1. Introduction
Medium-voltage power grids extend over long distances, which is why the number of faults in these grids is very high. Most faults in medium-voltage electrical networks are single line-to-ground type [
1,
2,
3,
4,
5]. In [
6] it is stated that 70–90% of the total faults are single line-to-ground faults and in [
7,
8] it is stated that 80% of the total faults are single line-to-ground faults. This justifies the fact that the possibility of selective detection of this type of fault is discussed in many papers. The detection of a single line-to-ground fault in a medium voltage network with isolated neutral is most often performed using a voltage relay which controls the effective value of the zero-sequence voltage of the medium voltage bars in the transformer station. The detection of the medium voltage line on which the defect is made is performed by the consecutive disconnection of the medium voltage lines from the source. This process is complicated and requires many circuit breaker actuations, especially when the number of medium voltage lines connected to the same bus-bar system is large. During an ideal single line-to-ground fault (the value of the resistance at the fault location is zero) the voltage of the fault-free phases increases √3 times, which is why there is a risk that the fault will turn into a multiple fault with important consequences on the network but also on continuity of the supply to consumers. For this reason it is important that the detection of such a defect be done selectively and in a short time. Various methods for selective detection of such a defect that are based on signal processing methods are presented in the literature (Fourier transform, wavelet transform, analysis of the transient regime caused by the fault, etc). In previous works [
9,
10,
11], protection schemes using a wavelet transform are proposed for the analysis of the time-varying shape of voltages and currents during the fault duration, and in [
12] a centralized protection scheme that controls the harmonic content of the zero-sequence component of the medium voltage bus voltage and zero-sequence currents of medium voltage power lines is proposed. In [
13] the transient regime caused by the fault is analysed for single line-to-ground fault detection.
From the point of view of the operation of medium-voltage electrical networks, it is very important that these faults be detected at an early stage when the resistance at the fault site is high. In this regard, in [
14,
15,
16] the possibilities of selective detection of a single line-to-ground fault in the case where the resistance at the fault site has a large value are analysed, highlighting the difficulties of this approach. In [
17] the possibility of detecting a single line-to-ground fault in a medium voltage network is investigated by comparing the waveform of the faulted phase current with the waveforms of the non-faulted phase currents. Using this method, it is possible to detect faults where the resistance at the fault site has a value less than 2000 Ω. In [
18,
19] multicriteria algorithms for selective phase-to-ground fault line detection in medium voltage networks having isolated neutral are presented. The wide variety of solutions designed for single line-to-ground fault detection reveals the importance of solving this problem from the point of view of the operation of medium-voltage electrical networks, as well as the fact that the solutions presented in the literature do not fully meet the requirements of the protections used for single line-to-ground fault detection.
The aim of the paper is to prove that the protections of medium voltage networks with isolated neutral that use as parameter for the selective detection of a single phase-to-ground fault the harmonic content of the fault current (total distortion coefficient of the fault current) for the analysis of the transient regime caused by the fault do not have operating conditions when the value of the resistance at the fault location is high (over 1000 Ω) and the protection that selectively detects such a fault using as control quantity the actual value and direction of zero sequence current of the connected lines at the medium voltage bar in the transformer station can detect such a fault and if the value of the resistance at the fault location is 10,000 Ω. This paper proposes a method for selective detection of the single line-to-ground faults which consists in controlling the effective value and the direction of the zero sequence currents of the medium voltage lines connected to the medium voltage bus-bars of the transformer station. Using this method the detection of the fault is safe because the direction of the zero sequence currents of the fault-free lines is inverse than in the direction of the zero-sequence current of the line with fault. For this analysis, a 20 kV electrical network was considered, a network in which experimental determinations were performed to verify the results obtained by calculation. In the study, a medium voltage network with isolated neutral with a total capacitive current (
) of 18.15 A (experimentally determined value) was considered.
Figure 1 shows a simplified schematic of the medium voltage network under analysis. The meaning of the notations in
Figure 1 is presented in
Table 1.
In
Figure 1, the resistances
, and the capacitances
have not been represented because they are connected in the same way as the resistor
, respectively capacitance
.
The paper analyzes how the total distortion coefficient of the fault current is influenced by the value of the resistance at the fault location (
). The value of the resistance at the fault site changes during the fault. Usually this resistance has a high value at the beginning of the defect and decreases as it develops. For this reason, it is desirable that the fault be selectively detected or at least initially detected in order to intervene before the resistance at the fault site obtains a very low value. As the resistance at the fault site decreases, the voltage of the without fault phases increases, which can lead to the transformation of the fault into a multiple one, with important consequences on the medium voltage network and on the supply of power to consumers. The maximum value of the resistance at the fault location at which the protection must function correctly is not unique. This depends on the value of the resistance equivalent to the losses of active power in the insulation of the medium voltage network (resistance
Ris1, …,
Ris5 in
Figure 1). Thus in [
20] this value is 1000 Ω, in [
17] the value is 2000 Ω, in [
21] 5000 Ω, and in [
22] 100,000 Ω. Considering the fact that in the case of the network analyzed in the paper, the value of the resistance equivalent to the resistances
Ris1, …,
Ris5 in
Figure 1 is 19,829 Ω, we considered the maximum value of the resistance at the fault location 10,000 Ω. Resistance values at the fault location are 3.5 Ω, 50 Ω, 100 Ω, 1000 Ω, 5000 Ω and 10,000 Ω. The value of 3.5 Ω of the resistance at the fault location was chosen because the safety earth terminal of the pole at which the fault was caused in the 20 kV network had this value. In the experimental determinations, resistances of 5000 Ω and 10,000 Ω were introduced at the fault site, respectively, which is why these values were taken into account in the calculations performed. Thus, the results obtained by calculation could be compared with those obtained by measurements in the 20 kV network. This analysis allows us to ascertain the conditions under which the protections that analyze the waveform of voltages and currents and establish that the transient regimes caused by a single line-to-ground fault have correct operation conditions, respectively. It also analyzes how the state of the insulation of the medium voltage network influences the phase-to-earth fault current. To characterize the insulation state, the insulation loss angle (δ) [
23] is used, for which the values δ = 0 (perfect insulation) and δ = 5.12⁰ (experimentally determined value for the analyzed medium voltage network) were considered. The paper also analyzes the dependence of the grid equivalent impedance of 20 kV as a function of frequency (
f) and the resistance to switch to the fault location (
). It is considered that the frequency varies from 0 to 1000 Hz, so harmonics of order greater than 20 are neglected.
Concerning the main criteria that should be taken into account when establishing a solution for neutral grounding of medium voltage networks, the regulation adopted in Romania is presented in [
24,
25].
When special consumers, which do cannot tolerate electric power supply interruptions, are connected to the network, the solutions for neutral grounding should allow, in case of single phase-to-ground fault, the operation of the network on a limited period of time, necessary for consumers to take appropriate measures to eliminate the possible consequences of the interruptions. Accordingly, depending on the value of the short-circuit current, there are two options to be taken into consideration: isolated neutral or arc-suppression coil grounding. If the ground fault capacitive current does not exceed 10 A, the network can operate with isolated neutral. On the other hand, if the ground fault capacitive current exceeds 10 A, the solution of the neutral grounding via resistor or arc-suppression coil grounding.
2. Materials and Methods
Numerical models for the analysis of transient regimes caused by a phase-to-earth fault in a medium voltage network are presented in [
8,
26]. Because the aperiodic component that intervenes in the waveforms of voltages and currents is damped after 10–30 ms (depending on the characteristics of the network and the value of resistance at the fault location), and the disconnection from the source the fault line is made after 0.5–1 s from the occurrence of the defect, the waveforms of voltages and currents become sinusoidal, so the defect can be analyzed using the method of symmetrical components.
In the case of the line-to-ground fault the sequence networks are connected in series ([
24], pp. 373–334, [
27], pp. 421–471, [
28], pp. 474–507).
It follows from the conditions imposed at the fault site that the sequence components of the currents at the fault site satisfy the relationship (1):
The equivalent diagram of the medium voltage network in which the single line-to-ground fault occurs is shown in
Figure 2.
The meaning of the notations in
Figure 1 is presented in
Table 1.
—represents the positive-sequence component of the three-phase system voltages at the fault location in the absence of the fault;
—represents the positive-sequence impedance seen from the fault location in the absence of the fault;
—represents the negative-sequence impedance seen from the fault location in the absence of the fault;
—represents the zero-sequence impedance seen from the fault location in the absence of the fault.
In the literature it is accepted (in most cases) that the three-phase system of voltages at the fault site in the absence of the fault is symmetrical, so the zero-sequence component of the three-phase system of voltages is equal to the phase voltage. As a result the following relationship is satisfied:
The scheme shown in
Figure 2 gives the sequence current expressions:
As a result, the value of the fault current is inversely proportional to the equivalent impedance of the three series-connected sequence impedances seen from the fault site (
Figure 2).
Figure 3 shows the equivalent circuit diagram in symmetrical components of the 20 kV medium voltage network from
Figure 1. The meaning of the notations in
Figure 3 is presented in
Table 2.
From
Figure 3 for the sequence impedances the following expressions are obtained:
The equivalent impedance (
) of the circuit in
Figure 3 with respect to the source terminals is expressed by the following relation:
The expression of sequence impedances as a function of frequency are:
The equivalent impedance expression as a function of frequency is:
The zero-sequence voltage of the 20 kV bus bars in the transformer station (
Figure 1) is expressed by the following relation:
The zero-sequence currents closing through fault-free medium-voltage lines are expressed by the following relations:
Knowing the values of the parameters involved in relations (4)–(11), the equivalent impedance (), the fault current, the zero-sequence currents of the fault-free lines, currents in medium voltage lines without fault during fault ( and the zero-sequence voltage of the 20 kV bus bars in the transformer station are calculated. Also, from relation (11) and from relations (8)–(10), the dependence of the equivalent impedance () and sequence impedances () on frequency is determined.
3. Numerical Results
Calculation of sequence impedances, currents
—zero sequence current of faulted line
—from
Figure 1,
—zero sequence current of non-faulted line
from
Figure 1,
—zero sequence current of non-faulted line
from
Figure 1,
—zero sequence current of non-faulted line
from
Figure 1,
—the zero sequence current of the fault-free line
in
Figure 1, and the voltage
—the zero sequence voltage of the 20 kV busbar in the transformer station in
Figure 1, requires knowledge of the values of the sequence parameters of the elements involved in the scheme in
Figure 2. Knowing the zero sequence currents, the fault current (
is calculated, respectively the currents flowing through the fault-free lines during the fault (
. The values of these parameters are shown in
Table 3 and
Table 4, respectively.
3.1. Dependence of Equivalent Impedance () on Frequency
The dependence of equivalent impedance () on frequency is expressed by the relation (11). The dependence of sequence impedances on frequency is expressed by relations (8)—for the positive-sequence, (9)—for the negative-sequence, (10)—for the zero-sequence. To analyse the influence of frequency on the equivalent impedance (), the frequency is assumed to range from 0 to 1000 Hz, i.e., harmonics up to order 20 are considered.
Using the MATLAB programming environment, the dependence of the equivalent impedance value (
) as a function of frequency was plotted by considering different values for the fault site resistance (
): 3.5 Ω (
Figure 4), 50 Ω and 100 Ω (
Figure 5), 5000 Ω and 10,000 Ω (
Figure 6).
It was also analysed how the state of the insulation changes the value of the equivalent impedance considering the odd harmonics (from 3 to 15). The results obtained are shown in
Table 5,
Table 6,
Table 7,
Table 8,
Table 9 and
Table 10. These tables show the ratio of harmonic impedance values (
)—where
k is the order of the harmonic and the impedance value for the fundamental (
). Also, for the insulation loss angle of the 20 kV network, values of 0 (perfect insulation) and δ = 5.12⁰ (the value of the insulation loss angle of the 20 kV network analysed) were considered.
Table 5 shows the values of the equivalent impedance (relation (11)) as a function of frequency (degree of harmonics) if the resistance at the fault location is 3.5 Ω, considering the 20 kV network with perfect insulation (active power in the network insulation is zero—insulation loss angle δ = 0), i.e., insulation loss angle δ = 5.12⁰ (experimentally determined value in the 20 kV network).
Table 8,
Table 9 and
Table 10 show that the ratio of the harmonic impedance values to the fundamental impedance value is practically constant, being above 0.8 when
1000 Ω, above 0.98 when
5000 Ω, and above 0.99 when
. Under these conditions the total distortion coefficient of the fault current is practically equal to the total distortion coefficient of the voltages
. As a result, in this situation the single line-to-ground fault cannot be detected by checking the harmonic content of the fault current or by analysing the transient regime caused by the fault in the medium voltage network.
3.2. Calculation of Zero Sequence Current of Faulted and Non-Faulted Lines and Zero Sequence Voltage of Medium Voltage Busbars
For the calculation of the zero-sequence current of the faulted line, the zero-sequence currents of the non-faulted lines and the zero-sequence voltage of the 20 kV bus bars in the transformer substation, the sequence impedances in
Figure 3 and the reference phase voltage must be known. Since the line voltage of the medium voltage network is 20 kV, the phase voltage has the following value:
For the calculation of the current ( relation (3) is used, for the calculation of the voltage ( relation (12), for the calculation of the current ( of line relation (13), for the calculation of the current ( of line relation (14), for the calculation of the current ( of line relation (15), and for the calculation of the current ( of line relation (16) is used.
The following values were considered for the fault site resistance (
: 3.5; 50; 100; 1000; 5000 and 10,000 Ω. The calculation of the specified quantities was made considering the insulation of the 20 kV network as being without active power losses, i.e., the equivalent electrical resistance of the insulation is considered to be infinite. The results obtained are shown in
Table 11.
From
Table 11 it can be seen that if the value of the resistance at the fault site is 10,000 Ω the effective value of the fault current is 1185 A and the effective value of the zero-sequence voltage of the 20 kV bus bar is 725.4 V. Given that the transformation ratio of the current transformers related to the faulted line is 20, it follows that in the secondary of the zero-sequence current filter the effective value of the fault current is 59.25 mA. The effective zero sequence voltage value of the 20 kV bus bar in the secondary of the zero-sequence filter for voltage is 6.28 V. So, to selectively sense a single line-to-ground fault requires that the value of the current relay drive current is less than 59.25 mA and the voltage relay drive voltage is less than 6.25 V.
4. Experimental Results
Verification of the results obtained by calculation, using mathematical models presented in the literature, was carried out by experimentally determining the calculated quantities in the 20 kV network analysed. The experimental determination of voltages and currents was carried out by recording them with a transient event recorder in electrical networks.
Figure 7 shows how the transient event recorder is connected to the secondary circuits in the 110/20 kV transformer station. In the secondary of the zero-sequence voltage filter the maximum voltage relay noted (VR) in
Figure 7 is connected. The operating voltage of this relay is 2 V. The normally open contact of this relay is marked
a1 in
Figure 7. The state of this contact is recorded by the event recording equipment. Also connected to the secondary of the zero-sequence current filter is the current directional relay marked (DCR) in
Figure 7. The operating current of the directional relay is 25 mA. The normally open contact of the directional relay is marked as
in
Figure 7. The state of this contact is recorded by the transient event recorder equipment.
The fault is caused on line
in
Figure 7. The circuit-breaker switching command of the line on which the fault is caused is performed by a special device designed to perform measurements in 20 kV installations. To avoid fault extension during the experiments, the control device also generates the impulse for disconnecting the circuit breaker of the faulted line if the protections of this line do not detect the fault. Also, in case of refusal of the disconnection of the circuit breaker of the faulted line, the controller generates an impulse to command the disconnection of the BCS longitudinal coupling circuit breaker in
Figure 7.
The measurements recorded during the fault are: —fault current (zero-sequence current of the line on which the fault is caused); —currents of fault-free lines (; —the phase voltages of the 20 kV bus bars in the transformer station; —zero sequence voltage of the 20 kV busbars in the transformer station; —the position of the normally open contact of the overvoltage relay controlling the zero-sequence voltage value of the 20 kV bus bars in the transformer substation; —the position of the normally open contact of the current directional relay controlling the actual value and direction of the zero-sequence current of the faulted line (.
Measurements were made considering the following values for the resistance at the fault site: 3.5, 5000 and 10,000 Ω, respectively. The waveforms obtained are shown in
Figure 8,
Figure 9 and
Figure 10. The directional current relay is so set that it operates if the direction of the zero-sequence current is from the transformer substation bus bar to the fault location and does not operate if the direction of the zero-sequence current is reversed.
The complex values of the measured quantities are shown in
Table 12.
From the waveforms shown in
Figure 8,
Figure 9 and
Figure 10 it can be seen that the fault was sensed by both the zero-sequence voltage relay and the zero-sequence current directional relay of the line on which the fault occurred. The maximum zero-sequence voltage relay has the effective value of the drive voltage 2 V, and the minimum effective value of the zero-sequence voltage in the zero-sequence filter secondary is 6.8 V, so it has operating conditions even when the resistance at the fault site is 10,000 Ω. The zero-sequence directional relay has an effective value of 25 mA actuating current. The minimum effective value of the fault current in the secondary of the zero-sequence filter of the faulted line is 60.1 mA, when the resistance at the fault location is 10,000 Ω. So, both the maximum voltage relay and the current directional relay had operating conditions for the three faults caused in the 20 kV network. The waveforms recorded and shown in
Figure 8,
Figure 9 and
Figure 10, confirm that the two relays operated correctly. So, for the selective detection of a single line-to-ground fault in a medium voltage electrical network with isolated neutral, a directional current relay can be used which controls the actual value and direction of the zero-sequence current of the medium voltage lines, even if the value of the resistance at the fault site is 10,000 Ω. From the waveforms shown in
Figure 8 (fault site resistance 3.5 Ω) it follows that the fault lasted 560 ms, from
Figure 9 (fault site resistance 5000 Ω) it follows that the fault lasted 580 ms, and from
Figure 10 (fault site resistance 10,000 Ω) shows that the fault lasted 720 ms.
Figure 8 shows that there is a significant transient component in both the fault current and the fault-free line currents. If the fault site resistance is 5000 Ω and 10,000 Ω respectively the fault current and the currents of the non-faulted lines do not contain a transient component, which is why the transient regime can no longer be used to detect a single line-to-ground fault in a medium voltage network with isolated neutral. The numerical simulation of the transient regime caused by such a fault [
24] showed that in case of high value resistances at the fault location the transient component becomes negligible.
5. Discussion
The dependence of the equivalent impedance value on frequency is influenced by the value of the resistance at the fault location (
). From
Table 5 it can be seen that when the resistance at the fault site has a value of 3.5 Ω, the value of the equivalent impedance decreases sharply with frequency, obtaining the minimum value for the 11th harmonic, in which case the value of the equivalent impedance decreases 104 times compared to its value for the fundamental. Given this change in the equivalent impedance value with frequency, it follows that in order to detect a simple earth fault in a medium voltage electrical network with isolated neutral, the harmonic content of the zero-sequence current of the lines connected to the medium voltage bus bar can be checked. The harmonic content is most pronounced at the fault current. In this way the faulted line can be selectively detected.
If the value of the resistance at the fault site increases to 50 Ω, the minimum value of the equivalent impedance is 12.5 times lower than its value for the fundamental, this value being 8.33 times higher than if the resistance at the fault site was 3.5 Ω. Under these conditions the harmonic content of the fault current decreases by 8.33 times, so one may end up in a situation where the harmonic content of the fault current can no longer be technically determined, i.e., this procedure can no longer be used for selective detection of such a fault. If the resistance at the fault site is 100 Ω (
Table 7) the minimum equivalent impedance value is 6.38 times lower (harmonic 11) than its value for the fundamental. This value is 16.3 times higher than if the resistance at the fault site is 3.5 Ω.
If the resistance at the fault site is 5000 Ω the minimum value of the equivalent impedance (
Table 8) is 1.008 times lower than the impedance value for the fundamental, and if the value of the resistance at the fault site is 10,000 Ω (
Table 9), the same ratio becomes 1.002 i.e., the equivalent impedance value no longer depends on the frequency, having the same value for all harmonics. Under these conditions the harmonic content of the fault current decreases significantly, so the harmonic content of the fault current can no longer be used for selective detection of such a fault. That is why at high values of the fault site resistance, for selective detection of the faulted line the actual value and the direction of the zero sequence currents of the medium voltage lines connected by the 20 kV bus bar of the transformer substation are controlled.
Assuming that the phase voltage has the following expression:
The total distortion coefficient voltage [
29] is:
The values of the total fault current distortion coefficient (
[
29], as a function of the value of the resistance at the fault location are shown in
Table 13.
From
Table 13 it follows that the value of the total current distortion coefficient is practically equal to that of the total voltage distortion coefficient (
if the resistance at the fault site is greater than 5000 Ω.
The difference between the equivalent impedance value when there are no active power losses in the 20 kV grid insulation (
in
Figure 1 is infinite) and active power losses (
= 19,929 Ω, i.e., loss angle δ = 5.12⁰) is shown in
Table 14. The difference is expressed in % and is calculated using relation (20) and the results are shown in
Table 14:
From
Table 14 it can be seen that the state of the insulation of the medium voltage network does not significantly change the value of the equivalent impedance, regardless of the value of the resistance at the fault location. The maximum difference is 1.289% for the fundamental and the resistance at the fault location having the value of 5000 Ω. For this reason, in the mathematical model used for the phase-to-ground fault analysis (
Figure 3) the value of the insulation resistance (
can be considered as infinite, so the insulation of the medium voltage network can be considered without active power losses (ideal insulation). In the case of medium voltage networks with Petersen coil treated neutral the insulation condition can lead to a pronounced change in the fault current [
30], which is why in the mathematical model used for single line-to-ground fault analysis the active power losses in the medium voltage network insulation cannot be neglected.
The percentage differences between the calculated (
Table 9) and experimentally determined (
Table 12) values are shown in
Table 15. To calculate these differences, the following relationship is used:
Given the precision with which the parameter values in the zero-sequence current and voltage calculation relationships are known the error values in
Table 15 are fully justified. As a result, the simplifying assumptions used for mathematical models for calculating currents and voltages in the case of a single line-to-ground fault in a medium voltage network with isolated neutral are correct.