF6 Decomposition Products on Different Structures of SnS2
We calculated the adsorption energies of the four gases on pristine SnS2 to evaluate whether SnS2-Sv and SnS2-edge have improved adsorption properties for SF6 decomposition products. The adsorption energies of H2S, SO2, SOF2, and SO2F2 on pristine SnS2 are −0.17, −0.18, −0.16, and −0.15 eV, respectively, which are consistent with the studies of other scholars37 and also prove that our calculations are correct. Figure 8 shows the comparison of the adsorption energies of the four gases on pristine SnS2, SnS2-Sv, and SnS2-edge. It can be clearly seen that SnS2-Sv can effectively improve the adsorption performance of the four gases, especially the adsorption of SO2. SnS2-edge can also improve the adsorption performance of the four gases to different degrees. The 0% S edge structure and 50% S edge structure can effectively improve the adsorption performance of H2S and SO2, among which the 50% S edge structure has the best adsorption performance for H2S. However, the adsorption performance of the four gases with the 100% S edge structure was not significantly improved, especially for SOF2 and SO2F2. In general, SnS2-Sv and SnS2-edge are beneficial to improve the adsorption performance of SF6 decomposition products.
Figure 8.
Comparison of the adsorption performance of the four gases on different structures of SnS2.
2.4. Evaluation of the Values of SnS2-Sv and SnS2-Edge as the Gas-Sensing Material to SF6 Decomposed Products
The value of SnS2-Sv and SnS2-edge as gas-sensitive materials can be evaluated by the recovery time. The recovery time refers to the process of gas desorption from the sensor surface, which can be calculated by the van’t Hoff Arrhenius equation.38
| 1 |
where τ is the recovery time; A is the attempt frequency factor, which is about 1012 (s–1);39,40 and Eb is the potential barrier that needs to be overcome for desorption, which is equal to the negative of the adsorption energy; kB is the Boltzmann constant; and T is the thermodynamic temperature. For the SnS2-edge, the 50% S/H2S adsorption system has the longest recovery time, which is about 619 μs. The adsorption energy of other adsorption systems does not exceed −0.37 eV, so the desorption time will be shorter. For SnS2-Sv, when the SO2 adsorption system works at 298 K, the recovery time is 5.84 × 105 s, and when the temperature increases to 398 K, the recovery time is shortened to 112.54 s. In other words, when the temperature is in the range of 298–398 K, the recovery time of the SO2 adsorption system can be adjusted between different orders of magnitude, which means that SnS2-Sv is a promising gas-sensitive material for detecting SO2.
3. Conclusions
In this work, we considered the adsorption performance of SF6 decomposition products on SnS2-Sv and SnS2-edge. Based on density functional theory, we calculated the adsorption energy, charge transfer, and differential charge density, and compared the DOS before and after the adsorption of gas molecules in each system and comprehensively investigated the physical and chemical interactions between gas molecules and SnS2 with different structures. In addition, we also calculated the adsorption performance of the four gases on pristine SnS2, and compared the adsorption energy to evaluate whether the adsorption performance of SF6 decomposition products on SnS2-Sv and SnS2-edge can be improved. The results showed that the S vacancy of SnS2-Sv can effectively capture the O atoms in SO2, SOF2, and SO2F2, and SO2 will directly enter the S vacancy, causing the adsorption energy of the SO2 adsorption system reach −1.11 eV, which is greater than those of the other three gases. In addition, SnS2-Sv also has a suitable recovery time for SO2; when the temperature is 398 K, the recovery time is 112.54 s. SnS2-edge has three edge structures, which are the 0% S edge structure, 50% S edge structure, and 100% S edge structure. The three edge structures all have good adsorption properties for H2S, and there is a large charge transfer between the 50% S edge structure and H2S. However, the 100% S edge structure has weak adsorption of SOF2 and SO2F2. By comparing the adsorption energies of the four gases on SnS2-Sv, SnS2-edge and pristine SnS2, it can be found that SnS2-Sv and SnS2-edge are beneficial to improve the adsorption performance of the four gases. Our research provides insights for the further development of SnS2-based gas sensors.
4. Computational Methods
All geometric optimization and electronic calculations were based on the DMol3 package.41 The generalized gradient approximation (GGA) method and Perdew–Burke–Ernzehof (PBE) functional were used to determine the electron exchange correlation function.42,43 The double numerical polarization (DNP) was selected as the atomic orbital basis set and the DFT semicore pseudopotential (DSSP) was used to determine the relativistic effect of heavy elements.44 The DFT-D2 method was used to determine the van der Waals force and long-range interactions.45 The cutoff radius was set to 5.0 Å. For the geometric optimization of all structures, the convergence standard was set as follows: the energy difference between the two geometric optimization values was less than 1.0 × 10–5 Ha, the force of each atom was less than 0.002 Ha/Å, and the maximum displacement distance of each atom was less than 0.005 Å.
The lattice parameter of bulk SnS2 was calculated to be 3.69 Å. This is consistent with the research of other scholars.34,46 By cleaving the (0 0 1) surface of bulk SnS2, a 3 × 3 × 1 single layer SnS2 was established,47 and the vacuum layer was set at 15 Å on the z-axis to avoid the interaction between adjacent layers. To simulate SnS2 with the S vacancy, the perfect SnS2 was geometrically optimized and then an S atom was removed (including 17 S atoms and 9 Sn atoms) and geometrically optimized again. For all geometrical optimizations, the Monkhorst Pack grid k-point in the Brillouin zone was set as 4 × 4 × 1, and a more accurate k-point of 8 × 8 × 1 was set for electronic calculations.
SnS2 is a CdI2 structure (1T structure) with the corresponding space group P3̅m1, and the Sn atom is octahedrally coordinated by the S atoms. The edge structure only exists on the (1 0 0) crystal plane,36 and there are three different structures on the edge: 0% S atoms on the edge (0% S, 100% Sn), 50% S atoms on the edge (50% S, 50% Sn), and 100% S atoms on the edge (100% S, 0% Sn). For the three edge structures, the repeat unit was set as the y-axis and there were four unit cells. The vacuum layer was set as 30 and 15 Å on the x-axis, and z-axis, respectively. The Monkhorst Pack grid k-point in the Brillouin zone was set as 1 × 3 × 1, and a more accurate k-point of 1 × 5 × 1 was set for electronic calculations.
Adsorption energy was used to characterize the adsorption properties of the four gas molecules on SnS2-Sv or SnS2-edge. The calculation formula of the adsorption energy (Eads)48,49 can be defined as
| 2 |
| 3 |
where ESnS2–Sv/gas and ESnS2–edge/gas represent the total energy of the SnS2-Sv adsorbed gas molecules and the total energy of the SnS2-edge-adsorbed gas molecules. ESnS2–Sv and ESnS2–edge represent the total energy of SnS2-Sv and SnS2-edge. Egas represents the total energy of gas molecules.
The charge transfer in each adsorption system was analyzed by the Hirshfeld method,50 which is determined by the electron density.
| 4 |
Here, ρ0(r) represents the electron density in each atom’s isolated state, ∑ρ0T(r) is the sum of ρ0(r), and ρ(r) represents the electron density of the entire system. The charge transfer (QT)51 can be defined as
| 5 |
where Qafter represents the electrons of gas molecules after adsorption and Qbefore represents the electrons of gas molecules before adsorption. If the value of QT is positive, it indicates that during the adsorption process, the gas molecules lose electrons and the crystal gains electrons, and vice versa.
Acknowledgments
This work was supported by the Key Research and Development Program of Hubei Province, China (No. 2020BAA022).
The authors declare no competing financial interest.
References
- Tang J.; Liu F.; Meng Q.; Zhang X.; Tao J. Partial Discharge Recognition through an Analysis of SF6 Decomposition Products Part 2: Feature Extraction and Decision Tree-based Pattern Recognition. IEEE Trans. Dielectr. Electr. Insul. 2012, 19, 37–44. 10.1109/TDEI.2012.6148500. [DOI] [Google Scholar]
- Tang J.; Liu F.; Zhang X.; Meng Q.; Zhou J. Partial Discharge Recognition through an Analysis of SF6 Decomposition Products Part 1: Decomposition Characteristics of SF6 under Four Different Partial Discharges. IEEE Trans. Dielectr. Electr. Insul. 2012, 19, 29–36. 10.1109/TDEI.2012.6148499. [DOI] [Google Scholar]
- Sauers I.; Ellis H. W.; Christophorou L. G. Neutral Decomposition Products in Spark Breakdown of SF6. IEEE Trans. Electr. Insul. 1986, EI-21, 111–120. 10.1109/TEI.1986.348932. [DOI] [Google Scholar]
- Sauers I. By-product formation in spark breakdown of SF6/O2 mixtures. Plasma Chem. Plasma Process. 1988, 8, 247–262. 10.1007/BF01016160. [DOI] [Google Scholar]
- Derdouri A.; Casanovas J.; Grob R.; Mathieu J. Spark decomposition of SF6/H2O mixtures. IEEE Trans. Electr. Insul. 1989, 24, 1147–1157. 10.1109/14.46349. [DOI] [Google Scholar]
- Beyer C.; Jenett H.; Klockow D. Influence of reactive SFx gases on electrode surfaces after electrical discharges under SF6 atmosphere. IEEE Trans. Dielectr. Electr. Insul. 2000, 7, 234–240. 10.1109/94.841815. [DOI] [Google Scholar]
- Tan C.; Cao X.; Wu X.-J.; He Q.; Yang J.; Zhang X.; Chen J.; Zhao W.; Han S.; Nam G.-H.; Sindoro M.; Zhang H. Recent Advances in Ultrathin Two-Dimensional Nanomaterials. Chem. Rev. 2017, 117, 6225–6331. 10.1021/acs.chemrev.6b00558. [DOI] [PubMed] [Google Scholar]
- Hu S.; Zhu M. Ultrathin Two-Dimensional Semiconductors for Photocatalysis in Energy and Environment Applications. ChemCatChem 2019, 11, 6147–6165. 10.1002/cctc.201901597. [DOI] [Google Scholar]
- Song X.; Hu J.; Zeng H. Two-dimensional semiconductors: recent progress and future perspectives. J. Mater. Chem. C 2013, 1, 2952–2969. 10.1039/c3tc00710c. [DOI] [Google Scholar]
- Wang D.; Yang A.; Lan T.; Fan C.; Pan J.; Liu Z.; Chu J.; Yuan H.; Wang X.; Rong M.; Koratkar N. Tellurene based chemical sensor. J. Mater. Chem. A 2019, 7, 26326–26333. 10.1039/C9TA09429F. [DOI] [Google Scholar]
- Wang X. H.; Wang D. W.; Yang A. J.; Koratkar N.; Chu J. F.; Lv P. L.; Rong M. Z. Effects of adatom and gas molecule adsorption on the physical properties of tellurene: a first principles investigation. Phys. Chem. Chem. Phys. 2018, 20, 4058–4066. 10.1039/C7CP07906K. [DOI] [PubMed] [Google Scholar]
- Li Y.; Xu L.; Liu H.; Li Y. Graphdiyne and graphyne: from theoretical predictions to practical construction. Chem. Soc. Rev. 2014, 43, 2572–2586. 10.1039/c3cs60388a. [DOI] [PubMed] [Google Scholar]
- Sun P.; Wang K.; Zhu H. Recent Developments in Graphene-Based Membranes: Structure, Mass-Transport Mechanism and Potential Applications. Adv. Mater. 2016, 28, 2287–2310. 10.1002/adma.201502595. [DOI] [PubMed] [Google Scholar]
- Huang C.; Li Y.; Wang N.; Xue Y.; Zuo Z.; Liu H.; Li Y. Progress in Research into 2D Graphdiyne-Based Materials. Chem. Rev. 2018, 118, 7744–7803. 10.1021/acs.chemrev.8b00288. [DOI] [PubMed] [Google Scholar]
- Chhowalla M.; Shin H. S.; Eda G.; Li L.-J.; Loh K. P.; Zhang H. The chemistry of two-dimensional layered transition metal dichalcogenide nanosheets. Nat. Chem. 2013, 5, 263–275. 10.1038/nchem.1589. [DOI] [PubMed] [Google Scholar]
- Tan C.; Zhang H. Two-dimensional transition metal dichalcogenide nanosheet-based composites. Chem. Soc. Rev. 2015, 44, 2713–2731. 10.1039/C4CS00182F. [DOI] [PubMed] [Google Scholar]
- Jeon M.; Jun B.-M.; Kim S.; Jang M.; Park C. M.; Snyder S. A.; Yoon Y. A review on MXene-based nanomaterials as adsorbents in aqueous solution. Chemosphere 2020, 261, 127781 10.1016/j.chemosphere.2020.127781. [DOI] [PubMed] [Google Scholar]
- Zhang Y.; Wang L.; Zhang N.; Zhou Z. Adsorptive environmental applications of MXene nanomaterials: a review. RSC Adv. 2018, 8, 19895–19905. 10.1039/C8RA03077D. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boroznin S. V.; Zaporotskova I. V.; Perevalova E. V. Investigation of Oxidation in Boron-Containing Nanotubes. Nanosci. Nanotechnol. Lett. 2012, 4, 1096–1099. 10.1166/nnl.2012.1464. [DOI] [Google Scholar]
- Sha H.; Faller R. A quantum chemistry study of curvature effects on boron nitride nanotubes/nanosheets for gas adsorption. Phys. Chem. Chem. Phys. 2016, 18, 19944–19949. 10.1039/C6CP02540D. [DOI] [PubMed] [Google Scholar]
- Li W.; Zhang Y.; Long X.; Cao J.; Xin X.; Guan X.; Peng J.; Zheng X. Gas Sensors Based on Mechanically Exfoliated MoS2 Nanosheets for Room-Temperature NO2 Detection. Sensors 2019, 19, 2123 10.3390/s19092123. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yao Y.; Tolentino L.; Yang Z.; Song X.; Zhang W.; Chen Y.; Wong C.-p. High-Concentration Aqueous Dispersions of MoS2. Adv. Funct. Mater. 2013, 23, 3577–3583. 10.1002/adfm.201201843. [DOI] [Google Scholar]
- Li X.; Li X.; Li Z.; Wang J.; Zhang J. WS2 nanoflakes based selective ammonia sensors at room temperature. Sens. Actuators, B 2017, 240, 273–277. 10.1016/j.snb.2016.08.163. [DOI] [Google Scholar]
- Wang D.-W.; Wang X.-H.; Yang A.-J.; Chu J.-F.; Lv P.-L.; Liu Y.; Rong M.-Z. MoTe2: A Promising Candidate for SF6 Decomposition Gas Sensors With High Sensitivity and Selectivity. IEEE Electron Device Lett. 2018, 39, 292–295. 10.1109/LED.2017.2786322. [DOI] [Google Scholar]
- Xu L.; Zhang P.; Jiang H.; Wang X.; Chen F.; Hu Z.; Gong Y.; Shang L.; Zhang J.; Jiang K.; Chu J. Large-Scale Growth and Field-Effect Transistors Electrical Engineering of Atomic-Layer SnS2. Small 2019, 15, 1904116 10.1002/smll.201904116. [DOI] [PubMed] [Google Scholar]
- Song H. S.; Li S. L.; Gao L.; Xu Y.; Ueno K.; Tang J.; Cheng Y. B.; Tsukagoshi K. High-performance top-gated monolayer SnS2 field-effect transistors and their integrated logic circuits. Nanoscale 2013, 5, 9666–9670. 10.1039/c3nr01899g. [DOI] [PubMed] [Google Scholar]
- Maria K. H.; Sakhuja N.; Jha R. K.; Bhat N. Ultra-Sonication Assisted Synthesis of 2D SnS2 Nanoflakes for Room-Temperature No Gas Detection. IEEE Sens. J. 2021, 21, 10420–10427. 10.1109/JSEN.2021.3059087. [DOI] [Google Scholar]
- Kim Y.-H.; Phan D.-T.; Ahn S.; Nam K.-H.; Park C.-M.; Jeon K.-J. Two-dimensional SnS2 materials as high-performance NO2 sensors with fast response and high sensitivity. Sens. Actuators, B 2018, 255, 616–621. 10.1016/j.snb.2017.08.091. [DOI] [Google Scholar]
- Chee S.-S.; Lee J.-H.; Lee K.; Ham M.-H. Defect-Assisted Contact Property Enhancement in a Molybdenum Disulfide Monolayer. ACS Appl. Mater. Interfaces 2020, 12, 4129–4134. 10.1021/acsami.9b19681. [DOI] [PubMed] [Google Scholar]
- Chen Y.; Huang S.; Ji X.; Adepalli K.; Yin K.; Ling X.; Wang X.; Xue J.; Dresselhaus M.; Kong J.; Yildiz B. Tuning Electronic Structure of Single Layer MoS2 through Defect and Interface Engineering. ACS Nano 2018, 12, 2569–2579. 10.1021/acsnano.7b08418. [DOI] [PubMed] [Google Scholar]
- Hu Z.; Wu Z.; Han C.; He J.; Ni Z.; Chen W. Two-dimensional transition metal dichalcogenides: interface and defect engineering. Chem. Soc. Rev. 2018, 47, 3100–3128. 10.1039/C8CS00024G. [DOI] [PubMed] [Google Scholar]
- Yang A.; Wang D.; Lan T.; Chu J.; Li W.; Jianbin P.; Liu Z.; Wang X.; Rong M. Single ultrathin WO3 nanowire as a superior gas sensor for SO2 and H2S: Selective adsorption and distinct I-V response. Mater. Chem. Phys. 2019, 240, 122165 10.1016/j.matchemphys.2019.122165. [DOI] [Google Scholar]
- Zhou W.; Zou X.; Najmaei S.; Liu Z.; Shi Y.; Kong J.; Lou J.; Ajayan P. M.; Yakobson B. I.; Idrobo J.-C. Intrinsic Structural Defects in Monolayer Molybdenum Disulfide. Nano Lett. 2013, 13, 2615–2622. 10.1021/nl4007479. [DOI] [PubMed] [Google Scholar]
- Cui H.; Jia P.; Peng X.; Li P. Adsorption and sensing of CO and C2H2 by S-defected SnS2 monolayer for DGA in transformer oil: A DFT study. Mater. Chem. Phys. 2020, 249, 123006 10.1016/j.matchemphys.2020.123006. [DOI] [Google Scholar]
- Cho S.-Y.; Kim S. J.; Lee Y.; Kim J.-S.; Jung W.-B.; Yoo H.-W.; Kim J.; Jung H.-T. Highly Enhanced Gas Adsorption Properties in Vertically Aligned MoS2 Layers. ACS Nano 2015, 9, 9314–9321. 10.1021/acsnano.5b04504. [DOI] [PubMed] [Google Scholar]
- Fu L.; Wang F.; Wu B.; Wu N.; Huang W.; Wang H.; Jin C.; Zhuang L.; He J.; Fu L.; Liu Y. Van der Waals Epitaxial Growth of Atomic Layered HfS2 Crystals for Ultrasensitive Near-Infrared Phototransistors. Adv. Mater. 2017, 29, 1700439 10.1002/adma.201700439. [DOI] [PubMed] [Google Scholar]
- Guo S.; Hu X.; Huang Y.; Zhou W.; Qu H.; Xu L.; Song X.; Zhang S.; Zeng H. A highly sensitive and selective SnS2 monolayer sensor in detecting SF6 decomposition gas. Appl. Surf. Sci. 2021, 541, 148494 10.1016/j.apsusc.2020.148494. [DOI] [Google Scholar]
- Cui H.; Liu T.; Zhang Y.; Zhang X. Ru-InN Monolayer as a Gas Scavenger to Guard the Operation Status of SF6 Insulation Devices: A First-Principles Theory. IEEE Sens. J. 2019, 19, 5249–5255. 10.1109/JSEN.2019.2899966. [DOI] [Google Scholar]
- Patel K.; Roondhe B.; Dabhi S. D.; Jha P. K. A new flatland buddy as toxic gas scavenger: A first principles study. J. Hazard. Mater. 2018, 351, 337–345. 10.1016/j.jhazmat.2018.03.006. [DOI] [PubMed] [Google Scholar]
- Chen D.; Zhang X.; Tang J.; Cui Z.; Cui H. Pristine and Cu decorated hexagonal InN monolayer, a promising candidate to detect and scavenge SF6 decompositions based on first-principle study. J. Hazard. Mater. 2019, 363, 346–357. 10.1016/j.jhazmat.2018.10.006. [DOI] [PubMed] [Google Scholar]
- Li P.; Hong Q.; Wu T.; Cui H. SOF2 sensing by Rh-doped PtS2 monolayer for early diagnosis of partial discharge in the SF6 insulation device. Mol. Phys. 2021, 119, e1919774 10.1080/00268976.2021.1919774. [DOI] [Google Scholar]
- Perdew J.; Burke K.; Ernzerhof M. Generalized Gradient Approximation Made Simple [Phys. Rev. Lett. 77, 3865 (1996)]. Phys. Rev. Lett. 1997, 78, 1396 10.1103/PhysRevLett.78.1396. [DOI] [PubMed] [Google Scholar]
- Delley B. An All-Electron Numerical Method for Solving the Local Density Functional for Polyatomic Molecules. J. Chem. Phys. 1990, 92, 508–517. 10.1063/1.458452. [DOI] [Google Scholar]
- Delley B. Hardness conserving semilocal pseudopotential. Phys. Rev. B 2002, 66, 1494. 10.1103/PhysRevB.66.155125. [DOI] [Google Scholar]
- Grimme S. Semiempirical GGA-Type Density Functional Constructed with a Long-Range Dispersion Correction. J. Comput. Chem. 2006, 27, 1787–99. 10.1002/jcc.20495. [DOI] [PubMed] [Google Scholar]
- Wang X.; Wang J. Effects of Pt and Au adsorption on the gas sensing performance of SnS 2 monolayers: A DFT study. Mater. Sci. Semicond. Process. 2021, 121, 105416 10.1016/j.mssp.2020.105416. [DOI] [Google Scholar]
- Cui H.; Zhang X.; Zhang G.; Tang J. Pd-doped MoS2 monolayer: A promising candidate for DGA in transformer oil based on DFT method. Appl. Surf. Sci. 2019, 470, 1035–1042. 10.1016/j.apsusc.2018.11.230. [DOI] [Google Scholar]
- Zhang X.; Wang J.; Chen D.; Liu L. The adsorption performance of harmful gas on Cu doped WS2:A First-principle study. Mater. Today Commun. 2021, 28, 102488 10.1016/j.mtcomm.2021.102488. [DOI] [Google Scholar]
- Zhang X.; Cui H.; Zhang J.; Tang J. Adsorption characteristic of Pd-4 cluster carbon nanotube towards transformer oil dissolved components: A simulation. Appl. Surf. Sci. 2017, 419, 802–810. 10.1016/j.apsusc.2017.05.004. [DOI] [Google Scholar]
- Hirshfeld F. Bonded-atom fragments for describing molecular charge densities. Theor. Chim. Acta 1977, 44, 129–138. 10.1007/BF00549096. [DOI] [Google Scholar]
- Chen D.; Zhang X.; Tang J.; Li Y.; Cui Z.; Zhou Q. Using Single-Layer HfS2 as Prospective Sensing Device Toward Typical Partial Discharge Gas in SF6-Based Gas-Insulated Switchgear. IEEE Trans. Electron Devices 2019, 66, 689–695. 10.1109/TED.2018.2882236. [DOI] [Google Scholar]







