Next Article in Journal
CO2 Removal in Hydrogen Production Plants
Previous Article in Journal
Multi-Objective Optimization of an Energy Community Powered by a Distributed Polygeneration System
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Simulation and Suppression Measure Analysis of Electromagnetic Radiation Interference Due to Frequency Converters in Coal Mines

1
School of Electrical Engineering, Beijing Jiaotong University, Beijing 100044, China
2
EMC Lab, CCTEG China Coal Research Institute, Beijing 100013, China
3
Shuozhou Power Supply Company, State Grid Shanxi Electric Power Company, Shuozhou 036000, China
4
Transportation Technology Research Institute, CHN Energy Group, Beijing 100089, China
5
School of Electrical and Electronic Engineering, Cangzhou Jiaotong College, Huanghua 061199, China
*
Author to whom correspondence should be addressed.
Energies 2024, 17(13), 3088; https://doi.org/10.3390/en17133088
Submission received: 7 May 2024 / Revised: 24 May 2024 / Accepted: 29 May 2024 / Published: 22 June 2024
(This article belongs to the Section F: Electrical Engineering)

Abstract

:
Nowadays, due to their characteristics of high efficiency and energy saving, frequency converters are used in coal mine excavation machines and ventilation machines. They can cause serious electromagnetic radiation interference with the surrounding monitoring, sensing and other equipment. Therefore, it is necessary to explore the electromagnetic interference characteristics of mining converters. By choosing a ZJT-75/660SF mine frequency converter as the research object, an antenna model was established, and the method of moments was used to solve the problem. The electromagnetic radiation characteristics of the frequency converter were analyzed, and a field experiment was conducted to verify the effectiveness of the model by comparing the simulation and experimental data. According to the analysis of the electromagnetic intensity distribution characteristics of the near field and far field, the near-field intensity is concentrated in the inner part of the converter, but the far-field intensity has obvious directional characteristics, which are found to provide a reference value for the location of the underground mining converter. Finally, a method is proposed to improve electromagnetic radiation disturbance by changing the structure of the converter’s heat dissipation hole, and the feasibility of this method is verified.

1. Introduction

The safety performance and energy saving of mining equipment have always been among the important indicators for the evaluation of safe coal mine production [1], and frequency conversion speed regulation technology can be widely used on many occasions in the underground coal mine environment because of its superior energy-saving benefits. China Coal Research Institute of Science and Technology conducted research on the operation of a new safety monitoring system in several coal mines, such as Jizhong, China, and Shendong, China; it conducted field tests and analyses on interference problems and found that most abnormal working conditions of the safety monitoring system were caused by interference generated by the nearby frequency converter [2]. Mine frequency converters generally include rectifier and converter links to realize AC-DC-AC conversion. There will be harmonics in the rectification process of the frequency converter, and due to the high current change rate and high voltage change rate generated in the converter, they will affect the surrounding electromagnetic environment. The high-frequency pulse will also act on the distributed capacitance and inductor in the circuit, thus increasing the degree of electromagnetic interference. As a result, the data transmitted by the monitoring system are not the actual values that should be displayed. If the gas data values transmitted are larger than the actual values and exceed the allowable values for the gas concentration in the mine, a false alarm will be generated, and the normal and safe operations of the mine will be affected.
In recent years, there has been more research on harmonic interference generated by frequency conversion equipment in coal mines, and relevant prevention and control measures have been proposed [3,4,5]. In the above stage, research on the electromagnetic radiation of mine converters has been based on measured data. With the enrichment of electromagnetic field calculation methods and improvements in hardware computing ability, the application of electromagnetic simulation software is gradually maturing, and the dimension and accuracy of calculation models have improved. In recent years, most scholars have begun using simulation software to build models, select suitable electromagnetic field calculation methods to solve the model field, and analyze the simulation results to further master the characteristics of electromagnetic radiation. Several teams have modeled interference sources and their propagation [6,7,8,9]. Other scholars have simulated and analyzed the electromagnetic radiation of switching power supplies, inverters, electric vehicles, traction converters, converter valves and other devices and obtained many research results [10,11,12,13,14,15,16]. Yang. Y from Liaoning Technical University built a frequency converter antenna model in the electromagnetic field simulation software FEKO by combining the MOM and antenna theory, simulated and analyzed the interference characteristics of the speed regulation system at steady state, and verified the feasibility of using the MOM to solve and study the antenna model of a mine frequency converter [17]. However, there are still some limitations in the current research on measures for the suppression of radiation interference from frequency converters used in coal mines. Therefore, based on a simulation analysis of the radiation interference characteristics of coal mines, this paper investigated potential suppression measures.

2. Analysis of Electromagnetic Radiation Interference Mechanism of Mine Frequency Converters

The rectifier and transformer of the frequency converter belong to the nonlinear load in the power grid, and there will be a certain number of harmonics. The converter link adopts sinusoidal pulse width modulation (SPWM). In the process of repeated high-frequency power switching by an IGBT device with a set frequency and amplitude, the switching frequency doubles the high amplitude of the harmonic components. At the same time, high-frequency pulse signals with large du/dt and di/dt will be generated when the IGBT switches its switching state quickly. According to electromagnetic wave theory, the electromagnetic wave will be generated by the time-varying charge or the time-varying current. Dr. Zhang designed an experiment to analyze the electromagnetic radiation level of an IGBT in a modular multilevel converter (MMC) sub-module based on research on the MMC’s electromagnetic radiation disturbance characteristics and verified that the IGBT is the source of radiation interference from a frequency converter [18].
For a frequency converter, its own wiring, metal casing, etc., can be used as coupling paths to radiate electromagnetic waves. The high-frequency du/dt pulse generated by frequent IGBT on–off switching will act on the parasitic capacitance, and the high-frequency di/dt pulse will act on the parasitic inductance. These parasitic parameters also provide a coupling path for the voltage and current generated by conducting electromagnetic interference and then generate radiation interference.
The electromagnetic environment in an underground coal mine is complex, and the sensitive equipment in coal mines mainly includes monitoring, communication and other systems, as well as sensors and other equipment.

3. The Background Theory

3.1. Antenna Electric Field Calculation Theory

The model established for the research object in this paper is equivalent to an antenna, and the excitation source is set in the software. An induced current is generated on the surface of the model, and the field intensity is
E ( r ) = - j ω A ( r ) - φ ( r )
In the above equation,
A ( r ) = μ 4 π s J e - j k R R d S
φ ( r ) = j 4 π ε ω s · J e - j k R R d S
where A is the vector magnetic potential, φ is the scalar potential, ω is the angular frequency, k is the wave number, and R is the distance between the field point and the source point.
Substituting these terms into Equation (1) yields
E = 4 π j ω ε s · J e - j k R R d S - j ω μ 4 π s J e - j k R R d S
According to Equation (4), the determination of the electric field intensity necessitates acquiring the value of the surface current density. In combination with the model in this paper, the process flow for solving the surface current density using the MOM is shown in Figure 1. In the equation, g is the frequency-domain value of the collector–emitter voltage during the IGBT’s switching-off phase, which corresponds to different frequency points and is a known quantity. After obtaining the surface current density J corresponding to different frequency points by computer, the intensity of the radiated electric field corresponding to different frequencies is obtained.
The method of moments (MOM) was first used in 1963 by K. K. Mei in his doctoral dissertation work. The classic work on the MOM for solving electromagnetic fields is R. F. Harrington’s monograph published in 1968 [19]. The MOM is a strict numerical method based on Maxwell’s integral equation, which has high accuracy. Because the Green’s function directly satisfies the radiation condition, the MOM only needs a discrete geometric model and does not need a discrete space. It can flexibly solve problems with complex boundaries. Since the MOM was first proposed, it has been widely applied to electromagnetic radiation, electromagnetic scattering and electromagnetic compatibility [20].
In simulation software, when the MOM is used to solve the electromagnetic field, the accuracy of the results mainly depends on the precision of the modeling of the target object, the selection of the weight function and the basis function and the calculation of the impedance element [21], and the amount of calculation depends on the calculation frequency and the size of the geometric model. In this paper, the RWG function is selected, and the Galerkin method is used as the weight function: that is, the form of the weight function is the same as the basis function.
Furthermore, in view of possible systematic errors in the MOM algorithm, three mesh sizes, 1.426 mm, 1.421 mm and 1.410 mm, were divided for all constructed models. The results show that the difference in radiation field intensity is less than 6.58% under the three mesh sizes. This shows that the systematic errors of the MOM algorithm are within the controllable range, and the accuracy of the electromagnetic simulation results can be guaranteed.

3.2. Near- and Far-Field Theory

The electromagnetic radiation field is divided into the near field (radiation field) and far field (induction field) according to the difference between the induction field and radiation field. In general, the region within a range of three wavelengths of the field source at the center is usually called the near field. The region beyond three wavelengths from the center of the field source is called the far-region field.
The far-field solver in the software is built in a spherical coordinate system. Since the far-field solver solves the distribution of the field at an infinite distance in a fixed direction, the user does not need to set the distance parameter r from the center point to the origin in the spherical coordinate system. In order to facilitate the analysis, when describing the far-field radiation in the spherical coordinate system, the variation range of Φ is specified as 0°~180°, and the variation range of θ is −90°~90°, as shown in Figure 2. The observed far-field region is a half-sphere on the XY plane.

4. Simulation Analysis of Radiation Interference Source

As an excitation source of electromagnetic radiation, the interference signal of the IGBT is generated by the IGBT switching frequency and its frequency doubling, the steep rising and falling edges of the breaking signal and the signal distortion caused by parasitic capacitance and inductance [22]. The electromagnetic radiation level of the IGBT has a large impact on the overall electromagnetic radiation level of a fan frequency converter. In order to obtain the rapidly changing voltage signal generated by the IGBT during the on–off process, this section conducts a simulation analysis of the converter circuit.

4.1. Converter Simulation Model

The AC-DC-AC converter model described in this paper is built in MATLAB 2021a software, as shown in Figure 3.
After simulating the above model, we observed the IGBT voltage between the collector and emitter ( u C E ) at the bridge arm 3 position at a converter output frequency of 20 Hz. A typical time-domain waveform is shown in Figure 4a, and the frequency-domain waveform is obtained by the Fourier transform, as shown in Figure 4b. The amplitude is higher in the low-frequency component, and the amplitude generally shows a downward trend with increasing frequency.

4.2. Analysis Results

In order to extract the electromagnetic radiation disturbance source during the IGBT on–off process, the amplitudes of u C E at each frequency point were taken as the excitation sources of the subsequent converter antenna model.
The IGBT simulation model and its mesh model are shown in Figure 5. The voltage source was selected as the model excitation source and was applied to the line port, which was placed on the aluminum bonding line on the IGBT chip in the module.
The voltages of the three groups of excitation sources were set to 667 μV, 1 V and 10 V. The reason for these three excitation sources is that there are obvious differences in the number of the three voltage excitation sources, so the influence of voltage excitation sources on the electromagnetic disturbance characteristics of the device can be easily analyzed. The near-field solver was set from the origin of coordinates, and the direction was the positive direction of the X-axis. The field point was calculated every 10 mm, ending at (100, 0, 0). The results are shown in Figure 6. It can be seen in Figure 6 that the electric field intensity increases with the increase in voltage amplitude when the frequency and the number of mesh cells are the same for the field points at the same position. The variation trends of radiation field intensity under excitation at different voltage levels are basically the same. The far-field calculation results have the same rules as those of the near field; the simulation results are shown in Figure 7, and Figure 7a–c correspond to the far-field electric field distributions when the voltage amplitude excitation is 667 μV, 1 V and 10 V, respectively.
The interference source signal obtained by the above simulation was applied to the IGBT model as an excitation source. Frequency points of 1 MHz, 5 MHz, 10 MHz, 15 MHz, 25 MHz and 35 MHz were selected. The near-field solver and far-field solver were set, and the IGBT model was solved by the MOM. This paper only lists the Z = −30 mm plane simulation results, as shown in Figure 8.
In the near-field simulation results, the radiation at each frequency point is almost the same, and it radiates outward from the center of the IGBT. The high-field-intensity region is concentrated near the IGBT module, and the field intensity decreases gradually as the distance increases. The radiation level at each frequency point is different. Among the six frequency points solved above, the 1 MHz frequency point has the highest radiation level, and the maximum electric field intensity is −67.5 dBV/m. The 3D far-field simulation diagrams of the IGBT’s different frequency points are shown in Figure 9. The radiation direction is the same for each frequency point, but the radiation levels are different. The far-field radiation is based on the center of the IGBT, and it diffuses outward in two directions: Φ = 145°, θ = 45° and Φ = 35°, θ = 135°. The high-field-intensity area is concentrated in Φ = 35°~55°, θ = 0°~360°.

5. Radiation Interference Simulation and Experiment of Mine Frequency Converter

Compared with the IGBT, the structure of the frequency converter is more complex. There are many capacitors, inductors and other elements inside, and there are also metal structures, such as cases. The simulation model in this paper is a 1:1 model based on the actual structure and size. The overall size is 1500 mm × 896 mm × 986 mm. This paper sets the same number of welded IGBT devices in the converter as in the ZJT series inverter, so the electromagnetic field characteristics of the converter simulation model and the actual model are highly similar. The IGBT model follows the above model, and the capacitor, inductance and resistance in the frequency converter are equivalent to those in a surface antenna. The material was set as a perfect conductor. The size parameters of the frequency converter’s metal case were set according to the actual size. The whole case is also equivalent to the surface antenna. The simulation model of the frequency converter is shown in Figure 10. At the same time, the ground was added to the model, which was set as a perfect conductor. The origin of the coordinates is placed at the center of the bottom of the frequency converter case.
A line port was set on the aluminum bonding line in the IGBT model in the frequency converter, and a voltage source was applied as an excitation. The amplitude is the frequency-domain voltage signal in the IGBT breaking process corresponding to each solving frequency. Considering the actual situation, three voltage source excitations were applied to the three IGBT modules on the right side of the frequency converter.
The solution method uses the MOM, and the triangular mesh method is used to divide the model, as shown in Figure 11. The meshes at the frequency converter model are relatively dense, while the meshes at the ground edge are large and sparse.
After establishing the model, the near-field solver and far-field solver were added to the model. Three near-field solvers were set according to the actual situation, as shown in Figure 12.

5.1. Cuboid Solver

A 2000 mm × 2500 mm × 1200 mm cuboid solver was used with steps of 100 mm in the X-axis, Y-axis and Z-axis, and 21 YZ planes, 26 XZ planes and 13 XY planes were calculated. This paper only presents some of the near-field radiation diagrams.
We select the XY plane with Z = 300 mm at different frequency points, and the simulation results are shown in Figure 13.
The electric field radiation trends in other directions are the same as the simulation results in the XY plane at Z = 300 mm. The simulation results show that the intensity of the radiated field inside the frequency converter is greater than the intensity outside the frequency converter, and the frequency converter case has a shielding effect on the electromagnetic radiation generated by the internal circuit. According to the simulation results, it can be seen that the radiated electric field intensity of the frequency converter case decreases as the frequency increases.

5.2. Linear Solver

A linear solver with a length of 3 m was set in the center position on the right side of the converter case along the positive direction of the Y-axis. The solution area is (X = 0 mm, 750 mm ≤ Y ≤ 3750 mm, Z = 375 mm), and the solution step is 0.1 m. Thus, there are 31 positions in total. We can observe the electric field radiation level at a distance of 3 m around the case of the frequency converter. The simulation results for each frequency point are shown in Figure 14. The case is located at 0.75 m. The electric field radiation at the case is the largest. Although some frequency points fluctuate in a small range, the field intensity tends to decrease with the increase in distance. The radiation levels at the 5 MHz and 15 MHz frequency points at field points that are 1.3 m away from the case are similar.

5.3. Point Solver

A single field point solver was set near the output cable of the frequency converter case, located at coordinates (235, 840, 740), to calculate the electric field radiation intensity of the field point. The model accuracy is verified by comparing the results with the experimental data in the following text. No analysis will be presented here.
The simulation results of the far-field solver are shown in Figure 15. We observed the trend of electromagnetic radiation in a certain direction at an infinite distance according to the diagram.
According to the far-field distributions of the listed typical frequency points, the distribution of high field intensity at the 1 MHz frequency point and 5 MHz frequency point is scattered, and the distribution of high field strength at subsequent frequency points is concentrated and continuous. The color is used to simulate the field intensity distribution in the software. From the color distribution, the field intensity values at 10 MHz, 15 MHz, 25 MHz and 35 MHz frequency points transition from the top to the bottom.
In Figure 16, there are three lobes in far-field radiation at a frequency of 1 MHz: the major lobe is θ = 0°, and the side lobes are located at θ = 70° and θ = −70°. The difference between the maximum field intensity of the major lobe and the side lobes is about 2 dBV/m. The far-field radiation with a frequency of 5 MHz is as follows: when Φ varies between 50° and 95°, the far-field lobes appear in the three places where the directions are θ = 0°, 60° and 300°. And, there is a maximum electric field intensity in the direction of 0°. In the process of Φ changing from 0° to 180°, the maximum value of far-field radiation intensity at 10 MHz frequency always appears in the range of θ from −10° to 10°. Overall, the field intensity decreases from the top to the bottom. The far-field radiation at a frequency of 15 MHz is roughly the same as that at a frequency of 10 MHz. In the process of Φ changing from 0° to 180°, the radiation field intensity between −45° and 30° is at a high level. The distribution range of the high field intensity area at the 15 MHz frequency point is larger than that at the 10 MHz frequency point, but the field strength value slightly decreases. The high-amplitude field intensity region at the 25 MHz frequency point corresponds to the range of θ from −25° to −5°. The far-field radiation intensity level at the 35 MHz frequency point is lower, and the main radiation direction is θ = −45°~−5°. The field intensity is the largest in the direction of Φ = 0°, θ = −40°. When arranging cables or secondary equipment, laying them in an area with a strong radiation field from the frequency converter should be avoided.

5.4. Radiation Interference Experiment on Mine Frequency Converter

The measurement of the electromagnetic radiation level of the frequency converter in this paper is mainly carried out according to the domestic standard GB 12668.3-2012 [23]. The test environment in this paper can be arranged with reference to the measurement environment specified in the standard for the radiated emission measurement of class C3 equipment, and the test results are compared with the emission limits of each frequency band and ports of class C3 equipment in the standard.
The tested equipment in this paper is a ZJT-75/660SF mining frequency converter, which is used to control a local ventilator, and the physical object is shown in Figure 17. The measuring equipment is an N9342C American Keysight handheld spectrum analyzer with a frequency range of 9 KHz~7 GHz and a resolution bandwidth of 2 MHz, and the selected antenna, R&S®HE300, is a basic handheld directional antenna, which is suitable for locating transmitters and interference sources, covering the frequency band range of 9 KHz~7.5 GHz.
The test points are arranged around the case near the output cable, corresponding to the field point of the near-field solver located at the case near the output cable of the frequency converter. In the simulation process, some frequency points within 1~36 MHz were selected to obtain the radiation field intensity distribution at each frequency point. After unit conversion, the data were compared with a group of measurement results obtained when the output frequency of the frequency converter was 20 Hz, as shown in Figure 18.
Comparison and analysis show that, at most frequency points, the simulation results are very close to the measured data. The calculated values of field intensity at 1~3 MHz frequency points are greater than the measured values, and the difference between the simulation results and the measured data at 1 MHz frequency point is 64.68 dBμV/m, corresponding to 0.0017 V/m. The simulation data for some frequency points are smaller than the measured data, and the difference is the largest at the 21.5 MHz frequency point, about 16.74 dBμV/m, corresponding to 6.8 × 10−6 V/m. The reason that the results at these frequency points are higher or lower than the measured values is that the position of the excitation source is fixed in the software simulation. In actual operation, the upper and lower tubes of the three half-bridge circuits are alternately connected, and the position of the excitation source is changed. So, the IGBT interference signal obtained in the simulation is different from the actual measurement. In addition, during the operation of the frequency converter, the voltage signal output by the IGBT is not a uniform periodic pulse. Although the single waveform selected during the simulation is typical, it cannot represent the situation of each on–off waveform.
According to the provisions of the national standard GB 12668.3-2012 on the radiation limit of a case port of an electric drive system, in combination with the test results in this paper, the electromagnetic radiation levels at frequency points after 30 MHz are all within the allowable limit of 90 dBμV/m or less. While ensuring the rationality of the frequency points studied in this paper, it is determined that coal mine converter equipment can still be judged by the GB standard.

6. Suppression Measures of Electromagnetic Radiation Interference

Nowadays, the heat dissipation holes of a frequency converter are mostly rectangular, which affects the effectiveness of the housing in shielding electromagnetic radiation. To study the influence of the shape of the heat dissipation holes on electromagnetic radiation and ensure the same heat dissipation effect, the traditional rectangular heat dissipation holes were improved and replaced with a 3 × 12 rectangular heat dissipation hole array and round heat dissipation holes.
In order to verify the influence of different heat dissipation hole shapes on the heat dissipation effect of the housing, the heat dissipation effects of housing with rectangular heat dissipation holes, a 3 × 12 rectangular hole array and circular heat dissipation holes were analyzed by using thermodynamic data, mainly involving the heat transfer equation, heat loss equation and boundary heat dissipation equation, as shown in Equations (5)–(7), respectively:
q i n = - k T
ρ m C p T t + ρ m C p v T + q i n = Q
n q o u t = h T o u t - T
In Equations (5)–(7), q i n is the heat flux of the physical model’s heat conduction, q o u t is the heat flux of convection heat dissipation, k is thermal conductivity, T is temperature, ρ m is object density, C p is specific heat capacity, t is time (seconds), v is the node displacement velocity of the model and, in this paper, v = 0   m / s . v , Q is the heat source, n is the heat dissipation direction, h is heat transfer coefficient, and T o u t is the external temperature.
Then, the heat dissipation performance of three kinds of frequency converter models with heat dissipation holes was studied. The heat source in this study was the IGBT module with an additional structure such as the binding line simplified, which was simplified by replacing it with a rectangle of equal volume located inside the converter housing. The heating source was set to 10 W, and the cross-section of the heat dissipation hole was selected in the temperature-solving plane. Through the simulation of its steady-state temperature, the simulation results for the rectangular hole, the 3 × 12 rectangular hole array and the circular hole were obtained, as shown in Figure 19. In order to compare the cross-section temperatures more clearly, the average temperature of each cross-section is listed at the top of the figure.
As can be seen from the temperature simulation results for the housing’s heat dissipation hole section in Figure 19, the three kinds of heat dissipation holes all have good heat dissipation effects, and the heat mainly radiates outward along the lower heat dissipation holes. The average cross-section temperatures of the three kinds of heat dissipation holes are 24.194 °C, 24.187 °C and 24.246 °C. The relative error percentages between the average temperatures of the two improved heat dissipation holes and that of the traditional rectangular heat dissipation holes are 0.029% and 0.21%. It can be inferred that the steady-state average temperatures of the heat dissipation holes are basically the same.
In order to understand the heat dissipation process with different heat dissipation hole shapes in detail, the influence of three heat dissipation hole shapes on the heat dissipation process was compared. The change curves of the average junction temperature of the IGBT, the average cross-section temperature of the heat dissipation hole of the frequency converter shell and the average cross-section temperature 2 m outside the frequency converter were each measured over time. The initial temperature was room temperature, 20 °C, and the normal working time of the IGBT was 1000 s. The thermal power was 10 W, and after 1000 s, the IGBT stopped working and carried out natural heat dissipation. The total simulation time was 2000 s, and the change in the average junction temperature of the IGBT was monitored over time. The average temperature change curve of the heat dissipation hole section of the converter housing and the average temperature change curve of the section 2 m outside the converter are shown in Figure 20.
It can be seen in Figure 20a that the junction temperature of the IGBT shows a trend of periodic increase and decrease. It can be seen in Figure 20b that when the temperature is rising, the average temperature of the shell interface of the circular heat dissipation hole is slightly higher than those of the other two types of heat dissipation holes, while when the temperature is steadily falling, the average temperature of the shell interface of the circular heat dissipation hole is slightly lower than those of the other two types heat dissipation holes. Similar temperature results can be obtained from Figure 20c.
The heat dissipation capacity of the three kinds of heat dissipation holes is basically the same, so the electromagnetic radiation disturbance characteristics with the three kinds of heat dissipation holes can be further analyzed.
Field points 5 cm outside the ventilation holes on both sides of the frequency converter were taken, and the coordinates were (−197,−68,200), denoted as point A. Several typical frequency points were taken, and the moment method was used to calculate the radiation interference of the frequency converter. Table 1 shows the simulation results of the radiated electric field intensity at two points, A and B, without a metal shell or with three different types of heat dissipation holes.
According to Figure 21 and Table 1, compared with the housing with traditional rectangular heat dissipation holes, the housing with the 3 × 12 rectangular heat dissipation hole array can reduce the radiated electric field intensity by 10~40%, and that with the circular heat dissipation holes can reduce the radiated electric field intensity by 20~60%.
Then, the shielding efficiency was introduced to calculate the degree to which the converter’s shell attenuates electromagnetic waves. The equation for calculating the efficiency of electric field shielding is
S E E = 20 l g 1 T E = 20 l g E 0 E 1
In Equation (8), S E E is the field-shielding efficiency. T E is the transmission coefficient, and its value is the ratio of the electric field strength in the presence of a shield to the electric field strength in the absence of a shield. E 0 is the strength of the electric field without the shield, and E 1 is the electric field strength in the presence of a shield. The shielding-efficiency comparison graph is shown in Figure 22.
If the maximum aperture size is an integer multiple of a half-wavelength of the system, the electromagnetic wave energy radiated from the aperture reaches the maximum, so the maximum aperture size of the shield box should be less than λ /10~ λ /100. For the suppression of electromagnetic radiation interference from the frequency converter, in addition to keeping the holes away from the source of radiation disturbance, we can improve the design of the heat dissipation holes in the housing using the following two methods: one is to avoid the use of large holes as far as possible and use a hole array instead; the second is to shorten the length-to-width ratio of the rectangular hole or to minimize the use of the rectangular hole, possibly by replacing the rectangular vent with a circular vent, which can reduce the electromagnetic disturbance of the converter in the mine environment by approximately 21%.

7. Conclusions

In this paper, an electromagnetic simulation model of the ZJT-75/660SF inverter and its internal IGBT device was first built. Based on this model, electromagnetic disturbance characteristics were analyzed, and electromagnetic suppression measures were studied. The following conclusions were obtained:
(1)
Through a comparison of the experiment and simulation, it is proved that the electromagnetic simulation model of the converter can closely reflect the characteristics and rules of the near-field and far-field intensity distributions of actual converter equipment.
(2)
The radiation field intensity at frequencies over 30 MHz is lower than the allowable limit of 90 dBμV/m. The high-frequency characteristics at frequencies above 30 MHz can be ignored during electromagnetic interference characterization measurements.
(3)
The case of the frequency converter has a shielding effect on its radiation. By changing the converter’s heat dissipation hole to a circular structure, the electromagnetic disturbance degree of the converter in the mine environment can be reduced by about 21%, which proves that the structural design of the heat dissipation hole is one of the main factors affecting the shielding efficiency of the converter. Otherwise, areas with high field intensity are distributed inside the frequency converter, and the electromagnetic radiation level within the case is higher than in the external environment of the frequency converter. When arranging cables or secondary equipment, laying them in an area with a strong radiation field from the frequency converter should be avoided.
(4)
Increasing the excitation source voltage will increase the near-field and far-field radiation electric field intensity. The electric field intensity in the far field has a distinct directional character, and special attention should be paid when lining up coal mine equipment.

Author Contributions

Data curation, Z.X. and L.S.; software, H.W.; formal analysis, Y.L.; writing—review and editing, X.Z.; writing—original draft, R.C. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Fundamental Research Funds for the Central Universities (grant number 2024JBZY004) and China Coal Technology Engineering Group (grant numbers 2020-ZD005 and 2023-TD-ZD005-001).

Data Availability Statement

The data used to support the findings of this study are included within the article.

Conflicts of Interest

Author Huijuan Wang was employed by the company Shuozhou Power Supply Company, State Grid Shanxi Electric Power Company. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The authors declare that this study received funding from China Coal Technology Engineering Group. The funder was not involved in the study design, collection, analysis, interpretation of data, the writing of this article or the decision to submit it for publication.

References

  1. Kim, S.-A. Improved modeling of a multi-level inverter for TACS to reduce computational time and improve accuracy. Energies 2021, 14, 849. [Google Scholar] [CrossRef]
  2. Liu, Y.; Ren, W.; Feng, J.; Hu, X. Research on electromagnetic compatibility test port model of smart high voltage equipment. In Proceedings of the Asia-Pacific Conference on Environmental Electromagnetics, Shanghai, China, 6–9 November 2012; pp. 381–383. [Google Scholar]
  3. Balcells, J.; Santolaria, A.; Orlandi, A.; Gonzalez, D.; Gago, J. EMI reduction in switched power converters using frequency modulation techniques. IEEE Trans. Electromagn. Compat. 2005, 47, 569–576. [Google Scholar] [CrossRef]
  4. Szczepanski, M.; Malec, D.; Maussion, P.; Manfé, P. Design of experiments predictive models as a tool for lifespan prediction and comparison for enameled wires used in low-voltage inverter-fed motors. IEEE Trans. Ind. Appl. 2020, 56, 3100–3113. [Google Scholar] [CrossRef]
  5. Parkhideh, B.; Mirzaee, H.; Bhattacharya, S. Supplementary energy storage and hybrid front-end converters for high-power mobile mining equipment. IEEE Trans. Ind. Appl. 2013, 49, 1863–1872. [Google Scholar] [CrossRef]
  6. Tahavorgar, A.; Quaicoe, J.E. Modeling and prediction of conducted EMI noise in a 2-stage interleaved boost DC/DC converter. In Proceedings of the 2014 16th International Conference on Harmonics and Quality of Power (ICHQP), ICHQP, Bucharest, Romania, 25–28 May 2014; pp. 117–121. [Google Scholar]
  7. Sun, J. Conducted EMI modeling and mitigation for power converters and motor drives. In Proceedings of the ESA Workshop on Aerospace EMC, Venice, Italy, 21–23 May 2012; pp. 1–6. [Google Scholar]
  8. Wang, L.; Su, D.; Chen, W.; Zhang, X. The Modeling method of interference source of system-level electromagnetic compatibility. In Proceedings of the IEEE International Symposium on Electro-Magnetic Compatibility, Qingdao, China, 23–26 October 2007; pp. 244–246. [Google Scholar]
  9. Gong, X.; Josifović, I.; Ferreira, J.A. Modeling and reduction of conducted EMI of inverters with SiC JFETs on insulated metal substrate. IEEE Trans. Power Electron. 2012, 28, 3138–3146. [Google Scholar] [CrossRef]
  10. Nagrial, M.H.; Hellany, A. Radiated and conducted EMI emissions in switch mode power supplies (SMPS): Sources, causes and predictions. In Proceedings of the IEEE International Multi Topic Conference, Lahore, Pakistan, 30 December 2001; pp. 54–61. [Google Scholar]
  11. Zhao, D.; Ferreira, B.; Roc, A.; Leferink, F. Hierarchical EMC analysis approach for power electronics applications. In Proceedings of the 2008 IEEE Power Electronics Specialists Conference, Rhodes, Greece, 15–19 June 2008; pp. 1176–1182. [Google Scholar]
  12. Rosales, A.; Sarikhani, A.; Mohammed, O.A. Evaluation of radiated electromagnetic field interference due to frequency switching in PWM motor drives by 3D finite elements. IEEE Trans. Magn. 2011, 47, 1474–1477. [Google Scholar] [CrossRef]
  13. Kirawanich, P. A numerical technique for estimating high-frequency radiated emissions from railway system. IEEE Trans. Electromagn. Compat. 2021, 63, 463–473. [Google Scholar] [CrossRef]
  14. Laour, M.; Tahmi, R.; Vollaire, C. Modeling and analysis of conducted and radiated emissions due to common mode current of a buck converter. IEEE Trans. Electromagn. Compat. 2017, 59, 1260–1267. [Google Scholar] [CrossRef]
  15. Sun, H.; Du, L.; Liang, G. Antenna model of MMC-HVDC converter valve system and its radiated electromagnetic disturbance analysis. Proc. CSEE 2016, 36, 879–888. [Google Scholar]
  16. Wang, Z.; Chau, K.T.; Liu, C. Improvement of electromagnetic compatibility of motor drives using chaotic PWM. IEEE Trans. Magn. 2007, 43, 2612–2614. [Google Scholar] [CrossRef]
  17. Yang, Y.; Yang, Z.; Rong, X.; Shi, H.; Hui, X. Analysis of radiated electromagnetic interference characteristics of mine used frequency converter. Adv. Technol. Electr. Eng. Energy 2021, 40, 70–80. [Google Scholar]
  18. Zhang, J. Resarch on Radiated Disturbance Induced by Modular Multilevel Converter. Ph.D. Thesis, North China Electric Power University, Beijing, China, 2020. [Google Scholar]
  19. Caorsi, S.; Ferrando, A.; Gragnani, G.L.; Pastorino, M. A moment-method-based approach to electromagnetic scattering computation by a perturbation technique. IEEE Trans. Antennas Propag. 1997, 45, 1561–1562. [Google Scholar] [CrossRef]
  20. Yuan, J.; Gu, C.; Han, G. Efficient generation of method of moments matrices using equivalent dipole-moment method. IEEE Antennas Wirel. Propag. Lett. 2009, 8, 716–719. [Google Scholar] [CrossRef]
  21. Rajamani, V.; Bunting, C.F.; Deshpande, M.D.; Khan, Z.A. Validation of mod-al/MoM in shielding effectiveness studies of rectangular enclosures with apertures. IEEE Trans. Electromagn. Compat. 2006, 48, 348–353. [Google Scholar] [CrossRef]
  22. Zhang, J.; Lu, T.; Zhang, W.; Bian, X.; Cui, X. Characteristics and influence factors of radiated disturbance induced by IGBT switching. IEEE Trans. Power Electron. 2019, 34, 11833–11842. [Google Scholar] [CrossRef]
  23. GB 12668.3-2012; Adjustable Speed Electrical Power Drive Systems–Part 3: EMC Requirements and Specific Test Methods. Power Electronic Systems and Equipment: Beijing, China, 2012.
Figure 1. Solving process of MOM.
Figure 1. Solving process of MOM.
Energies 17 03088 g001
Figure 2. Spherical coordinate system.
Figure 2. Spherical coordinate system.
Energies 17 03088 g002
Figure 3. AC-DC-AC converter simulation model.
Figure 3. AC-DC-AC converter simulation model.
Energies 17 03088 g003
Figure 4. Single IGBT u C E waveforms: (a) u C E time-domain waveform; (b) u C E frequency-domain waveform.
Figure 4. Single IGBT u C E waveforms: (a) u C E time-domain waveform; (b) u C E frequency-domain waveform.
Energies 17 03088 g004
Figure 5. IGBT simulation model and its mesh model. (a) IGBT module simulation model; (b) mesh model.
Figure 5. IGBT simulation model and its mesh model. (a) IGBT module simulation model; (b) mesh model.
Energies 17 03088 g005
Figure 6. Radiated electric field intensity at each field point at different voltages.
Figure 6. Radiated electric field intensity at each field point at different voltages.
Energies 17 03088 g006
Figure 7. Three-dimensional far-field simulation diagrams of voltage amplitudes of different excitation sources: (a) 667 μV; (b) 1 V; (c) 10 V.
Figure 7. Three-dimensional far-field simulation diagrams of voltage amplitudes of different excitation sources: (a) 667 μV; (b) 1 V; (c) 10 V.
Energies 17 03088 g007
Figure 8. Simulation results for each frequency point at Z = −30 mm: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Figure 8. Simulation results for each frequency point at Z = −30 mm: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Energies 17 03088 g008
Figure 9. Three-dimensional diagram of far-field radiation at each frequency point: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Figure 9. Three-dimensional diagram of far-field radiation at each frequency point: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Energies 17 03088 g009
Figure 10. The converter simulation model. (a) The frequency converter is placed in the center; (b) the frequency converter model.
Figure 10. The converter simulation model. (a) The frequency converter is placed in the center; (b) the frequency converter model.
Energies 17 03088 g010
Figure 11. Converter model segmentation.
Figure 11. Converter model segmentation.
Energies 17 03088 g011
Figure 12. Converter near-field solver.
Figure 12. Converter near-field solver.
Energies 17 03088 g012
Figure 13. XY-plane simulation results for each frequency point at Z = 300 mm: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Figure 13. XY-plane simulation results for each frequency point at Z = 300 mm: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Energies 17 03088 g013
Figure 14. Distribution of field intensity on right side of converter case with distance.
Figure 14. Distribution of field intensity on right side of converter case with distance.
Energies 17 03088 g014
Figure 15. Three-dimensional far-field diagrams of each frequency point: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Figure 15. Three-dimensional far-field diagrams of each frequency point: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Energies 17 03088 g015
Figure 16. Far-field polar diagrams of each frequency point: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Figure 16. Far-field polar diagrams of each frequency point: (a) 1 MHz; (b) 5 MHz; (c) 10 MHz; (d) 15 MHz; (e) 25 MHz; (f) 35 MHz.
Energies 17 03088 g016
Figure 17. ZJT-75/660SF variable-frequency speed-regulating device.
Figure 17. ZJT-75/660SF variable-frequency speed-regulating device.
Energies 17 03088 g017
Figure 18. A comparison of the results for the case near the output cable.
Figure 18. A comparison of the results for the case near the output cable.
Energies 17 03088 g018
Figure 19. Temperature distribution of different heat dissipation hole sections of frequency converter.
Figure 19. Temperature distribution of different heat dissipation hole sections of frequency converter.
Energies 17 03088 g019
Figure 20. Average IGBT temperature changes with different heat dissipation holes: (a) junction temperature change; (b) converter housing; (c) section 2 m outside the converter.
Figure 20. Average IGBT temperature changes with different heat dissipation holes: (a) junction temperature change; (b) converter housing; (c) section 2 m outside the converter.
Energies 17 03088 g020
Figure 21. Comparison of radiated electric fields with different heat dissipation hole shapes.
Figure 21. Comparison of radiated electric fields with different heat dissipation hole shapes.
Energies 17 03088 g021
Figure 22. Shielding effectiveness of three heat sinks.
Figure 22. Shielding effectiveness of three heat sinks.
Energies 17 03088 g022
Table 1. Radiated electric field intensity at point A at each frequency point.
Table 1. Radiated electric field intensity at point A at each frequency point.
Frequency
(MHz)
Electric Field Strength of Heat Dissipation Hole
Traditional
(dBμV/m)
3 × 12 Rectangular
(dBμV/m)
Circle
(dBμV/m)
0.1587.4887.040890.05
170.4844.1567.2
341.30427.83425.12
627.3423.421.18
919.8911.510.6
1219.931615.7
1510.396.135.85
1818.1612.411.62
2125.81424.224.059
2419.3877.947.372
2727.8219.5912.033
3018.5318.86110.199
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Xin, Z.; Wang, H.; Sui, L.; Lu, Y.; Zhang, X.; Chen, R. Simulation and Suppression Measure Analysis of Electromagnetic Radiation Interference Due to Frequency Converters in Coal Mines. Energies 2024, 17, 3088. https://doi.org/10.3390/en17133088

AMA Style

Xin Z, Wang H, Sui L, Lu Y, Zhang X, Chen R. Simulation and Suppression Measure Analysis of Electromagnetic Radiation Interference Due to Frequency Converters in Coal Mines. Energies. 2024; 17(13):3088. https://doi.org/10.3390/en17133088

Chicago/Turabian Style

Xin, Zhonghua, Huijuan Wang, Longpeng Sui, Yujia Lu, Xiaodong Zhang, and Rui Chen. 2024. "Simulation and Suppression Measure Analysis of Electromagnetic Radiation Interference Due to Frequency Converters in Coal Mines" Energies 17, no. 13: 3088. https://doi.org/10.3390/en17133088

APA Style

Xin, Z., Wang, H., Sui, L., Lu, Y., Zhang, X., & Chen, R. (2024). Simulation and Suppression Measure Analysis of Electromagnetic Radiation Interference Due to Frequency Converters in Coal Mines. Energies, 17(13), 3088. https://doi.org/10.3390/en17133088

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop