Restraining Surface Charge Accumulation and Enhancing Surface Flashover Voltage through Dielectric Coating

: A conductive metallic particle in a gas-insulated metal-enclosed system can charge through conduction or induction and move between electrodes or on insulating surfaces, which may lead to breakdown and ﬂashover. The charge on the metallic particle and the charging time vary depending on the spatial electric ﬁeld intensity, the particle shape, and the electrode surface coating. The charged metallic particle can move between the electrodes under the inﬂuence of the spatial electric ﬁeld, and it can discharge and become electrically conductive when colliding with the electrodes, thus changing its charge. This process and its factors are mainly affected by the coating condition of the colliding electrode. In addition, the interface characteristics affect the particle when it is near the insulator. The charge transition process also changes due to the electric ﬁeld strength and the particle charging state. This paper explores the impact of the coating material on particle charging characteristics, movement, and discharge. Particle charging, movement, and charge transfer in DC, AC, and superimposed electric ﬁelds are summarized. Furthermore, the effects of conductive particles on discharge characteristics are compared between coated and bare electrodes. The reviewed studies demonstrate that the coating can effectively reduce particle charge and thus the probability of discharge. The presented research results can provide theoretical support and data for studying charge transfer theory and design optimization in a gas-insulated system.


Introduction
The importance of insulation breakdown and discharge caused by conductive particles in gas-insulated systems has attracted industrial attention. Understanding conductive particle charging, movement, and charge transfer is essential since these factors are important for designing gas-insulated systems, maintaining equipment, and developing insulation detection methods [1][2][3][4][5][6][7][8].
Theoretical and experimental research on the characteristics of conductive particle movement emerged with the development of gas-insulated switchgear (GIS) and gasinsulated power transmission lines (GILs). Since the advancement of SF 6 application in the mid-1960s, Western European countries (BBC of Switzerland and Delle of France) and Japan have directed more attention to GIS development. The Soviet Union and China completed 110 kV GIS research and trial production in the early 1970s; their initial research focused on withstand tests [9][10][11][12][13][14][15][16] and test methods [17][18][19].
As the power level increases, the movement of metal particles becomes the main factor affecting the internal insulation of GIS/GILs.  [20][21][22]. The particle movement mechanism has been extensively researched through modeling. When the voltage level is higher than 500 kV, gas insulation failure in a GIL is mainly caused by metal particles. According to the statistics on gas-insulated system failures reported in China over the past decade [21], been extensively researched through modeling. When the voltage level is higher than kV, gas insulation failure in a GIL is mainly caused by metal particles. According to statistics on gas-insulated system failures reported in China over the past decade particle suppression has become the primary factor to consider when designing the i nal structure of gas-insulated equipment [3][4][5][6][7][8][9][10][11][12][13][14][15]. The charge transfer and defects/deterioration due to conductive particles in ga sulated systems were studied in the early 21st century through modeling. M. M. El B et al. analyzed conductive particle charging on the electrode surface and coating su to investigate the effects of the particle shape and electric field distribution on the char characteristics [16]. The conductive particle motion behavior and collision characteri in a wedge-shaped, slightly uneven electric field were numerically studied in a cou manner to explore the gas-insulated system's structural and field distribution chara istics and the conductive particle motion law near the insulating support [10]. In addi particle charging behavior and electrical conduction were studied to verify the effica the insulating support structure. UHV transmission and transformation projects are b conducted internationally as power system globalization accelerates. However, fu studies on conductive particle charging and movement on bare and coated electrode faces are necessary to gain a better understanding of charge transfer, which is valu information for designing high-voltage equipment and optimizing withstand voltage methods.
This paper reviews and summarizes the research progress of experimental wor the movement characteristics of conductive particles, associated models, and the in tory effect of electrode coating on surface particle charging. The current issues and p lems involving gas-insulated switchgear and transmission line equipment in power tems are also analyzed. These analyses, together with theoretical developments of ductive particle charge transfer, can lay the foundation for future studies on electric ductor charging and gas discharge theories, providing a theoretical basis for GIS and engineering design, defect detection, and the development of insulation test method

Charging Process of Conductive Particles on the Electrode Surface
Analyzing the force and movement of particles requires studying the charging cess of conductive particles on the electrode surface and its influencing factors and [9][10][11][12][13]. The charging of conductive particles is explored from the following three asp the conductive particle charge in a high-voltage electric field, the influence of sur coating materials on the amount of charging, and the impact of the charging process The charge transfer and defects/deterioration due to conductive particles in gas-insulated systems were studied in the early 21st century through modeling. M. M. El Bahy et al. analyzed conductive particle charging on the electrode surface and coating surface to investigate the effects of the particle shape and electric field distribution on the charging characteristics [16]. The conductive particle motion behavior and collision characteristics in a wedge-shaped, slightly uneven electric field were numerically studied in a coupled manner to explore the gas-insulated system's structural and field distribution characteristics and the conductive particle motion law near the insulating support [10]. In addition, particle charging behavior and electrical conduction were studied to verify the efficacy of the insulating support structure. UHV transmission and transformation projects are being conducted internationally as power system globalization accelerates. However, further studies on conductive particle charging and movement on bare and coated electrode surfaces are necessary to gain a better understanding of charge transfer, which is valuable information for designing high-voltage equipment and optimizing withstand voltage test methods.
This paper reviews and summarizes the research progress of experimental work on the movement characteristics of conductive particles, associated models, and the inhibitory effect of electrode coating on surface particle charging. The current issues and problems involving gas-insulated switchgear and transmission line equipment in power systems are also analyzed. These analyses, together with theoretical developments of conductive particle charge transfer, can lay the foundation for future studies on electric conductor charging and gas discharge theories, providing a theoretical basis for GIS and GIL engineering design, defect detection, and the development of insulation test methods.

Charging Process of Conductive Particles on the Electrode Surface
Analyzing the force and movement of particles requires studying the charging process of conductive particles on the electrode surface and its influencing factors and rules [9][10][11][12][13]. The charging of conductive particles is explored from the following three aspects: the conductive particle charge in a high-voltage electric field, the influence of surface-coating materials on the amount of charging, and the impact of the charging process.

Charging Mechanism of Conductive Particles on the Bare Electrode Surface
Under an electric field, the metal particle surface on the ground electrode generates an electric charge. N. N. Lebedev et al. initially calculated the charge of spherical metal particles in a uniform electric field [11]. A. T. Pérez et al. confirmed their conclusion in Coatings 2021, 11, 750 3 of 24 subsequent work. In a uniform electric field, the charge of metal particles is proportional to the area of the particles and the electric field intensity, expressed as [23,24]: q ± = 2π 3 r 2 ε 0 ε 1 E/3 (1) where q ± is the charge carried by spherical conductive particles, C; r is the radius of the spherical conductive particle, mm; ε 0 is the absolute dielectric constant, ε 0 = 8.85 × 10 −12 F/m; ε 1 is the relative dielectric constant of the gas in the space; and E is the electric field intensity, kV/cm. The orientation (horizontal or vertical) changes the calculation of linear particle charge. When conductive particles are placed horizontally, the carried charge q wire is [25]: When metal particles are oriented vertically, the carried charge q wire is [25]: In Equations (2) and (3), r is the cross-sectional radius of the wire conductive particle, mm; ε is the permittivity of free space; l is the length of the metal particle, mm; and E is the electric field intensity, kV/cm. Table 1 shows the equivalent charges for conductive particles in other shapes. When the electrode surface is coated with a film, the charging time of metal particles increases, or the charge decreases accordingly. After coating, there are three main mechanisms of particle charging on the surface: (1) the surface of the medium has a charge, and the particles are charged by contact with the electrode film; (2) the particles are charged by the electric current in the medium; (3) the discharge of particles is based on the micro-discharge between the particles and the medium. Reference [16] shows that after the DC system is coated, the particle charge is essentially generated by the film's conduction. C. Li et al. established a conductive and micro-discharge model and calculated the charge of metal particles using the different models [2,12]. After comparing their results with measured values, they concluded that both charging mechanisms exist when the electrode is coated. Additionally, Y. Khan et al. determined the primary mode of particle charging by testing whether the gas pressure alters the intensity of the particle lifting field [26]. Specifically, if the SF 6 gas pressure has little influence on the lifting field intensity, then conduction is the primary driving mechanism of coated particles; when SF 6 is more influential, the primary driving mechanism is micro-discharge.
As reported in references [27,28], the coating reduces the particle charge and changes the electric field distribution around the particles, increasing the field intensity between the particles and the film. Furthermore, the charge analysis includes the Coulomb force, gravity, friction force, the viscous resistance of air, and the electric field gradient force [18]. Therefore, the relationship between the initial voltage of particle movement and the initial Coatings 2021, 11, 750 4 of 24 particle position is calculated according to the force analysis and the motion equation, and the charge is estimated. By introducing the charge coefficient for the coated electrode surface, the charge of coated particles is: where q ±bare is the charge when the electrode surface is not coated, and ξ is the charge coefficient. J. Wang et al. proposed a charging model for metal particles with a coated electrode under DC stress [26]. Since the coating does not affect the final charge of the particles, the calculation formula for the charge of coated particles is: where i charge is the particle charging current, τ is the time-varying characteristic of the particle charging current, and t is the particle charging time.
The above formula shows that as absorption develops during the polarization process, the interface charge increases. Furthermore, the particle charge finally stabilizes, and q concluded (∞) = q bare . This proves that the coating measures only extend the charging time compared to the bare electrode and do not affect the final charge.
When DC voltage is applied to the upper plate and t = 0, the overall electrode model is equivalent to a double-layer dielectric capacitor. At this point, the particles are charged due to current conduction. Based on the research conclusion about the accumulation and dissipation of the insulator surface charge, the conduction current of the particles comprises the electrical conduction current of the insulating film. C 1 is the capacitance between the metal particles near the gas medium and the upper plate, and C 2 is the capacitance between the insulating film-side particles and the insulating film (see the following expression) [26].
where d 0 is the distance between the electrodes, mm; d 1 is the distance between the insulating film, mm; S is the contact area between the metal particles and the lower electrode plate; and r is the radius of the spherical conductive particle, mm. The particle charging current is: where R 2 is the equivalent resistance on the insulating film side, U 0 is the voltage of the ideal power supply near the gas, τ is the time-varying characteristic of the particle charging current, and t is the particle charging time.
Through time integration of the particle charging current, the particle charge q c (t) is obtained as follows: where q 0 is the particle charge under the bare electrode, τ is the time-varying characteristic of the particle charging current, and t is the particle charging time.

Experimental Study of Electrode/Coating Surface Particle Charging
The Faraday cup method is used to measure the particle charge with electrode surface charging [27][28][29], as shown in Figure 2. When the particle lifts off vertically from the surface due to the electric field, it is also moved horizontally by air currents. When it drops into the Faraday cup and collides with the bottom, the charge can be measured by a coulombmeter since it contains an integrated circuit design; the charge is calculated by the impulse current, and then the total charge of particles is output.

Experimental Study of Electrode/Coating Surface Particle Charging
The Faraday cup method is used to measure the particle charge with electrod face charging [27][28][29], as shown in Figure 2. When the particle lifts off vertically fro surface due to the electric field, it is also moved horizontally by air currents. When it d into the Faraday cup and collides with the bottom, the charge can be measured by a lombmeter since it contains an integrated circuit design; the charge is calculated b impulse current, and then the total charge of particles is output. In Figure 3, the straight line is the theoretical charge. With bare electrodes, the m ured charge is generally lower than the theoretical value. The reason is that when par are blown off, a small part of the charge is lost as they collide with the organic glass Measured value of the particle charge Theoretical value of the particle charge mount L. E. Lundgaard et al. used anodized aluminum as the electrode coating mater experiments [31,32]. The particle charge was the same as that of the bare electrode. al. coated the electrode surface with a 100 μm thick polyethylene terephthalate (PET and calculated the particle charge to be about 30-60% of that obtained when the elec was not coated based on the starting voltage of the particles under a wedge-shaped Moreover, Y. Khan et al. used high-speed cameras to capture images of moving par [8,25,26,32]. After processing the images, they obtained the instantaneous displacem particle motion and calculated its acceleration. As a result, the charge can be calculat inversion (see Table 2). In Figure 3, the straight line is the theoretical charge. With bare electrodes, the measured charge is generally lower than the theoretical value. The reason is that when particles are blown off, a small part of the charge is lost as they collide with the organic glass [30].
face charging [27][28][29], as shown in Figure 2. When the particle lifts off vertic surface due to the electric field, it is also moved horizontally by air currents. W into the Faraday cup and collides with the bottom, the charge can be measu lombmeter since it contains an integrated circuit design; the charge is calc impulse current, and then the total charge of particles is output. In Figure 3, the straight line is the theoretical charge. With bare electrod ured charge is generally lower than the theoretical value. The reason is that w are blown off, a small part of the charge is lost as they collide with the organ Measured value of the particle charge Theoretical value of the particle charge mount  [31,32]. The particle charge was the same as that of the bare el al. coated the electrode surface with a 100 μm thick polyethylene terephthal and calculated the particle charge to be about 30-60% of that obtained when was not coated based on the starting voltage of the particles under a wedge-Moreover, Y. Khan et al. used high-speed cameras to capture images of mo [8,25,26,32]. After processing the images, they obtained the instantaneous di particle motion and calculated its acceleration. As a result, the charge can be inversion (see Table 2).  [31,32]. The particle charge was the same as that of the bare electrode. Jia et al. coated the electrode surface with a 100 µm thick polyethylene terephthalate (PET) film and calculated the particle charge to be about 30-60% of that obtained when the electrode was not coated based on the starting voltage of the particles under a wedgeshaped plate. Moreover, Y. Khan et al. used high-speed cameras to capture images of moving particles [8,25,26,32]. After processing the images, they obtained the instantaneous displacement of particle motion and calculated its acceleration. As a result, the charge can be calculated by inversion (see Table 2). References [32][33][34][35] describe particle charging based on the new relationship between particle charge and the electric field force and field strength established in the Parekh model. After coating and before the field strength reaches the critical value at which micro-discharge occurs between the particles and the film, the particles are uncharged. When the field strength exceeds the critical value, the particle charge increases rapidly, but it is still less than the charge of bare electrode particles under the same field strength (see Figure 4) [19,23,24].  References [32][33][34][35] describe particle charging based on the new relationship between particle charge and the electric field force and field strength established in the Parekh model. After coating and before the field strength reaches the critical value at which micro-discharge occurs between the particles and the film, the particles are uncharged. When the field strength exceeds the critical value, the particle charge increases rapidly, but it is still less than the charge of bare electrode particles under the same field strength (see Figure 4) [19,23,24].  However, M. Runde et al. hypothesized that electrostatic adsorption occurs between coated particles and the surface of the insulating film, so the higher initial voltage overcomes the electrostatic force instead of resulting in reduced particle charge [31]. The coating only increases the time required for the particle to obtain the charge without affecting its final charge (see Table 3).

Lifting Process of Charged Conductive Particles
After being charged, metal particles move under the electric field force. They are affected by the electric field gradient force, gas drag force, and friction force during their movement [31,[32][33][34][35][36][37][38]. Table 4 shows the instant force expression on the surface of metal particles. However, M. Runde et al. hypothesized that electrostatic adsorption occurs between coated particles and the surface of the insulating film, so the higher initial voltage overcomes the electrostatic force instead of resulting in reduced particle charge [31]. The coating only increases the time required for the particle to obtain the charge without affecting its final charge (see Table 3). After being charged, metal particles move under the electric field force. They are affected by the electric field gradient force, gas drag force, and friction force during their movement [31][32][33][34][35][36][37][38]. Table 4 shows the instant force expression on the surface of metal particles.

Force (Wedge Electrode) Direction Amplitude
Electric field force, F q −θ (q z ,V > 0) +θ (q z ,V < 0) Note: q z represents the particle charge when it is on the electrode; q ± represents the particle charge when it lifts off from the electrode; E rθ represents the electric field of a wedge-shaped electrode and θ is the angle of the two electrodes; r is the radius of the spherical conductive particle, mm; v is the velocity of the particle; g represents the gravitational acceleration; ρ p is the particle density, kg/m 3 ; ρ s is gas density, kg/m 3 .
When the metal particles move, they are subjected to drag force exerted by the gas. The gas drag force F d can be expressed as: where µ is the viscous fluid coefficient (SF: 15.5 × 10 −6 kg/m at 20 • C); r is the radius of the spherical conductive particle, mm; ρ s is the gas density, kg/m 3 ; l is the particle length, mm; K d is the gas drag force coefficient; and g is the gravity acceleration [39].
The following empirical formula can be used to determine the influence of gas pressure p on drag force ρ g : ρ g = 7.118 + 6.332p + 0.303p 2 (11) where p is the gas pressure. Based on the force analysis of metal particles and the parallel electrode model, H. Anis et al. calculated the floating voltage of spherical and linear particles while considering the effects of gravity and the electric field force, as shown in Equations (12) and (13) [33,40].
where r is the cross-sectional radius of wire conductive particles, mm; K is the correction coefficient, taken as 0.832 in this work; ρ s is the gas density, kg/m 3 ; l is the particle length, mm; and ε is the dielectric constant. Focusing on the slightly uneven electric field in GIS, Japan's Koh-ichi Sakai et al. proposed a wedge-shaped electric field model of metal particle movement. In the electric field, the critical field strength and the floating field intensity of the horizontal movement of spherical metal particles are obtained, accounting for the impact of the electric field gradient force E H and the gas buoyancy E L , as shown in Equations (14) and (15) [11,26].
where µ is gas viscosity coefficient; ρ p is the particle density, kg/m 3 ; ρ s is the gas density, kg/m 3 ; β is the buoyancy correction parameter; r is the radius of the spherical conductive particle, mm; l 0 is the distance between the edge of the wedge electrode and the origin of the wedge electrode, that is, the extension line intersection, mm; x 0 is the distance between the particle and the edge of the wedge electrode, mm; ε 0 is the vacuum dielectric constant; and ε 1 is the relative dielectric constant of the gas. Without considering the static friction at the metal particles' initial moment, when the metal particles move horizontally, the voltage U L is calculated as [41,42]: Once certain conditions are met, the metal particles float, and the critical voltage U H at this time is: In Equations (16) and (17), r is the radius of the spherical conductive particle, mm; θ 0 is the wedge electrode angle; R p is the quality of particles; and θ t is the angle between the direction of the electric field and the direction of gravity.
In a wedge-shaped electric field under DC voltage, metal particles are affected differently by the electric field gradient force at various positions. The initial voltage of the spherical metal particles, V h , is obtained when its horizontal movement reaches a specific position. The following equation is used to calculate V h while considering gas buoyancy and neglecting friction force [28]: When the floating condition is satisfied instead of the initial condition for horizontal movement, the metal particles float. The floating voltage, V l , can be expressed as: In Equations (18) and (19), µ is the gas viscosity coefficient; ρ p is the particle density, kg/m 3 ; r is the radius of the spherical conductive particle, mm; l is the length of the wire particle, mm; θ 0 is the wedge electrode angle; x 0 is the distance between the particle and the edge of the wedge electrode, mm; and g is the gravity acceleration.
In the coaxial electrode, the floating voltage of linear metal particles, E l , on the shell surface represents the particles [36,42]: where g is the gravity acceleration; ε 0 is the dielectric constant of the gas; r is the radius of the spherical conductive particle, mm; and ρ s is the gas density, kg/m 3 . The floating field intensities of spherical and linear metal particles have been compared using different calculation models [20][21][22]43]. In Figure 5, the left diagram shows the changing strength of the floating field of spherical metal particles with different radii under four different models. The figure on the right shows the varying strength of the floating field of linear metal particles with different lengths under four different models.
The metal particle material also changes the floating field intensity. For copper metal particles, the floating field intensity increases significantly. Compared with aluminum, the floating field intensity of copper with the same length reaches 12 kV/cm (r = 0.12 mm); for copper with the same maximum radius, the stress reaches 25 kV/cm. Table 5 shows the critical floating field strength of metal particles. The metal particle material also changes the floating field intensity. For copper met particles, the floating field intensity increases significantly. Compared with aluminum the floating field intensity of copper with the same length reaches 12 kV/cm (r = 0.12 mm for copper with the same maximum radius, the stress reaches 25 kV/cm. Table 5 shows t critical floating field strength of metal particles. Table 5. Critical floating field intensity of metal particles.

Characteristics
Sphere (Radius r) Hemisphere (Radius r) Semi-Ellipsoid (Radius r, and Length l) Linear particles (radius r, additionally, length l)

Half cylinder (radius r, and length l)
Thin foil (area S (small), and height h)

Movement of Metal Particles under DC Voltage
Whether metal particles move toward the high-voltage electrode and discharge related to the ionization factor K [44]. When Equation (12) is satisfied, the metal partic will discharge. After discharge, the charge of the metal particles changes, and the force movement varies accordingly: where ᾱ is ionization factor, and K is a constant (K = 10 for air; K = 10.5 for SF6). The met particles discharge when the above conditions are met. The metal particles are charged, float, and move to the high-voltage electrode und DC voltage. If there is no micro-discharge, the particles collide with the high-voltage ele trode (d = 25 mm) and discharge. They then charge in reverse polarity and move back  Table 5. Critical floating field intensity of metal particles.

Characteristics
Sphere (Radius r) Hemisphere (Radius r) Semi-Ellipsoid (Radius r, and Length l) Characteristics Linear particles (radius r, additionally, length l) Half cylinder (radius r, and length l) Thin foil (area S (small), and height h)

Movement of Metal Particles under DC Voltage
Whether metal particles move toward the high-voltage electrode and discharge is related to the ionization factor K [44]. When Equation (12) is satisfied, the metal particle will discharge. After discharge, the charge of the metal particles changes, and the force's movement varies accordingly: where α is ionization factor, and K is a constant (K = 10 for air; K = 10.5 for SF 6 ). The metal particles discharge when the above conditions are met. The metal particles are charged, float, and move to the high-voltage electrode under DC voltage. If there is no micro-discharge, the particles collide with the high-voltage electrode (d = 25 mm) and discharge. They then charge in reverse polarity and move back at a lower speed than before the collision [45]. Figure 6 shows that spherical metal particles with different radii gradually increase their flight heights with the extension of flight time under DC voltage. With increased voltage, the floating process differs between spherical and linear metal particles: spherical particles float directly, and linear metal particles usually float after rising [46][47][48]. This is because linear metal particles usually have various charges when placed flat and erect. Since the floating heights of metal particles under voltage are comparable, research shows that, for a coaxial electrode (r i = 10 mm, and r 0 = 35 mm) under switching DC voltage, spherical metal particles (r = 0.75 mm) and linear metal particles (Φ 1 mm × l 3 mm) have a similar floating height [49][50][51].
particles float directly, and linear metal particles usually float after rising [46][47][48]. Th because linear metal particles usually have various charges when placed flat and e Since the floating heights of metal particles under voltage are comparable, research sh that, for a coaxial electrode (ri = 10 mm, and r0 = 35 mm) under switching DC volt spherical metal particles (r = 0.75 mm) and linear metal particles (Φ1 mm × l3 mm) ha similar floating height [49][50][51].

Movement of Metal Particles under AC Voltage
The research on the movement of metal particles within electrodes includes t movement in space and their collision with the insulation or the electrode surface. motion characteristics are primarily affected by the frequency and initial phase a [30,46]. The electrode adopts a wedge shape under the following AC conditions: f = 60 and particle radius a = 0.5 mm. Spherical conductive particles based on AC voltage along the ground electrode surface to the high-field intensity area. Since the voltage larity changes many times during movement between two collisions with the electr the direction of the electric field force experienced by the particles also changes mul times, resulting in an uncertain direction of particle movement. In other words, the p cles are characterized by a certain degree of randomness. Spherical conductive part that move horizontally along the electrode surface always move in the direction of stronger electric field. Its movement speed is related to the horizontal and the total ele field intensity distribution and intensity. The horizontal movement is affected by the izontal and total electric field intensity distribution for linear conductive particles. T vertical movement is subject to electric field intensity changes in the vertical direction In an AC electric field, it usually takes a relatively long time (100 ms) for the m particles to float before the second jump occurs [30,45,46]. The movement of metal p cles largely depends on the voltage frequency f and initial phase angle φ.
The minimum return position xmin and floating position xBD of metal particles un the wedge electrode are influenced by the voltage frequency (0-500 Hz) [46] (see Fig  7). The trajectory of spherical conductive particles in an uneven electric field has the lowing two modes: the particles roll horizontally along the ground electrode surface, the particles are lifted by the electric field force and make small "jumps" on the gro electrode surface, accompanied by horizontal directional and time-variable directi movement. When the voltage is constant, and 0 ≤ f ≤ 40 Hz, the particles jump with p trability and move to the high-field strength area; when 40 ≤ f ≤ 180 Hz, xmin decrease the frequency increases, and when f > 180 Hz, the particles do not collide with the h voltage electrode and move in the direction of high field strength.

Movement of Metal Particles under AC Voltage
The research on the movement of metal particles within electrodes includes their movement in space and their collision with the insulation or the electrode surface. The motion characteristics are primarily affected by the frequency and initial phase angle [30,46]. The electrode adopts a wedge shape under the following AC conditions: f = 60 Hz, and particle radius a = 0.5 mm. Spherical conductive particles based on AC voltage roll along the ground electrode surface to the high-field intensity area. Since the voltage polarity changes many times during movement between two collisions with the electrode, the direction of the electric field force experienced by the particles also changes multiple times, resulting in an uncertain direction of particle movement. In other words, the particles are characterized by a certain degree of randomness. Spherical conductive particles that move horizontally along the electrode surface always move in the direction of the stronger electric field. Its movement speed is related to the horizontal and the total electric field intensity distribution and intensity. The horizontal movement is affected by the horizontal and total electric field intensity distribution for linear conductive particles. Their vertical movement is subject to electric field intensity changes in the vertical direction.
In an AC electric field, it usually takes a relatively long time (100 ms) for the metal particles to float before the second jump occurs [30,45,46]. The movement of metal particles largely depends on the voltage frequency f and initial phase angle ϕ.
The minimum return position x min and floating position x BD of metal particles under the wedge electrode are influenced by the voltage frequency (0-500 Hz) [46] (see Figure 7). The trajectory of spherical conductive particles in an uneven electric field has the following two modes: the particles roll horizontally along the ground electrode surface, and the particles are lifted by the electric field force and make small "jumps" on the ground electrode surface, accompanied by horizontal directional and time-variable directional movement. When the voltage is constant, and 0 ≤ f ≤ 40 Hz, the particles jump with penetrability and move to the high-field strength area; when 40 ≤ f ≤ 180 Hz, x min decreases as the frequency increases, and when f > 180 Hz, the particles do not collide with the high-voltage electrode and move in the direction of high field strength.
However, the trajectory of linear conductive particles in an uneven electric field has one mode: the particles float under the electric field force and make small "jumps" on the ground electrode surface, followed by horizontal and time-variable directional movement. This is because the friction on the particle is greater than the horizontal component of the electric field force when the particle is on the electrode surface. However, the trajectory of linear conductive particles in an uneven electric field one mode: the particles float under the electric field force and make small "jumps" on ground electrode surface, followed by horizontal and time-variable directional m ment. This is because the friction on the particle is greater than the horizontal compo of the electric field force when the particle is on the electrode surface.

Movement Characteristics of Particles on the Surface of a Bare Electrode
The floating height of metal particles has a higher amplitude (coaxial elect 40/137) under AC and impulse voltage. At this time, the height of the alternating cur (200 kV) is 9.7 mm, and that of superimposed lightning impulse voltage (1050 kV) is mm. Figure 8 shows the movement characteristics of metal particles under AC and su imposed impulse voltage [47][48][49].  Under AC voltage, the particle lifting voltage is significantly increased with co electrodes. Under the same conditions, the lifting voltage of silicone rubber coatin   However, the trajectory of linear conductive particles in an uneven electric field ha one mode: the particles float under the electric field force and make small "jumps" on th ground electrode surface, followed by horizontal and time-variable directional move ment. This is because the friction on the particle is greater than the horizontal componen of the electric field force when the particle is on the electrode surface.

Movement Characteristics of Particles on the Surface of a Bare Electrode
The floating height of metal particles has a higher amplitude (coaxial electrod 40/137) under AC and impulse voltage. At this time, the height of the alternating curren (200 kV) is 9.7 mm, and that of superimposed lightning impulse voltage (1050 kV) is 55 mm. Figure 8 shows the movement characteristics of metal particles under AC and supe imposed impulse voltage [47][48][49].

Movement Characteristics of Particles on the Coated Electrode Surface
Under AC voltage, the particle lifting voltage is significantly increased with coate electrodes. Under the same conditions, the lifting voltage of silicone rubber coating higher than that of polyethylene terephthalate (PET). Moreover, the lifting voltage afte the coating is 1-2 times that of the bare electrode. The particle lifting voltage increases t a greater extent under AC voltage compared with DC voltage. Figure 9 compares the lif ing voltage of parallel plate electrodes coated with PET film and electrodes coated wit

Movement Characteristics of Particles on the Coated Electrode Surface
Under AC voltage, the particle lifting voltage is significantly increased with coated electrodes. Under the same conditions, the lifting voltage of silicone rubber coating is higher than that of polyethylene terephthalate (PET). Moreover, the lifting voltage after the coating is 1-2 times that of the bare electrode. The particle lifting voltage increases to a greater extent under AC voltage compared with DC voltage. Figure 9 compares the lifting voltage of parallel plate electrodes coated with PET film and electrodes coated with silicone rubber film. The red line is the change curve of the lift voltage when the PET film is the coating, and the black line is the curve when the rubber film is the coating [28,50,51]. When the lightning voltage is superimposed on the surface of the shell of the pow frequency voltage, the metal particles with the coated electrode are affected by the lig ning pulse as the applied voltage increases. Its maximum radial motion increases and larger on the coated electrode surface than the bare one. As the thickness of the film creases, the maximum value decreases. Table 6 shows the radial motion of Cu partic [39]. Compared with the coated electrode system, movement in the uncoated electro system is significantly greater. When the coating thickness increases, the particle cha decreases, and the maximum scale of movement decreases. Figure 10 shows the mot model of the coated bus's superimposed lightning impulse.  When the lightning voltage is superimposed on the surface of the shell of the power frequency voltage, the metal particles with the coated electrode are affected by the lightning pulse as the applied voltage increases. Its maximum radial motion increases and is larger on the coated electrode surface than the bare one. As the thickness of the film increases, the maximum value decreases. Table 6 shows the radial motion of Cu particles [39]. Compared with the coated electrode system, movement in the uncoated electrode system is significantly greater. When the coating thickness increases, the particle charge decreases, and the maximum scale of movement decreases. Figure 10 shows the motion model of the coated bus's superimposed lightning impulse.
Coatings 2021, 11, x FOR PEER REVIEW 12 silicone rubber film. The red line is the change curve of the lift voltage when the PET is the coating, and the black line is the curve when the rubber film is the coating [28,50 When the lightning voltage is superimposed on the surface of the shell of the po frequency voltage, the metal particles with the coated electrode are affected by the l ning pulse as the applied voltage increases. Its maximum radial motion increases an larger on the coated electrode surface than the bare one. As the thickness of the film creases, the maximum value decreases. Table 6 shows the radial motion of Cu part [39]. Compared with the coated electrode system, movement in the uncoated elect system is significantly greater. When the coating thickness increases, the particle ch decreases, and the maximum scale of movement decreases. Figure 10 shows the mo model of the coated bus's superimposed lightning impulse. The coated electrode does not affect the final particle charge but prolongs the ch ing time compared with the bare electrode.  The coated electrode does not affect the final particle charge but prolongs the charging time compared with the bare electrode.
Interfacial polarization refers to the process of electrode surface charge transfer to the medium and gas interface. The particles on the coated electrode are subjected to the Coulomb force and electrostatic adsorption force [27].
The Coulomb force F c is: where F 0 is the Coulomb force exerted by particles on the bare electrode, τ is the timevarying characteristic of the particle charging current, and t is the particle charging time. The electrostatic adsorption force F a is: where k 1 is the correction coefficient caused by the surface charge, and k 1 = 0.832. Figure 11 shows the Coulomb force and electrostatic adsorption force on the particles when ε 2 = 3.8; the black line is F c , and the red line is F a . They increase because the charge on the particle increases with time.
Coatings 2021, 11, x FOR PEER REVIEW 13 o Interfacial polarization refers to the process of electrode surface charge transfer to medium and gas interface. The particles on the coated electrode are subjected to the C lomb force and electrostatic adsorption force [27].
The Coulomb force Fc is: where F0 is the Coulomb force exerted by particles on the bare electrode, τ is the tim varying characteristic of the particle charging current, and t is the particle charging tim The electrostatic adsorption force Fa is: where k1 is the correction coefficient caused by the surface charge, and k1 = 0.832. Figure 11 shows the Coulomb force and electrostatic adsorption force on the partic when ε2 = 3.8; the black line is Fc, and the red line is Fa. They increase because the cha on the particle increases with time. In the charging process of particles with the coated electrode, the Coulomb force a electrostatic adsorption force gradually increase. Under this condition, even if the appl voltage reaches the movement's lifting voltage, the particles experience a time lag inst of moving immediately.
During lifting, the particles move vertically upwards and collide with the up plate. After the collision, they move with acceleration toward the downward plate, a their electric charge becomes positive. However, instead of changing the electrical pr erties, the particle charging time reduces the charge during the short collision proc Consequently, the decrease causes the particles to bounce and accelerate their downw movement once more. In addition, the inelastic collision between the particles and insulating film leads to a momentum loss, and as a result, the particles cannot reach height of the upper electrode plate when flying away from the insulating film. The pa cles continuously collide with the film of the lower plate and bounce until they are tionary, continuously reducing their bounce height. This damped oscillation frequenc lower than the persistent oscillation frequency of the bare electrode. Once the particles stationary on the insulating film, a certain amount of time is required to charge for " lifting". Figure 12 shows the phenomenon of the continuous, intermittent lifting of partic [27,28] on the electrode surface coated with PET. In the charging process of particles with the coated electrode, the Coulomb force and electrostatic adsorption force gradually increase. Under this condition, even if the applied voltage reaches the movement's lifting voltage, the particles experience a time lag instead of moving immediately.
During lifting, the particles move vertically upwards and collide with the upper plate. After the collision, they move with acceleration toward the downward plate, and their electric charge becomes positive. However, instead of changing the electrical properties, the particle charging time reduces the charge during the short collision process. Consequently, the decrease causes the particles to bounce and accelerate their downward movement once more. In addition, the inelastic collision between the particles and the insulating film leads to a momentum loss, and as a result, the particles cannot reach the height of the upper electrode plate when flying away from the insulating film. The particles continuously collide with the film of the lower plate and bounce until they are stationary, continuously reducing their bounce height. This damped oscillation frequency is lower than the persistent oscillation frequency of the bare electrode. Once the particles are stationary on the insulating film, a certain amount of time is required to charge for "re-lifting". Figure 12 shows the phenomenon of the continuous, intermittent lifting of particles [27,28] on the electrode surface coated with PET.  Figure 12. Lifting of the coating particle.
The particle re-lifting time is significantly shorter than the delay of the first par charge because the particles collide with the film many times when they have a dam oscillation. Their positive charge is significantly reduced, or the particles acquire a ce amount of negative charge. Therefore, the recharging time is greatly shortened. The age affects the charging speed so that the re-lifting time decreases as the voltage incre (see Figure 13) [27].

Current Shortcomings and Prospects
Metal particle charging and movement have been studied for more than 20 y The uniform electric field and the slightly uneven charged movement of metal part have been extensively researched.
However, this research area has the following practical shortcomings:  The metal particle charge in an uneven electric field. The electrification of metal ticles in a uniform electric field can be analyzed according to N. N. Lebedev's mo However, whether the particles are charged according to this rule in an uneven tric field remains unclear. There is a considerable gap between the calculated ele fication and the actual measurement.  The charging process of metal particles. Although the metal particle charge ca calculated, the response to the transient process has yet to be analyzed, resultin uncertainty in the metal particle movement when affected by overvoltage.  The impact of the electric field on metal particle discharge. Research on calcula Figure 12. Lifting of the coating particle.
The particle re-lifting time is significantly shorter than the delay of the first particle charge because the particles collide with the film many times when they have a damped oscillation. Their positive charge is significantly reduced, or the particles acquire a certain amount of negative charge. Therefore, the recharging time is greatly shortened. The voltage affects the charging speed so that the re-lifting time decreases as the voltage increases (see Figure 13) [27].  Figure 12. Lifting of the coating particle.
The particle re-lifting time is significantly shorter than the delay of the first particl charge because the particles collide with the film many times when they have a damped oscillation. Their positive charge is significantly reduced, or the particles acquire a certain amount of negative charge. Therefore, the recharging time is greatly shortened. The volt age affects the charging speed so that the re-lifting time decreases as the voltage increase (see Figure 13) [27].

Current Shortcomings and Prospects
Metal particle charging and movement have been studied for more than 20 years The uniform electric field and the slightly uneven charged movement of metal particle have been extensively researched.
However, this research area has the following practical shortcomings:  The metal particle charge in an uneven electric field. The electrification of metal par ticles in a uniform electric field can be analyzed according to N. N. Lebedev's mode However, whether the particles are charged according to this rule in an uneven elec tric field remains unclear. There is a considerable gap between the calculated electri fication and the actual measurement.  The charging process of metal particles. Although the metal particle charge can b calculated, the response to the transient process has yet to be analyzed, resulting in uncertainty in the metal particle movement when affected by overvoltage.  The impact of the electric field on metal particle discharge. Research on calculating metal particle discharge and residual charge near different electrodes is not compre hensive. As a result, there is an urgent need to conduct such studies since conclusion are lacking.

Current Shortcomings and Prospects
Metal particle charging and movement have been studied for more than 20 years. The uniform electric field and the slightly uneven charged movement of metal particles have been extensively researched.
However, this research area has the following practical shortcomings: • The metal particle charge in an uneven electric field. The electrification of metal particles in a uniform electric field can be analyzed according to N. N. Lebedev's model. However, whether the particles are charged according to this rule in an uneven electric field remains unclear. There is a considerable gap between the calculated electrification and the actual measurement.

•
The charging process of metal particles. Although the metal particle charge can be calculated, the response to the transient process has yet to be analyzed, resulting in uncertainty in the metal particle movement when affected by overvoltage.

•
The impact of the electric field on metal particle discharge. Research on calculating metal particle discharge and residual charge near different electrodes is not compre-hensive. As a result, there is an urgent need to conduct such studies since conclusions are lacking.
Subsequent work will analyze the metal particle charging and discharging process (charge transfer process) to understand the mechanism of electric field and voltage effects on the movement of metal particles.

Movement of Conductive Particles near the Uncoated Electrode Insulator
A polypropylene insulating support structure was used to observe the movement of metal particles near the insulating support between wedge-shaped electrodes, wherein the electrode radius R was 160 mm, the center height was 10 mm, and the DC test voltage was 0-15 kV. The metal particles were in the form of stainless steel balls (r = 0.5 mm) and aluminum linear particles (diameter D = 0.25 or 0.5 mm and length l = 2-3 mm) [21]. The results showed that the metal particle movement was significantly different from that without an insulator when the particles were 4 mm from the insulator support under experimental conditions. Under an electric field force, the particles moved toward the high-voltage electrode.
Additionally, the results showed that insulators reduced the initial movement voltage of the metal particles [19]. The insulator type is shown in Figure 14. When the particle was near T-type and C1-type insulators, its initial movement voltage decreased by less than 10% compared with that without an insulator. R-type insulators reduced the initial movement voltage of the metal particles. The initial voltage near T-type and C1-type insulators decreased by less than 10% compared with that without an insulator. At a distance of x 0 = 2 mm from the R-type insulator, it was reduced by 27% compared with that without the insulator.
Coatings 2021, 11, x FOR PEER REVIEW Subsequent work will analyze the metal particle charging and discharging (charge transfer process) to understand the mechanism of electric field and voltage on the movement of metal particles.

Movement of Conductive Particles near the Uncoated Electrode Insulator
A polypropylene insulating support structure was used to observe the movem metal particles near the insulating support between wedge-shaped electrodes, w the electrode radius R was 160 mm, the center height was 10 mm, and the DC test was 0-15 kV. The metal particles were in the form of stainless steel balls (r = 0.5 m aluminum linear particles (diameter D = 0.25 or 0.5 mm and length l = 2-3 mm) [2 results showed that the metal particle movement was significantly different fro without an insulator when the particles were 4 mm from the insulator support un perimental conditions. Under an electric field force, the particles moved toward th voltage electrode.
Additionally, the results showed that insulators reduced the initial moveme age of the metal particles [19]. The insulator type is shown in Figure 14. When the was near T-type and C1-type insulators, its initial movement voltage decreased than 10% compared with that without an insulator. R-type insulators reduced the movement voltage of the metal particles. The initial voltage near T-type and C1-t sulators decreased by less than 10% compared with that without an insulator. A tance of x0 = 2 mm from the R-type insulator, it was reduced by 27% compared w without the insulator. The movement of metal particles near a polytetrafluoroethylene (PTFE) insula similar characteristics to those described in references [19,26]: the particles move h tally and then float, float directly, or move horizontally until they adhere to the su the insulator. Furthermore, the range of insulator influence on particle movemen lated to the insulator shape. Specifically, the spatial distortion of the electric field by the insulator is the main reason for the change in the particle trajectory. The p in the distorted electric field can quickly move toward the insulator.
Under AC voltage (a = 0.5 mm, l = 2 mm, and D = 0.15 mm in a slightly uneven field below 10 kV), the embedded electrode arrangement can improve the electr distribution near the insulator and prevent free conductive particles from adherin surface. It also increases the voltage required for particle floating near the insula suppresses particle floating [30].
K. Sakai et al. similarly adopted a wedge-shaped electrode test device suppo a PTFE pot insulator to explore particle movement characteristics. The results sho the areas of particle movement can be divided into four zones (see Figure 15). In z The movement of metal particles near a polytetrafluoroethylene (PTFE) insulator has similar characteristics to those described in references [19,26]: the particles move horizontally and then float, float directly, or move horizontally until they adhere to the surface of the insulator. Furthermore, the range of insulator influence on particle movement is related to the insulator shape. Specifically, the spatial distortion of the electric field caused by the insulator is the main reason for the change in the particle trajectory. The particles in the distorted electric field can quickly move toward the insulator.
Under AC voltage (a = 0.5 mm, l = 2 mm, and D = 0.15 mm in a slightly uneven electric field below 10 kV), the embedded electrode arrangement can improve the electric field distribution near the insulator and prevent free conductive particles from adhering to its surface. It also increases the voltage required for particle floating near the insulator and suppresses particle floating [30].
K. Sakai et al. similarly adopted a wedge-shaped electrode test device supported by a PTFE pot insulator to explore particle movement characteristics. The results show that the areas of particle movement can be divided into four zones (see Figure 15). In zone A, the particles move toward high-field strength areas. The particles in zones B and C move toward the insulator under DC voltage and adhere to the insulator surface after the collision. However, under AC voltage, the particles in zones B and C change their movement direction and no longer contact the insulator after the collision. The particles in zone D also move toward high-field intensity zones.

The Influence of Coating on Particle Movement
Li et al. used PET coating on the ground electrode to explore particle movement char acteristics under DC voltage [27]. The results showed that the particle lifting field intensity increased due to the changed particle charge (the maximum charge was at the contac between the particles and the film). The particles' rising height around the insulator was significantly reduced as the charge weakened, and the electric field direction changed However, Wang et al. hypothesized that the coating method only changes the particle charging time under DC voltage and that the total charge does not change. Specifically the lifting field strength of particles is improved by electrostatic adsorption to the coating and the charge time causes the "intermittent lifting" of particles around the insulator.
Zhang et al. built a 300 kV GIS test device and used a coating layer made of epoxy resin to explore the particle movement characteristics under the coating layer condition The results showed that, regardless of the applied voltage waveform, polarity, and fre quency, the enhancing effect of the lifting field strength of particles caused by the dielec tric coating was more active under AC voltage than under DC voltage. In their subsequen study [28], they observed that particles did not move under standard or even high DC voltage. The particles could only "reciprocate" under positive DC voltage with oscillation Moreover, the larger the particle size, the longer the particle "reciprocation" time. A sim ilar experiment is reported in Ref. [51], but the coating layer consisted of a high-conduc tivity material. The coating made the electrode surface smoother and reduced the pre breakdown current in the air gap. Therefore, it decreased the charge and rising height o the particles.
K. Sakai et al. discussed the coating's influence on particle movement when studying a method of particle suppression. They used a round convex electrode. The angle between the convex electrode and the plane was 3.5 degrees, and the coating material was polytet rafluoroethylene (see Figure 16). When not coated, the particles moved to the insulator and were eventually adsorbed on its wall or fell into a trap and deactivated. However, the particles occasionally adhered directly under the insulator walls. As the voltage increased these particles escaped from the insulator and reached the high-voltage electrode. Then they oscillated back and forth between poles. After coating the ground electrode with a PET layer, the particles only moved in the horizontal direction due to the increased lifting field strength. After contacting the insulator, these particles climbed up the insulator be cause of their changed charge. As a result, they fell into the insulator wall and became

The Influence of Coating on Particle Movement
Li et al. used PET coating on the ground electrode to explore particle movement characteristics under DC voltage [27]. The results showed that the particle lifting field intensity increased due to the changed particle charge (the maximum charge was at the contact between the particles and the film). The particles' rising height around the insulator was significantly reduced as the charge weakened, and the electric field direction changed. However, Wang et al. hypothesized that the coating method only changes the particle charging time under DC voltage and that the total charge does not change. Specifically, the lifting field strength of particles is improved by electrostatic adsorption to the coating, and the charge time causes the "intermittent lifting" of particles around the insulator.
Zhang et al. built a 300 kV GIS test device and used a coating layer made of epoxy resin to explore the particle movement characteristics under the coating layer condition. The results showed that, regardless of the applied voltage waveform, polarity, and frequency, the enhancing effect of the lifting field strength of particles caused by the dielectric coating was more active under AC voltage than under DC voltage. In their subsequent study [28], they observed that particles did not move under standard or even high DC voltage. The particles could only "reciprocate" under positive DC voltage with oscillation. Moreover, the larger the particle size, the longer the particle "reciprocation" time. A similar experiment is reported in Ref. [51], but the coating layer consisted of a high-conductivity material. The coating made the electrode surface smoother and reduced the pre-breakdown current in the air gap. Therefore, it decreased the charge and rising height of the particles.
K. Sakai et al. discussed the coating's influence on particle movement when studying a method of particle suppression. They used a round convex electrode. The angle between the convex electrode and the plane was 3.5 degrees, and the coating material was polytetrafluoroethylene (see Figure 16). When not coated, the particles moved to the insulator and were eventually adsorbed on its wall or fell into a trap and deactivated. However, the particles occasionally adhered directly under the insulator walls. As the voltage increased, these particles escaped from the insulator and reached the high-voltage electrode. Then, they oscillated back and forth between poles. After coating the ground electrode with a PET layer, the particles only moved in the horizontal direction due to the increased lifting field strength. After contacting the insulator, these particles climbed up the insulator because of their changed charge. As a result, they fell into the insulator wall and became inactivated without moving to the high-voltage pole.

Current Shortcomings and Prospects
A slightly uneven electric field analysis model has been established based on calculating the charged metal particles in a uniform electric field. The obtained results are the floating and collision characteristics and movement changes of metal particles near the insulation, with or without insulation support. However, there are still the following shortcomings in analyzing metal particle movement:  Although models of the uniform electric field, slightly uneven wedge electric field, and coaxial electrode electric field have been built, the analysis of the electric field gradient force on metal particles in each model lacks an individual correspondence, leading to significant errors in research conclusions.  The models lack the ability to quantitatively analyze the influence of the insulation mechanism on metal particles, though four insulating support models have been established, and the metal particle movement has been analyzed using each one. Due to this shortcoming, it is difficult to guide the practical design of the electric field and insulation.
Subsequent work should focus on the final stable motion state of metal particles, including their resonance motion and the adhesion criterion on insulating surfaces.

Discharge Characteristics of Conductive Particles on the Insulating Surface
Conductive particles attached to the insulating surface can cause a surge in surface charge accumulation [52][53][54][55][56][57][58]. The conductive particles attached to the middle position induce a substantial increase in the charge. However, suspended particles have little effect on the surface charge accumulation. Research has found that when the vertical distance from the suspended particles to the insulator surface exceeds four times the particle diameter, the impact on the insulator surface charge can be neglected [10,12,55,56]. The charges accumulated on the insulating surface also produce a Coulomb effect on the conductive particles and modify the electrical field gradient force that they experience, thus changing their discharge characteristics.

Charging Behavior of Conductive Particles on Insulating/Coated Surfaces
Studies have shown that multiple factors alter the charging behavior of conductive particles on the insulating surface. From a quantitative perspective, researchers around the world have always assumed that the particle shape does not affect the particle mechanism or force types and often study spherical particles [46,47]. To find the source of metal particle charging in a uniform DC field, researchers have studied the charging of metal particles when they are stationary on the electrode surface [16,27]. They used the potential function caused by multi-pole expansion to solve the partial differential equations in the

Current Shortcomings and Prospects
A slightly uneven electric field analysis model has been established based on calculating the charged metal particles in a uniform electric field. The obtained results are the floating and collision characteristics and movement changes of metal particles near the insulation, with or without insulation support. However, there are still the following shortcomings in analyzing metal particle movement:

•
Although models of the uniform electric field, slightly uneven wedge electric field, and coaxial electrode electric field have been built, the analysis of the electric field gradient force on metal particles in each model lacks an individual correspondence, leading to significant errors in research conclusions.

•
The models lack the ability to quantitatively analyze the influence of the insulation mechanism on metal particles, though four insulating support models have been established, and the metal particle movement has been analyzed using each one. Due to this shortcoming, it is difficult to guide the practical design of the electric field and insulation.
Subsequent work should focus on the final stable motion state of metal particles, including their resonance motion and the adhesion criterion on insulating surfaces.

Discharge Characteristics of Conductive Particles on the Insulating Surface
Conductive particles attached to the insulating surface can cause a surge in surface charge accumulation [52][53][54][55][56][57][58]. The conductive particles attached to the middle position induce a substantial increase in the charge. However, suspended particles have little effect on the surface charge accumulation. Research has found that when the vertical distance from the suspended particles to the insulator surface exceeds four times the particle diameter, the impact on the insulator surface charge can be neglected [10,12,55,56]. The charges accumulated on the insulating surface also produce a Coulomb effect on the conductive particles and modify the electrical field gradient force that they experience, thus changing their discharge characteristics.

Charging Behavior of Conductive Particles on Insulating/Coated Surfaces
Studies have shown that multiple factors alter the charging behavior of conductive particles on the insulating surface. From a quantitative perspective, researchers around the world have always assumed that the particle shape does not affect the particle mechanism or force types and often study spherical particles [46,47]. To find the source of metal particle charging in a uniform DC field, researchers have studied the charging of metal particles when they are stationary on the electrode surface [16,27]. They used the potential function caused by multi-pole expansion to solve the partial differential equations in the electrostatic field zones and obtained the spherical metal particle charge q b : where D is the electric flux density; ε 0 is the vacuum permittivity; ε 1 is the relative dielectric constant of the gas between the electrodes; r is the radius of the spherical conductive particle, mm; and E 0 is the electric field intensity, kV/cm. Li et al. studied linear conductive particle charging. The charge is related to the particle position and shape [25,27], and the charges of particles positioned vertically and horizontally on the electrode surface are derived from this relationship, respectively. After being charged, the metal particles move because of the electric field force.
Coating the insulating surface improves some of its properties, such as surface roughness. The surface-coated insulator has an enhanced surface electric field distribution and decreased surface charge accumulation, increasing the flashover voltage along the insulator surface. From another perspective, when colliding with the coated insulating film, the conductive particles become charged. The obtained charge is significantly less than that of particles colliding with the bare electrode, thereby reducing the movement activity. This may be related to the time effect of the charge accumulation on the insulating film's surface. In Ref. [27], the conductive particle charge was measured using the Faraday cup method (see Table 7), which demonstrated that particle charge decreased when it lifted off from the filmed surface.  Table 7 shows that the conductive particle charge is about 30-60% under DC voltage when the insulation is not coated. Additionally, the charge polarity is the opposite of that of the applied voltage. Under AC voltage, the charge dispersibility of the conductive particles is greater, and their polarity can be positive or negative.

Movement Characteristics of Conductive Particles on Insulating/Coated Surfaces
Research has found that conductive particles are lifted under the electric field gradient force and radial Coulomb force. Due to the electric field distortion caused by the charge accumulation on the surface and the insulator, the conductive particles may be subjected to the axial Coulomb force and the electric field gradient force. As a result, the particles move toward the insulator and may eventually reach the surface. However, if there are defects on the insulator surface, particles may adhere to it or gather at the junction of the insulator and the electrode. The two ends of the metal particles attached or fixed to the insulator surface generate partial discharge, which intensifies the charge accumulation on the surface to affect the electric field distribution near the insulator (see Figure 17) [27].

Study Area and Storm Events
The Han River basin, located near the center of the Korean peninsula, has two m streams: the Northern and Southern Han River streams. The Chungju Dam (CJD) w shed for the study site is located in the upstream part of the Southern Han River stre The size and length of the CJD watershed are approximately 6648 km 2 and 375 km spectively. The average width downstream of the CJD is 600 m, with an increased ave slope of streamflow. The CJD has a 40% slope for 55.1% of the watershed, and 8.3% o watershed has a slope of over 80%, meaning that the CJD watershed is located in a m tainous area. Figure 3 shows a streamflow schematic of the CJD watershed. The CJD tershed has two main streams, the left and right sides of the watershed, combined in middle of the watershed. In this study, the CJD watershed was divided into 35 sm watersheds with no streamflow information available. To determine the spatial prope of maximum regional floods for a large watershed, spatially distributed streamflow are necessary. However, most smaller watersheds have limitations in providing stre flow information, as previously mentioned in the Introduction. In the case of the CJD tershed, 12 streamflow gauge stations are insufficient to present the spatial characteri of the regional maximum flood. Therefore, a propagation process is necessary. We u four different water level gauges (i.e., Chungju Dam (CJD), Youngwol (YW), Youngw (YW1), and Youngchun (YC)) as validation points, as shown in Figure 3. The CJD in was the primary information we wanted to match, while streamflow data propagate smaller watersheds. The CJD watershed has a significant amount of rainfall during summer season from June to August, most likely over 60% of the total rainfall. For study, 18 events with maximum rainfall were selected from 2001 to 2018, as show Table 1. The movement behavior of conductive particles is the leading factor altering the insulation strength of GIS/GILs, and the movement characteristics are related to the applied voltage type. Studies have shown that in a DC GIL, the particle movement activity becomes more energetic due to the unipolar electric field force. Therefore, the particles can penetrate the electrode gap when they are lifted. The studies also report that the gas pressure, voltage polarity, and particle length do not affect the electric field intensity required for lifting. In addition, the conductive particles jump vigorously under the impulse voltage and penetrate the electrode gap [10,26]. The voltage required for particles to lift off or to penetrate the electrode gap is higher under impulse voltage than under AC or DC. Specifically, this involves linear particles accompanied by hovers and jumps of corona discharge near the negative electrode [49].
Many scholars around the world have studied the movement characteristics of conductive particles on an insulating surface. Their findings indicate that the particle movement characteristics are related to the initial particle position, voltage type, voltage amplitude, and reflection coefficient. Conductive particles with various initial positions have diverse trajectories under the same voltage. In the same condition, the particle trajectories change when step voltages with different amplitudes are applied (see Figure 18). The movement behavior of conductive particles is the leading factor altering the insulation strength of GIS/GILs, and the movement characteristics are related to the applied voltage type. Studies have shown that in a DC GIL, the particle movement activity becomes more energetic due to the unipolar electric field force. Therefore, the particles can penetrate the electrode gap when they are lifted. The studies also report that the gas pressure, voltage polarity, and particle length do not affect the electric field intensity required for lifting. In addition, the conductive particles jump vigorously under the impulse voltage and penetrate the electrode gap [10,26]. The voltage required for particles to lift off or to penetrate the electrode gap is higher under impulse voltage than under AC or DC. Specifically, this involves linear particles accompanied by hovers and jumps of corona discharge near the negative electrode [49].
Many scholars around the world have studied the movement characteristics of conductive particles on an insulating surface. Their findings indicate that the particle movement characteristics are related to the initial particle position, voltage type, voltage amplitude, and reflection coefficient. Conductive particles with various initial positions have diverse trajectories under the same voltage. In the same condition, the particle trajectories change when step voltages with different amplitudes are applied (see Figure 18). When reciprocating in the electrode gap, the conductive particles collide with the electrode and reflect. The tangential reflection coefficient γl and normal reflection coefficient γn are usually used to express the relationship between particle incident and reflection velocities. Figure 19 shows the particle trajectories with different reflection coefficients. When reciprocating in the electrode gap, the conductive particles collide with the electrode and reflect. The tangential reflection coefficient γ l and normal reflection coefficient γ n are usually used to express the relationship between particle incident and reflection velocities. Figure 19 shows the particle trajectories with different reflection coefficients. In addition, γn affects the position at which the particle finally resonates, and γl changes the time required for the particle to reach resonance.

Influence of Conductive Particles on Discharge Characteristics
Conductive particles move with the electric field force in GIS/GILs, which can cause breakdown between the electrodes or induce flashover along the insulator. Studies have shown that conductive particles reduce the gas insulation performance between electrodes. The comparison shows that the gas insulation strength decreases significantly as the conductive particle length increases and the particle diameter decreases (see Figure  20a). Under AC conditions, when the conductive particles in the coaxial electrode (76/254, bare electrodes) increase to 6.5 mm, the insulation strength is reduced by 35% compared with that with no particles (see Figure 20b) [17,22,23,57].  Figure 20. Effect of linear particles of different sizes on gas electric field intensity and breakdown voltage between electrodes; (a) relationship between linear particle size and gas electric field intensity; (b) relationship between linear particle size and breakdown voltage between electrodes.
When metal particles are attached to the insulator surface, their impact on the insulator's flashover voltage is related to the particle length and distribution on the insulator. The flashover voltage drops by about 25% when the particles in the middle of the supporting insulator increase from 3 to 6 mm. Since the metal particles studied by the freespread method increase from 2 to 5 mm, the tangential electric field component is reduced by more than 30% during flashover [18,57,58].
In references [18,54], when conductive particles with a length of 2.3 mm were attached to the insulator surface, the field strength in the vicinity increased to about 1.2 times the original field strength. However, when conductive particles of the same size adhered to the insulator surface, they had a more significant impact on the field strength, In addition, γ n affects the position at which the particle finally resonates, and γ l changes the time required for the particle to reach resonance.

Influence of Conductive Particles on Discharge Characteristics
Conductive particles move with the electric field force in GIS/GILs, which can cause breakdown between the electrodes or induce flashover along the insulator. Studies have shown that conductive particles reduce the gas insulation performance between electrodes. The comparison shows that the gas insulation strength decreases significantly as the conductive particle length increases and the particle diameter decreases (see Figure 20a). Under AC conditions, when the conductive particles in the coaxial electrode (76/254, bare electrodes) increase to 6.5 mm, the insulation strength is reduced by 35% compared with that with no particles (see Figure 20b) [17,22,23,57]. In addition, γn affects the position at which the particle finally resonates, and changes the time required for the particle to reach resonance.

Influence of Conductive Particles on Discharge Characteristics
Conductive particles move with the electric field force in GIS/GILs, which can cau breakdown between the electrodes or induce flashover along the insulator. Studies hav shown that conductive particles reduce the gas insulation performance between ele trodes. The comparison shows that the gas insulation strength decreases significantly the conductive particle length increases and the particle diameter decreases (see Figu  20a). Under AC conditions, when the conductive particles in the coaxial electrode (76/25 bare electrodes) increase to 6.5 mm, the insulation strength is reduced by 35% compare with that with no particles (see Figure 20b) [17,22,23,57].  Figure 20. Effect of linear particles of different sizes on gas electric field intensity and breakdown voltage between electrodes; (a) relationship between linear particle size and gas electric field intensity; (b) relationship between linear particle size and breakdown voltage between electrodes.
When metal particles are attached to the insulator surface, their impact on the ins lator's flashover voltage is related to the particle length and distribution on the insulato The flashover voltage drops by about 25% when the particles in the middle of the su porting insulator increase from 3 to 6 mm. Since the metal particles studied by the fre spread method increase from 2 to 5 mm, the tangential electric field component is reduce by more than 30% during flashover [18,57,58].
In references [18,54], when conductive particles with a length of 2.3 mm were a tached to the insulator surface, the field strength in the vicinity increased to about 1 times the original field strength. However, when conductive particles of the same si (a) relationship between linear particle size and gas electric field intensity; (b) relationship between linear particle size and breakdown voltage between electrodes.
When metal particles are attached to the insulator surface, their impact on the insulator's flashover voltage is related to the particle length and distribution on the insulator. The flashover voltage drops by about 25% when the particles in the middle of the supporting insulator increase from 3 to 6 mm. Since the metal particles studied by the free-spread method increase from 2 to 5 mm, the tangential electric field component is reduced by more than 30% during flashover [18,57,58].
In references [18,54], when conductive particles with a length of 2.3 mm were attached to the insulator surface, the field strength in the vicinity increased to about 1.2 times the original field strength. However, when conductive particles of the same size adhered to the insulator surface, they had a more significant impact on the field strength, increasing it to 3.4 times the original strength. Furthermore, the study found that the particle position also changed the electric field distribution: the degree of the surface electric field distortion decreased as the electrode distance increased.

Conclusions and Prospects
The coating material applied to the electrode and insulator influences particle charging characteristics, movement, and discharge. Particle charging, movement, and charge transfer in DC, AC, and superimposed electric fields were compared between different surfaces, and several conclusions are summarized as follows: • The charge of metal particles on the bare electrode surface is mainly due to induced charges and is proportional to the applied electric field. The particle can be charged instantaneously. The charge of metal particles on the coated electrode surface is mainly affected by conduction. When the applied electric field passes a certain threshold, the metal particle charge markedly increases and accumulates as time increases. The time effects on the charge of insulating coating surface particles have not been researched. Research trends suggest that future studies will focus on the relation between the surface charge and spatially charged conductive particles. • When the electrode is bare, the same field strength is needed for the floating of metallic particles in AC and DC electric fields. When the electrode is coated, the field strength needed for metallic particles to float is higher in the DC electric field than in the AC electric field. The metallic particle oscillates between electrodes in the DC electric field, preferring to move toward higher electric field strength. In the AC electric field, the metallic particle jumps on the electrode surface with a small distance, and the distance decreases as the power frequency increases, which increases the chance of collision between the metallic particle and the electrode. In the DC electric field with a coated electrode, the metallic particle has interval and single directional movement. It is easier to recognize metallic particle defects. Therefore, future research can focus on effective methodologies for the detection of metallic particle defects by applying a combination of pulsing, DC, and AC electric fields. • When the bare electrode is used in a DC electric field, the metal particle oscillates along the insulator surface near the insulating support, and flashover readily occurs. In the AC electric field, the distance of metallic particle movement around the insulator increases. When the electrode is coated, the distance of metallic particle movement decreases, and the metallic particle motion becomes predictable and controllable. Furthermore, when the electrode is coated, it increases the activation potential of metallic particles, reducing the chance that it will be lost. Investigating the functionalities of innovative coating materials, together with insulator dielectric properties and metallic particle trapping designs, is a promising research direction.