Journal of Modern Power Systems and Clean Energy

ISSN 2196-5625 CN 32-1884/TK

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Reliable Phase Selection Method for Transmission Systems Based on Relative Angles Between Sequence Voltages  PDF

  • Abdallah A. Aboelnaga 1,2
  • Maher A. Azzouz 3 (Senior Member, IEEE)
1. Department of Electrical and Computer Engineering, University of Windsor, Windsor ON N9B 3P4, Canada; 2. Electrical Power and Machines Department, Faculty of Engineering, Ain Shams University, Cairo 11566, Egypt; 3. Electrical Engineering Department, Qatar University, Doha, Qatar

Updated:2024-09-24

DOI:10.35833/MPCE.2023.000616

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Abstract

Fault currents emanating from inverter-based resources (IBRs) are controlled to follow specific references to support the power grid during faults. However, these fault currents differ from the typical fault currents fed by synchronous generators, resulting in an improper operation of conventional phase selection methods (PSMs). In this paper, the relative angles between sequence voltages measured at the relay location are determined analytically in two stages

a short-circuit analysis is performed at the fault location to determine the relative angles between sequence voltages; and an analysis of the impact of transmission line on the phase difference between the sequence voltages of relay and fault is conducted for different IBR controllers. Consequently, new PSM zones based on relative angles between sequence voltages are devised to facilitate accurate PSM regardless of the fault currents, resistances, or locations of IBR. Comprehensive time-domain simulations confirm the accuracy of the proposed PSM with different fault locations, resistances, types, and currents.

I. Introduction

THE penetration of renewable energy sources (RESs) is increasing in both transmission and distribution networks due to their merits in reducing fuel consumption and greenhouse gas emission [

1]. However, RESs are mainly integrated into the power grid as inverter-based resources (IBRs), whose generated current possesses characteristics that differ from synchronous generator (SG) fault currents [2]. Thus, the penetration of RESs introduces challenges to the power grid regarding stability and protection. Since legacy protection systems, e.g., distance relays, direction relays, and phase selection methods (PSMs), are designed based on SG fault characteristics, they may operate improperly when faults are fed from RESs [3], [4].

Phase selection is an essential protection function that determines the faulty phase(s). PSM is considered as an imperative protection function in transmission systems as it is a prerequisite function for distance, single-pole tripping, and fault location [

5]. Conventional PSMs can be classified according to the type of the processed electrical quantities into two categories: ① PSMs for transient quantities, which are based on high-frequency components, traveling wave, or wavelet transform [6]-[8], and ② PSMs for steady-state quantities, which are based on comparing the magnitudes and/or phases of electrical quantities [9], [10]. It is worth mentioning that most conventional relays depend on steady-state quantities as they do not require expensive and accurate data analysis [11], [12]. Despite the reliability of conventional PSMs in legacy power grids, they might perform incorrectly when fault currents emerge from IBRs [13]. Accordingly, many researchers have recently endeavored to solve the protection problems in the presence of IBRs.

Some researchers pursue solving the phase selection problem by controlling the IBR to inject adequate fault current. In [

13], the negative-sequence (NS) current is controlled to enforce the inverter NS model to be equivalent to an impedance with an X/R ratio equal to the ratio of traditional network. In [14], the NS current angle is controlled based on either the measured zero-sequence (ZS) current angle or the positive-sequence (PS) current angle to guarantee proper current-angle-based PSM, while both the NS and ZS current angles are controlled in [15]. These methods enhance the PSM operation; however, the reactive current generation requirements are not taken into consideration, which limits their applicability. In [16], the NS and PS currents are controlled to guarantee the correct operation of PSM as well as applying reactive current requirements imposed by grid codes (GCs), but it impairs the sensitivity of the relay operation. In addition, there is no guarantee that the aforementioned methods operate properly in different microgrid topologies. It is worth mentioning that [14]-[17] require determining the fault type at the IBR terminal accurately as a prerequisite for controlling the IBR current to mimic SG fault current characteristics. Thus, it is crucial to develop an accurate PSM that can determine the fault type precisely at the IBR terminal to enable the IBR controller to operate strictly.

On the other hand, other researchers attempt to modify conventional PSMs to enhance their security and dependability during faults that emerge from IBRs. Reference [

17] attempts to enhance the current-angle-based PSM by allowing the relay to operate only during a certain period of time after the fault inception, but some of the results still show maloperation [17]. In [18], the faulty phase is determined by comparing the NS and ZS voltage angles and the NS and PS voltage angles. Reference [19] compares the sequence voltage angles for ground faults while comparing the voltage phase angles in ungrounded faults. These methods show proper operations; however, they ignore the arc resistance effect in the analyses. Thus, these methods are susceptible to failure with large arc resistances. Reference [20] attempts to combine the faulty phases determined from both the voltage-angle-based and an improved current-angle-based PSM. However, this combination can aggravate the problem, as a failure in any method could lead to the incorrect identification of faulty phases. In [21], the faulty phase is pinpointed based on the superimposed voltage calculated at the fault location by computing the pre-fault impedance and augmenting it in the current-angle-based classifier equations. In [22], the faulty phase is determined based on current-angle-based PSM by improving the PSM zones by adding an online compensation angle. However, these calculations could increase the computational time for faulty phase identification. In [23], the faulty phase is identified by utilizing a new method of computing the relative angle between sequence fault currents. These methods assume that transmission lines (TLs)have a negligible effect on the PSM accuracy. While these methods function properly in microgrids and distribution systems, they may encounter failures in transmission systems. According to the authors’ knowledge, there is no method elaborating on the effect of TLs on the relative sequence voltage angles between the relay and fault locations for lines connected with IBRs. Thus, it is necessary to investigate the impact of TL at various IBR controllers on the PSM accuracy, and determine an effective PSM that can operate properly in power grids containing IBRs. The contributions of this paper are described as follows.

1) The practical range for relative angles is elucidated between sequence voltages calculated at the fault location.

2) The impacts of TL impedance and IBR controllers on the relative angles are interpreted between similar sequence voltages measured at the fault and relay locations through analytical methods.

3) A comprehensive PSM is proposed based on comparing sequence angles between NS and ZS voltages and between NS and PS voltages to ensure the precise and secure phase selection for different IBR controllers, fault resistances, and fault locations.

II. Analysis of Relative Angles Between Sequence Voltages

In this section, short-circuit analyses are performed on a sample power system shown in Fig. 1, for single-line-to-ground (SLG), line-to-line-to-ground (LLG), and line-to-line (LL) faults, to determine the relative angle between the NS and ZS voltages measured at the fault location, i.e., δF0=VF--VF0, and that between the NS and PS voltages, i.e., δF+=VF--VF+. In Fig. 1, VIBR is the voltage at the IBR terminal; ZTr is the transformer impedance; VR12 and VR21 are the voltages measured by relays R12 and R21, respectively; iR12 and iR21 are the currents measured by relays R12 and R21, respectively; ZL is the line impedance; and Zgrid is the grid equivalent impedance. It is noted that in this paper, NS, ZS, and PS are represented by superscripts -, 0, and +, respectively.

Fig. 1  Structure of sample power system.

A. SLG Fault Analysis

In this subsection, the sequence network for an a-phase-to-ground (AG) fault is analyzed, as a representative for SLG faults, to determine the relation between the sequence fault voltages, i.e., VF+, VF-, and VF0, and their relative angles. As shown in Fig. 2, the sequence fault currents, i.e., IF+, IF-, and IF0, are equal; thus, they are renamed in this subsection as IF for simplification, while the sequence fault voltages are formulated by:

VF-=-IFZth-VF0=-IFZth0VF+=IFZth-+Zth0+3Rg (1)

Fig. 2  Sequence circuit at fault location for an AG fault.

where Zth-, Zth0, and Zth+ are the NS, ZS, and PS Thevenin impedances at the fault location, respectively; and Rg is the ground fault resistance.

From (1), the relation between VF- and VF0 and that between VF- and VF+ are given by:

VF-VF0=Zth-Zth0VF-VF+=-Zth-Zth-+Zth0+3Rg (2)

Hence, δF0 and δF+ are given by:

δF0=Zth--Zth0δF+=Zth--Zth-+Zth0+3Rg-180° (3)

It is worth mentioning that in a typical transmission system, the PS, NS, and ZS equivalent impedance angles are almost equal, and they are around 80° [

24]. Since the magnitude of the IBR equivalent impedance is much larger than the grid-side impedance, the Thevenin impedance is roughly equal to the grid-side impedance [25], i.e., Zth+Zth-Zth080°. Hence, it can be deduced that δF00, while δF+ varies according to the magnitude of Rg, as shown in Fig. 3.

Fig. 3  δF+ range for an AG fault.

It can be observed from Fig. 3 that δF+=-180° for solid faults, and it increases as Rg increases. It is also deduced that the effect of Rg on δF+ increases while the magnitude of the Thevenin impedance, i.e., Zth, decreases. Thus, to determine the maximum variation of δF+ from the solid fault condition, the minimum value of Zth is utilized. Since the fault current in three-phase faults can reach 4 to 20 times its rated value [

25], [26], the minimum value of Zth+0.05 p.u.. Besides, Zth- is almost equivalent to Zth+ [27]; thus, the minimum value of Zth-0.05 p.u.. Meanwhile, Zth0 is usually higher than Zth+, i.e., Zth0=k0Zth+, where k0 is a constant that depends on the neutral conductor size and varies from 1 to 5 [27]. In order to get the minimum value of Zth0, k0 is selected to be 1, and the minimum value of Zth in Fig. 3 is selected, such that Zth+=Zth-=Zth0=Zth=0.05 p.u.. It can be observed from Fig. 3 that δF+ varies from -180° for solid faults to -100° for high-resistive faults. However, the increase of fault resistance can reduce the PS voltage drop. The practical range for δF+ for AG faults is limited to be VF+=0.9  p.u., and thus, δF+ ranges from -180° to -110°.

B. LLG Fault Analysis

As a representative of LLG faults, the sequence network for a b-phase-to-c-phase-to-ground (BCG) fault is analyzed, as shown in Fig. 4. Accordingly, VF-/VF0 and VF-/VF+ are determined by (4), as demonstrated in Appendix A.

Fig. 4  Sequence circuit at fault location for a BCG fault.

VF-VF0=Zth-Zth0Zth0+Rph+3RgZth-+RphVF-VF+=Zth-Zth-+2Rph+RphRph+Zth-Zth0+Rph+3Rg (4)

where Rph is the arc resistance between faulted phases. Hence, for solid faults, δF0 and δF+ are given by:

δF0=0δF+=Zth-Zth-+Zth-Zth00 (5)

However, to determine the values of δF0 and δF+ at different values of Rph and Rg, Fig. 5 is determined by varying Rph and Rg, while Zth- and Zth0 are selected at their minimum values, i.e., 0.05 p.u., to get the maximum ranges for both δF0 and δF+. It can be deduced from Fig. 5(a) that Rph has a neglectable effect on δF0, while increasing Rg directly affects the value of δF0. With large value of Rg, δF0-Zth0; thus, δF0 can vary from 0° to -80° in a BCG fault. However, the practical range of δF0 is from 0° to -73°, as illustrated in Fig. 5(a). On the other hand, δF+ is negligibly affected by Rg, but is substantially impacted by the value of Rph, as shown in Fig. 5(b). For considerable Rph, δF+Zth-; hence, δF+ can vary in a BCG fault from 0° to 80°. This range matches the total range determined in Fig. 5(b). However, the effective range of δF+ is from 0° to 68°.

Fig. 5  Relative sequence angles for a BCG fault. (a) δF0. (b) δF+.

C. LL Fault Analysis

In this subsection, the sequence network for a b-phase-to-c-phase (BC) fault is analyzed. The relation between VF+ and VF- is derived from Fig. 6 as:

VF+=VF-+IF+Rph=VF-Zth-+RphZth- (6)

Fig. 6  Sequence circuit at fault location for a BC fault.

Thereafter, the ratio between VF- and VF+ is determined by:

VF-VF+=Zth-Zth-+Rph (7)

Consequently, it can be inferred that δF+ is susceptible to Rph. If Rph=0, δF+=0. On the other hand, if Rph is noticeable, δF+Zth-80°. Figure 7 depicts the range of δF+ for a BC fault against the wide ranges of Zth- and Rph. It is manifested that the theoretical range of δF+ can vary from 0° to 80° for a BC fault, whereas the practical range is between 0° to 68°.

Fig. 7  δF+ range for a BC fault.

III. Analysis of Phase Shifts Between Sequence Voltages

The TL introduces a voltage phase shift between sequence voltages measured at the relay and fault locations. This phase shift is negligible in conventional power grids; however, its impact is notable in the case of IBRs because their current angles differ from those of traditional sources. Hence, the impact of TLs should be analyzed to determine the phase angle between the NS and ZS voltages measured at the relay location, i.e., δR0=VR--VR0, and that between NS and PS voltages, i.e., δR+=VR--VR+.

A. ZS Voltage

The IBR is usually integrated into the power grid through an interfacing transformer, e.g., a delta/star-ground transformer. This transformer connection prevents any ZS current injection from the IBRs from flowing to the fault. Thus, the only source of ZS current that flows through the relay to the fault is from the ground path in the transformer. The equivalent single-line diagram (SLD) of the ZS circuit is illustrated in Fig. 8, where VG0 is the ZS voltage measured at the grid side; IR0 is the ZS current measured at the relay; IG0 is the ZS current supplied from the grid side; and ZG0 is the ZS equivalent impedance between the fault and the grid ground.

Fig. 8  Equivalent SLD of ZS circuit.

By analyzing Fig. 8, the ZS voltage measured at the relay side VR0 can be determined by:

VR0=VF0ZTr0ZR0+ZTr0 (8)

where ZTr0 is the equivalent ZS impedance of transformer; and ZR0 is the equivalent ZS impedance between the relay and the fault location. Since ZTr0ZR0, the relative angle between the ZS voltage measured at the relay and fault location, i.e., ΔθRF0=VR0-VF0, is approximately equal to zero. This angle can be theoretically neglected, but its effect is considered as a margin when setting the proposed PSM zones.

B. NS and PS Voltages

In this subsection, the range of the phase shift between the NS voltages of relay and fault, i.e., ΔθRF-=VR--VF-, and that between the PS voltages of relay and fault, i.e., ΔθRF+=VR+-VF+, are analyzed for different IBR controllers.

1) Conventional Controller

The controller is designed to inject only PS current, where a proportional-integral controller is used to track the reference current, and a feed-forward voltage is utilized to enhance the dynamic response of the controller. However, it diminishes the NS current similar to the balanced-current control strategy, i.e., IIBR-0. Hence, the effect of ΔθRF- is abandoned in both balanced and conventional controllers.

On the other hand, the full range of the PS voltage phase shift between the fault and relay location is required to be analyzed. To determine the maximum angle of ΔθRF+, the system is studied at the furthest point from the fault, which is the IBR location, because increasing the impedance between the relay and fault location increases the phase shift. Figure 9 represents an equivalent SLD of the PS circuit of Fig. 1, where ZR+ is the maximum PS equivalent impedance between the relay (IBR) and fault location, while the IBR is represented by a current source of magnitude IIBR+ and phase θVR+-ϕ+. The angle θVR+ is the PS voltage angle measured at the IBR terminal, i.e., the relay location of the maximum phase shift; and ϕ+ is the phase shift between the PS voltage and current of IBR.

Fig. 9  Equivalent SLD of PS circuit.

Using Fig. 9, the relation between the voltage at the IBR, i.e., the farthest relay location, and fault location can be determined by:

VR+θVR+=ZR+IIBR+θVR+-ϕ++θZ++VF+θVF+ (9)

where θVF+ is the PS voltage angle measured at the fault locations; and θZ+ is the PS impedance angle.

By decomposing (9) into real and imaginary parts and applying trigonometric function properties, ΔθRF+ can be calculated as:

ΔθRF+=sin-1ZR+IIBR+VF+sin-ϕ++θZ+ (10)

To determine the maximum range of ΔθRF+, IIBR+ is selected equal to the maximum current limit of IBR, i.e., 1.5  p.u. [

28], while the maximum value of ZR+ is determined from the TL design limitations, which should be designed to allow a maximum of 5% voltage regulation at the rated load [26], [27]. Thus, ZR+0.1  p.u. while θZ+80°. Since the IBR injects PS active and reactive currents during faults, ϕ+ can vary between 0° and 90°. To obtain the maximum range of ΔθRF+, ϕ+ is set at its limits. i.e., 0° and 90°. In the meanwhile, VF+ varies according to the value of the fault resistance. Thus, ΔθRF+ is determined at the minimum and maximum value of VF+ to get the maximum range of ΔθRF+ for different fault resistances. The minimum value of VF+ occurs at bolted faults, and it differs according to the fault type as follows.

1) For SLG fault, the minimum value of VF+ is 2/3 p.u.. Thus, for bolted fault, the maximum value of ΔθRF+ in bolted SLG faults changes from -2.3° to 12.5°.

2) For LLG faults, the minimum value of VF+=1/3 p.u.. Thus, for a negligible value of Rph, the maximum variation of ΔθRF+ for bolted LLG faults changes from -4.5° to 26°.

3) For LL faults, the minimum value of VF+ is 0.5 p.u.. Hence, for bolted LL faults, the range of ΔθRF+ is [-3°, 17.2°].

The maximum value of VF+ is selected to be 0.9  p.u., which is the threshold for a PS relay to operate. Thus, for high-resistive faults, i.e., high Rg in SLG and high Rph in LL(G) faults, the range of ΔθRF+ is [-1.7°, 9.5°]. Consequently, when the IBR injects a balanced current, the TL effect on the difference between δR+ and δF+, i.e., ΔδRF+, and that between δR0 and δF0, i.e., ΔδRF0, are concluded in Table I.

Table I  Ranges of ΔδRF+ and ΔδRF0 in Conventional Controller
Fault typeRfΔθRF-  (°)ΔθRF+ (°)ΔδRF+ (°)ΔδRF0 (°)
AG Bolted 0 [-2.3, 12.8] [-12.8, 2.3] 0
High Rg 0 [-1.7, 9.5] [-9.5, 1.7] 0
BCG Bolted 0 [-4.5, 26.3] [-26.3, 4.5] 0
High Rg 0 [-4.5, 26.3] [-26.3, 4.5] 0
High Rph 0 [-1.7, 9.5] [-9.5, 1.7] 0
BC Bolted 0 [-3, 17.2] [-17.2, 3] 0
High Rph 0 [-1.7, 9.5] [-9.5, 1.7] 0

2) Following New GCs

The controller of IBR is designed to inject both PS and NS currents according to recent GC specifications. Thus, ΔθRF- and ΔθRF+ are determined by studying the NS and PS circuits, respectively.

In the NS circuit, the IBR is controlled to inject NS current at the IBR terminal, while the conventional power grid can be represented by a constant impedance. Thus, the reduced equivalent SLD of NS circuit can be depicted, as shown in Fig. 10. Hence, the relation between VR- and VF- resembles (10) determined for the PS circuit, as follows:

Fig. 10  Equivalent SLD of NS circuit.

VR-θVR-=ZR-IIBR-θVR--ϕ-+θZ-+VF-θVF- (11)

Consequently, the value of ΔθRF- can be inferred by:

ΔθRF-=sin-1 ZR-IIBR-VF-sin-ϕ-+θZ- (12)

Recent GCs impose the injection of NS current to reduce unbalanced voltage during asymmetric faults. For instance, the German GC, i.e., VDE-AR-N 4120-GC [

29], enforces the IBR to inject NS current according to:

Iq-=KVR- (13)

where Iq- is an inductive NS reactive current; and K is a constant that can be selected from the range of [2, 6]. Thus, the maximum NS current is equal to 6VR-, while ϕ-=-90°. By substituting IIBR-=6VR-, ϕ-=-90°, and assuming VR-=VF- in (12), the maximum value of ΔθRF- is 5.98°. It is worth mentioning that VR-<VF-. Thus, the actual maximum value of ΔθRF- is less than 5.98°. The actual maximum value of ΔθRF- can be determined by substituting IIBR-=6VR-, ϕ-=-90°, and ZR-=0.180° in (11) as:

VR-θVR-=0.6VR-θVR-+170°+VF-θVF- (14)

By solving (14), the actual maximum value of ΔθRF- is 3.75°, which could be lower at bolted faults because the current is limited to avoid exceeding the maximum current limit. However, this reduction is small; thus, the maximum value of ΔθRF- is considered equal to 3.75° for both bolted and high-resistive faults, whereas the minimum value is 0° at faults close to the relay location.

Similarly, the PS circuit can be analyzed as in Subsection III-B-1), where the PS current magnitude and power factor are determined from GC requirements. In the German GC, the IBR should inject positive-reactive power according to:

Iq+=KΔVR+ (15)

where Iq+ is a capacitive PS reactive current. In addition, the IBR should inject PS active current to achieve the maximum current limit. Thus, for bolted faults, ϕ+ is equal to 90° when K=6, but it could be reduced to 70° during SLG faults for K=2. At high-resistive faults, i.e., VR-=0.9 p.u., ϕ+ is equal to 8.8° and 42° when K is equal to 2 and 6, respectively. It is worth mentioning that IIBR+ is approximately equal to 1.5  p.u. at high-resistive faults, and this value is reduced at low-resistive faults to avoid exceeding the maximum current limit, because the IBR is injecting PS and NS currents simultaneously.

Consequently, for bolted faults, ΔθRF+ approaches its maximum value when ϕ+=90° and IIBR+=1.5  p.u., while the minimum value occurs when ϕ+=70°. On the other hand, during high-resistive faults, ΔθRF+ reaches its maximum value when ϕ+ equals 8.8°. Accordingly, when the IBR is controlled according to new GCs, the TL effects on ΔδRF+ and ΔδRF0 can be summarized, as shown in Table II.

Table II  Ranges of ΔδRF+ and ΔδRF0 when IBR Follows New GCs
TypeRfΔθRF-  (°)ΔθRF+ (°)ΔδRF+  (°)ΔδRF0 (°)
AG Bolted [0, 3.8] [1.7, -2.3] [-1.7, 6.1] [0, 3.8]
High Rg [0, 3.8] [0, 8.6] [0, -5.1] [0, 3.8]
BCG Bolted [0, 3.8] [0, -4.5] [0, 8.3] [0, 3.8]
High Rg [0, 3.8] [0, -4.5] [0, 8.3] [0, 3.8]
High Rph [0, 3.8] [0, 8.6] [0, -5.1] [0, 3.8]
BC Bolted [0, 3.8] [0, -3] [0, 6.8]
High Rph [0, 3.8] [0, 8.6] [0, -5.1]

3) Eliminating Active and Reactive Power Ripples

Active and reactive power ripples introduce challenges in the IBR control and generate oscillations in the direct current (DC) link voltage, which could reduce the lifetime of the DC link capacitor. Thus, some scholars suggest injecting NS current with specific magnitude and angle to eliminate either active or reactive power ripples. However, they do not consider the reliable operation of protection functions in their controllers. The instantaneous active and reactive power can be deduced from the instantaneous PS and NS currents and voltages as follows:

p=vR+iR++vR-iR-+vR-iR++vR+iR-P˜2ω (16a)
q=vR+iR++vR-iR-+vR-iR++vR+iR-Q˜2ω (16b)

where p and q are the instantaneous active and reactive power, respectively; P˜2ω and Q˜2ω are the oscillating components of active and reactive power at double the nominal frequency, respectively; vR+ is lagging the PS voltage measured at the relay vR+ by 90°; and vR- is leading the NS voltage measured at the relay vR- by 90°.

One of the methods to eliminate active power oscillation is obtained by setting IIBR- and IIBR- as follows:

IIBR-=VR-VR+IIBR+IIBR-=θVR--ϕ++180° (17)

Consequently, ϕ- is inferred by:

ϕ-=ϕ++180° (18)

On the other hand, a method to eliminate reactive power ripples is inferred by calculating IIBR- and IIBR- using:

IIBR-=VR-VR+IIBR+IIBR-=θVR--θVR++θVR+-ϕ+=θVR--ϕ+ (19)

Hence, ϕ- should be given by:

ϕ-=ϕ+ (20)

It can be observed that IIBR- is the same for active and reactive power ripple elimination; thus, ΔθRF- for these two control strategies has the same expression. By substituting (17) into (12), ΔθRF- is formulated by:

ΔθRF-=sin-1ZR-IIBR+VR-VF-VR+sin-ϕ-+θZ- (21)

Since the DG fault current is limited, it is assumed that VR-VF-. Then, by comparing the result with (10), ΔθRF- and ΔθRF+ are deduced by:

ΔθRF±=sin-1ZR±IIBR+VR+sin-ϕ±+θZ± (22)

Since IBRs inject PS and NS currents simultaneously, IIBR+ is limited to avoid exceeding the current limit of IBR. By considering current limitations for IIBR+ and IIBR-, ΔθRF± can be formulated by (23), as elaborated in Appendix B.

ΔθRF±=sin-11.5ZR±VR+2+VR-2+VR+VR-sin-ϕ±+θZ± (23)

Since ϕ+ ranges between 0° and 90°, ϕ- varies from 180° to -90° when the system is controlled to eliminate active power ripples. Thus, for bolted faults, ΔθRF± is as follows.

1) For SLG faults, VF+=2/3 p.u.. while VF-=1/3 p.u.. Thus, the range of ΔθRF± is [1.7°,±9.7°].

2) For LLG faults, VF±=1/3 p.u.. Thus, the range of ΔθRF± is [2.6°,±14.9°].

3) For LL faults, VF±=1/2 p.u.. Thus, the range of ΔθRF± is [1.8°,±9.9°].

Nevertheless, during high-resistive faults, i.e., VF+=0.9  p.u., ΔθRF± will vary from 1.6° to ±9.1°.

On the other hand, ϕ- for eliminating reactive power ripples varies from 0° to 90°. Thus, ΔθRF- is equal to ΔθRF+, and the effect of the TL on ΔδRF+ can be neglected.

Table III and Table IV summarize the TL effects on ΔδRF+ and ΔδRF0 when the IBR is controlled to eliminate active and reactive power ripples. It can be inferred that the elimination of active power ripple can affect ΔδRF+ significantly, e.g., -30° in LLG faults with high Rg. On the other hand, ΔδRF0 can vary from -15° to 15° according to the controller type. These significant phase shifts can affect the performance of PSMs and should be taken into consideration when designing PSM zones.

Table III  Ranges of ΔδRF+ and ΔδRF0 when IBR Is Controlled to Eliminate Active Power Ripples
Fault typeRfΔθRF-  (°)ΔθRF+ (°)ΔδRF+ (°)ΔδRF0 (°)
AG Bolted [-9.7, -1.7] [9.7, 1.7] [-19.4, 3.4] [-9.7, 1.7]
High Rg [-9.1, -1.6] [9.1, 1.6] [-18.2, 3.2] [-9.1, 1.6]
BCG Bolted [-14.9, -2.6] [14.9, 2.6] [-29.8, 5.2] [-14.9, 2.6]
High Rg [-14.9, -2.6] [14.9, 2.6] [-29.8, 5.2] [-14.9, 2.6]
High Rph [-9.1, -1.6] [9.1, 1.6] [-18.2, 3.2] [-9.1, 1.6]
BC Bolted [-9.9, -1.8] [9.9, 1.8] [-19.8, 3.6]
High Rph [-9.1, -1.6] [9.1, 1.6] [-18.2, 3.2]
Table IV  Ranges of ΔδRF+ and ΔδRF0 when IBR Is Controlled to Eliminate Reactive Power Ripples
Fault typeRfΔθRF-  (°)ΔθRF+ (°)ΔδRF+ (°)ΔδRF0 (°)
AG Bolted [-1.7, 9.7] [-1.7, 9.7] [0, 0] [-1.7, 9.7]
High Rg [-1.6, 9.1] [-1.6, 9.1] [0, 0] [-1.6, 9.1]
BCG Bolted [-2.6, 14.9] [-2.6, 14.9] [0, 0] [-2.6, 14.9]
High Rg [-2.6, 14.9] [-2.6, 14.9] [0, 0] [-2.6, 14.9]
High Rph [-1.6, 9.1] [-1.6, 9.1] [0, 0] [-1.6, 9.1]
BC Bolted [-1.8, 9.9] [-1.8, 9.9] [0, 0]
High Rph [-1.6, 9.1] [-1.6, 9.1] [0, 0]

IV. Proposed PSM

According to the analysis conducted in Sections II and III, the ranges for δR+ and δR0 are determined to allow accurate PSM for different fault resistances, IBR controllers, and fault locations. First, δF+ and δF0 are determined for bolted and high-resistive faults, as illustrated in Section II. Then, full ranges of ΔδRF+ and ΔδRF0 are determined for bolted and high-resistive faults, respectively, by selecting the maximum and minimum shifts deduced from Section III for different IBR controllers. Hence, the full range of δR+ and δR0 for bolted and high-resistive faults are determined individually, as shown in Table V. Lastly, the ranges of δR+ and δR0 are deduced by combing the results from bolted and high-resistive faults, as presented in Table V.

Table V  Ranges of δR+ and δR0 for Faults Fed by IBR
Fault typeRfΔδRF+ (°)ΔδRF0 (°)δF+ (°)δF0 (°)δR+ (°)δR0 (°)δR+ (full range) (°)δR0 (full range) (°)
AG Bolted [-20, 6] [-10, 10] -180 0 [-200, -174] [-10, 10] [-200, -96] [-10, 10]
High [-19, 4] [-10, 10] -100 0 [-119, -96] [-10, 10]
BCG Bolted [-30, 9] [-15, 15] 0 0 [-30, 9] [-15, 15] [30, 72] [-88, 10]
High Rg [-30, 9] [-15, 15] 0 -73 [-30, 9] [-88, -65]
High Rph [-19, 4] [-10, 10] 68 0 [49, 72] [-10, 10]
BC Bolted [-20, 7] 0 [-20, 7] [20, 72]
High [-19, 4] 68 [49, 76]

A. δR0 Zones

It can be deduced that δR0 for AG and BCG faults can vary from -10° to 10° and from -88° to 10°, respectively; thus, these zones can be combined. Then, by extending the zone width to 120°, δR0 zones for AG and BCG faults range from -95° to 25°. Subsequently, BG and CAG faults can be determined by shifting the BG/CAG zone by -120°, while CG and ABG are deduced by shifting the BG/CAG zones by 120°. The proposed δR0 zones are depicted in Fig. 11.

Fig. 11  Proposed δR0 zones.

B. δR+ Zones

It can be observed from Table V that δR+ for AG and BC(G) faults are different and cannot be combined. Thus, the zones for AG and BC(G) faults are constructed separately. For an AG fault, δR+ zones range between -200° and -96°. Thus, by extending the zone to 120°, the range of δR+ zones is from -210° to -90°. Hence, δR+ zones for SLG faults are determined as shown in Fig. 12(a), by shifting the AG zone by 120° and -120° for CG and BG faults, respectively. On the other hand, δR+ zones for BC and BCG faults can be united and the range is from -40° to 80°. Lastly, LL(G) zones for δR+ is inferred as depicted in Fig. 12(b), where AB(G) and CA(G) are determined by shifting BC(G) zone by -120° and 120°, respectively.

Fig. 12  Proposed δR+ zones. (a) SLG zones. (b) LL(G) zones.

C. Pinpoint Fault Type

First, δR0 is compared with its proposed zones; thus, two types of faults, e.g., AG and BCG, can be determined. Thereafter, δR+ is used to differentiate between SLG and LLG faults. Hence, the fault type is pinpointed, e.g., if δR+ is within the AG zone; then, an AG fault is identified, but if it is located in the BCG zone; then, a BCG fault is determined. The two types of faults determined by δR0 zones have different zones when using δR+. Thus, the fault type can be determined effectively.

V. Performance Evaluation

The accuracy of the fault analysis and the effectiveness of the proposed PSM are verified using PSCAD/EMTDC simulations, which are carried out for several fault locations, resistances, types, and IBR controllers. Figure 13 represents a 230 kV 60 Hz transmission system that comprises a 50 MVA IBR and three voltage sources [

17]. The PS and ZS impedances for the voltage sources are as follows: Zs1+=12.6683° Ω, Zs10=11.183° Ω, Zs3+=7.7681° Ω, Zs30=581° Ω, Zs4+=12.784° Ω, and Zs40=11.284° Ω, respectively, where the subscripts 1, 3, and 4 represent the number of buses connected to a source. The IBR is integrated into bus 2 through a 100 MVA, 22 kV/230 kV delta/star-grounding transformer. The PS impedance of TLs is ZTL+=(0.0895+j0.508)Ω/km, while the ZS impedance ZTL0=(0.1791+j1.015)Ω/km. Moreover, the TL lengths for L15, L25, L35, and L45 are 155, 100, 110, and 120 km, respectively.

Fig. 13  SLD of test system.

A. Compatibility with Conventional Controllers

Table VI reports the values of δ+ and δ0 measured at the relay and fault locations, and illustrates the TL effects on the phase shifts between δR+, δR0 and δF+, δF0, respectively, when the IBR is controlled to inject active PS current. The results in Table VI verify the accuracy of the mathematical analysis where the TL has a negligible effect on ΔδRF0 when the IBR follows conventional controllers. Furthermore, injecting PS active current produces a negative value of ΔδRF+, whose angle depends on fault conditions. Increasing the distance between the fault and relay locations increases the value of ΔδRF+. For instance, during a bolted BC fault, ΔδRF+ is equal to -8.4° and -5.2° for faults at bus B5 and in the middle of L25, respectively. Moreover, the value of ΔδRF+ is inversely proportional to VF+, e.g., ΔδRF+ is equal to -12.5° and -24.9° for bolted AG and BCG faults at bus B5, respectively, where VF+0.67  p.u. and 0.33  p.u., respectively. Further, ΔδRF+=-12.5° and -9.2° for bolted and high-resistive AG faults, respectively, where VF+0.33 p.u. and 0.9 p.u., respectively. In addition, Table VI confirms the correctness of the proposed zones in determining the fault type accurately, where δR+ and δR0 are settled in their corresponding fault type zones, respectively. For example, δR+ and δR0 are equal to 64.3° and 6.2°, respectively, for a BCG fault at bus 5 with Rph=40 Ω. It is worth noting that the proposed PSM is tested at negligible and immense resistive faults, i.e., Rg and Rph, to ensure that any other values of Rg and Rph will not affect the accuracy of the proposed PSM.

Table VI  Active Power Generation when IBR Follows Conventional Controller
Fault typeRg (Ω)Rph (Ω)Fault at 50% of L25Fault at bus B5
δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)
AG 0 180.0 173.3 -6.7 0.0 0.0 0.0 180.3 167.8 -12.5 0.0 0.0 0.0
50 -127.6 -130.9 -3.3 0.3 0.4 0.1 -118.7 -126.3 -7.6 0.2 0.5 0.3
BCG 0 0 0.0 -14.7 -14.7 0.0 0.0 0.0 0.0 -24.9 -24.9 0.0 -0.1 -0.1
0 40 61.1 55.5 -5.6 -6.5 -6.5 0.0 73.1 64.3 -8.8 5.6 6.2 0.6
50 0 0.0 -9.0 -9.0 -66.3 -66.0 0.0 0.0 -17.9 -17.9 -68.9 -69.0 -0.1
BC 0 0.0 -8.6 -8.6 0.0 -17.4 -17.4
40 55.3 50.1 -5.2 67.0 58.6 -8.4

Table VII demonstrates the effect of conventional controller of IBR on the values of ΔδRF+ and ΔδRF0 when the controller injects reactive PS current, and verifies the accuracy of the proposed zones. In light of the results, the accuracy of the proposed short-circuit analysis is assured. Similar to Table VI, ΔδRF0 is 0°, while ΔδRF+ has a positive value. The values of ΔδRF+ increases for far faults, e.g., ΔδRF+ is 0.8° and 2.3° for faults at 10% and 50% of L25, respectively. However, increasing VF+ decreases ΔδRF+. For illustration, ΔδRF+=0.2°, 1°, 1.4°, and 2.3° when VF+0.9, 0.67, 0.5, and 0.3 p.u., respectively, for faults at 50% of L25. Further, it can be deduced that δR+, δR0, δF+, and δF0 fall correctly in their fault type zones. For instance, for a BG fault at 50% of L25 and Rg=50 Ω, δR+=-8.5° and δR0=-120°, which settle in their correct zones, respectively. It is worth mentioning that at a high value of Rg, δF0 is almost similar to a bolted fault condition, while δF+ is shifted by about 60°, as explained in the short-circuit analysis.

Table VII  Reactive Power Generation when IBR Follows Conventional Controller
Fault typeRg (Ω)Rph (Ω)Fault at 10% of L25Fault at 50% of L25
δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)
BG 0 -60.0 -59.8 0.2 -120 -120 0 -60.0 -59.0 1.0 -120.0 -120 0.0
50 -8.6 -8.5 0.1 -120 -120 0 -8.6 -8.5 0.1 -120.0 -120 -0.1
CAG 0 0 120.0 120.8 0.8 -120 -120 0 120.0 122.3 2.3 -120.0 -120 0.0
0 40 169.0 169.6 0.2 -148 -148 0 -178.9 -178.0 0.9 -127.0 -127 0.0
50 0 120.0 120.3 0.3 167 167 0 120.0 121.5 1.5 173.7 174 0.0
CA 0 120.0 120.3 0.3 120.0 121.4 1.4
40 168.0 168.1 0.2 175.3 176.1 0.8

Figure 14 demonstrates a case study from Tables VI and VII to ensure the accuracy of the proposed PSM.

Fig. 14  Performance of proposed PSM during conventional controller. (a) A BCG fault at bus B5. (b) A BG fault at 50% of L25.

Figure 14(a) represents a BCG fault at bus B5 when the IBR injects a unity power factor current. The results show that both δR+ and δR0 settle correctly within the proposed zones in less than half a cycle. In addition, δR+ and δR0 are placed in their zones with adequate margins from their zone limits, i.e., about 25°. On the other hand, Fig. 14(b) exhibits the results for a bolted BG fault at 50% of L25 when the IBR is injecting reactive current. The results show that δR+ and δR0 are placed in their correct zones under both transient and steady-state conditions, in which δR+ is settled at -59°, while δR0 is settled at -120°, which is almost equal to the mathematical results for a bolted BG fault.

B. Compatibility with Recent GCs

In this subsection, the precision of the proposed PSM when the IBR is controlled to follow the new German GC is validated. Moreover, the correctness of the mathematical analysis, which studies the TL effect on ΔδRF+ and ΔδRF0, is confirmed. Table VIII displays the values of δR+, δR0, δF+, δF0, ΔδRF+, and ΔδRF0 when K=6 for faults at 50% of L25 and bus B5. All the values of δR+ and δR0 demonstrated in Table VIII lay in the proposed zones correctly with the minimum margins of 10° and 25° for δR+ and δR0, respectively. For instance, when an ABG fault occurs at bus B5 with Rph=20 Ω, δR+ is -51.9° and δR0 is 133°, which are placed in their correct fault type zones. On the other hand, the zones proposed in [

18] fail to determine the fault type properly. The results show that the value of ΔδRF0 is positive and varies between 1.7° to 3.6°, which coincides with the analysis in Subsection III-B-2). Moreover, ΔδRF+ has positive values for bolted faults and ranges from 4.2° to 6.2° for faults at bus B5. Meanwhile, ΔδRF+ is negative for SLG faults when Rg=50 Ω. For instance, ΔδRF+=-0.8° and -2.5° for a CG fault at 50% of L25 and bus B5, respectively. However, ΔδRF+ is positive for high-resistive LLG faults because the fault resistance is not sufficient to enforce the IBR to inject active PS current.

TABLE VIII  IBR Controller Following German GC when K=6
Fault typeRg (Ω)Rph (Ω)Fault at 50% of L25Fault at bus B5
δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)
CG 0 61.0 63.5 2.5 122.0 123.7 1.7 60.5 64.8 4.3 121.0 124.0 3.0
50 117.4 116.6 -0.8 122.0 123.7 1.7 123.2 120.7 -2.5 121.0 125.0 3.6
ABG 0 0 -120.0 -116.0 3.7 120.0 121.7 1.7 -120.0 -113.8 6.2 120.0 123.0 2.8
0 20 -67.5 -64.6 2.9 122.0 123.5 1.7 -56.4 -51.9 4.5 130.0 133.0 3.0
50 0 -120.0 -117.0 2.9 53.7 55.4 1.7 -120.0 -115.1 4.9 51.1 53.9 2.8
AB 0 -120.0 -117.0 2.8 -120.0 -115.2 4.8
20 -76.7 -74.2 2.5 -64.7 -60.6 4.1

Table IX displays the measured values of δ+ and δ0 at the relay and fault locations when K=2. It can be deduced that ΔδRF0 has a positive value, and it is affected by the fault location. For instance, ΔδRF0=0.3 and 0.8  p.u. for bolted CAG faults at 10% and 50% of L25, respectively. In addition, ΔδRF0 is almost constant, i.e., ΔδRF00.8°, in spite of various fault resistances and types, because the IBR current does not exceed its maximum thermal limit. Nevertheless, the value of ΔδRF+ is affected by fault location and resistance. For high-resistive faults, i.e., Rg=50 Ω and Rph=20 Ω for SLG and LL(G) faults, respectively, ΔδRF+ is negative because the IBR current is mainly composed of active current components. On the other hand, for bolted faults at 50% of L25, it can be observed that ΔδRF+ is equal to -1.7° for SLG faults, and 2.3° and 1.4° for LLG and LL faults, respectively, which is in accordance with the theoretical analysis. The difference in the signs of ΔδRF+ for SLG and LL(G) bolted faults when K=2 occurs because ΔV+ is small during SLG faults; thus, Iq+ is small and the IBR can inject an active PS current that is responsible for the negative sign. However, for LL and LLG bolted faults, ΔV+ is sufficient to enforce the IBR to inject only PS reactive current, which leads to a positive value of ΔδRF+ like the values determined from the mathematical analysis. The results, also, assert the accuracy of the chosen fault type zones as all angles lay in their respective zones.

TABLE IX  IBR Controller Following German GC when K=2
Fault typeRg (Ω)Rph (Ω)Fault at 10% of L25Fault at 50% of L25
δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)
BG 0 -59.5 -59.4 0.1 -118 -118 0.2 -59.4 -61.1 -1.7 -119 -118.0 0.8
50 -3.5 -4.0 -0.5 -118 -118 0.1 -5.2 -8.2 -3.0 -119 -118.0 0.8
CAG 0 0 120.0 120.8 0.8 -120 -120 0.2 120.0 122.3 2.3 -120 -119.0 0.8
0 20 161.5 161.1 -0.4 -142 -141 0.2 168.2 166.0 -2.2 -122 -121.0 0.7
50 0 120.0 120.4 0.4 167 168 0.2 120.0 121.5 1.5 174 174.5 0.8
CA 0 120.0 120.3 0.3 120.0 121.4 1.4
20 152.2 152.0 -0.2 158.5 157.3 -1.2

Figure 15(a) and (b) exhibits a case study from Tables VIII and IX, respectively, for faults at 50% of L25 when the IBR is controlled to follow the new German GC. Figure 15(a) presents the results for a CG fault when K=6. The values of δR+ and δR0 are equal to 116.6° and 123.7°, respectively, which are in their corresponding fault type zones. In addition, it can be observed that the PSM can determine the fault type in less than half a cycle from the fault inception. On the other hand, Fig. 15(b) displays the results when K=2. δR+ and δR0 are placed inside their correct zone and away from the zone limits by about 30° and 20°, respectively.

Fig. 15  Performance of proposed PSM when IBR follows new German GC for a fault at 50% of L25. (a) A CG fault. (b) A CAG fault.

C. Compatibility with Elimination of Active and Reactive Power Ripples

In this subsection, the mathematical analysis and the accuracy of proposed PSM are verified when the IBR is controlled to eliminate either active or reactive power ripples. Table X displays the measured angles for faults that take place on bus B5 when the IBR is injecting PS active current and eliminating either active or reactive power ripples. It can be observed from Table X that ΔδRF0 has almost the same value in the elimination cases of both the active and reactive power ripples, but they have opposite signs for ΔδRF0. For example, ΔδRF0 is equal to -8.3° and 8.5°, when the IBR is controlled to eliminate active and reactive power ripples for a bolted AG fault, respectively. This is because ϕ- is equal to ϕ++180° and ϕ+ for the elimination of active and reactive power ripples, respectively. In addition, the measured values match theoretical calculation results, e.g., the maximum calculated value of ΔδRF0 in LLG is equal to 14.9°, which is slightly higher than the measured value 13.7°. This small difference is expected because the mathematical calculations are determined when the angle difference between θV+ and θV- produces the maximum IIBR+.

TABLE X  Elimination of Active and Reactive Power Ripples when PS Current Is Injecting Active Current
Fault typeRg (Ω)Rph (Ω)Elimination of active power ripplesElimination of reactive power ripples
δF+  (°)δR+  (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)
AG 0 177.9 160.9 -17.0 -3.7 -11.9 -8.2 182.4 182.4 0.0 4.2 12.6 8.4
50 -123.0 -132.5 -9.8 -3.8 -10.5 -6.7 -116.0 -116.0 -0.2 3.6 10.7 7.1
BCG 0 0 0.0 -24.6 -24.6 0.0 -11.7 -11.7 0.0 0.0 0.0 0.0 13.7 13.7
0 40 68.3 53.0 -15.3 4.0 -3.5 -7.5 74.0 73.9 -0.1 8.8 17.0 8.2
50 0 0.0 -18.5 -18.5 -68.9 -77.8 -8.9 0.0 0.0 0.0 -68.9 -58.9 10.0
BC 0 0.0 -18.2 -18.2 0.0 0.0 0.0
40 61.7 47.0 -14.7 67.5 67.4 -0.1

In addition, the results verify the accuracy of the calculated values of ΔδRF+ in elimination of both active and reactive power ripples. For instance, ΔδRF+ is almost equal to 0° for elimination of reactive power ripple, and equals a negative value that varies according to the fault type and resistance when the IBR is controlled to eliminate active power ripples. For example, for a BCG fault when the IBR is injecting active current and eliminating active power ripples, ΔδRF+ is equal to -24.6°, -15.3°, and -18.5° for bolted, Rph=40  Ω, and Rg=50  Ω, respectively. Furthermore, the measured values of δR+ and δR0 are placed correctly in their fault type zones. For example, δR+ and δR0 are equal to -18.5° and -77.8°, respectively, for a BCG fault with Rg=50 Ω.

Table XI demonstrates the results when the IBR injects reactive current and eliminates active or reactive power ripples. It can be observed that ΔδRF0 and ΔδRF+ shown in Table XI are opposite in sign compared with the results in Table X, which are in accordance with the mathematical analysis. In light of the results of a bolted AG fault, ΔδRF0 is equal to 1.3° and -1.5° for elimination of active and reactive power ripples, respectively, which are slightly smaller than the maximum values determined by mathematical analysis, i.e., 1.7° and -1.7°, respectively. Further, ΔδRF+ is equal to 0 in elimination of reactive power ripples, which is in accordance with mathematical analysis. Moreover, ΔδRF+=2.6°, which is slightly lower than the maximum shift calculated by mathematical analysis, i.e., 3.4°. Moreover, the results verify the accuracy of the proposed zones in determining the fault type accurately.

Table XI  Elimination of Active and Reactive Power Ripples when PS Current Is Injecting Reactive Current
Fault typeRg (Ω)Rph (Ω)Elimination of active power ripplesElimination of reactive power ripples
δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)δF+ (°)δR+ (°)ΔδRF+ (°)δF0 (°)δR0 (°)ΔδRF0 (°)
CG 0 60.4 63.7 3.3 120.6 121.9 1.3 59.6 59.6 0.0 119.3 117.8 -1.5
50 102.4 104.9 2.5 120.5 121.5 1.0 100.3 100.3 0.0 119.3 117.8 -1.5
ABG 0 0 -120.0 -115.6 4.4 120.0 121.5 1.5 -120.0 -119.9 0.1 120.0 117.7 -2.3
0 40 -48.1 -45.3 2.8 127.3 128.4 1.1 -51.0 -51.0 0.0 123.8 122.3 -1.5
50 0 -120.0 -116.4 3.6 51.1 52.3 1.2 -120.0 -119.9 0.1 65.3 63.5 -1.8
AB 0 -120.0 -116.7 3.3 -120.0 -120.0 0.0
40 -55.0 -52.8 2.2 -57.3 -57.3 0.0

Figure 16(a) displays a sample result from Table X for a BCG fault with Rph=40 Ω when the IBR injects active current and eliminates reactive power ripples. δR0 settles at 17° because ΔδRF0=9°, as shown in Table X.

Fig. 16  Performance of proposed PSM for a fault at bus B5 during active and reactive power ripples. (a) A BCG fault. (b) An ABG fault.

This verifies the accuracy of both the mathematical analysis and fault type zones. As shown in Fig. 16(a), δR+ settles in its correct zone at 73.9° with a 6° margin from its limit. It is worth noting that zones in [

18] fail to determine this fault type properly. On the other hand, Fig. 16(b) reveals the dynamics of a sample case study from Table XI for an ABG fault with Rg=50  Ω, when the IBR injects reactive current and eliminates active power ripples. The results verify the accuracy of the proposed zones in determining the fault type while eliminating the active and reactive power ripples. For instance, δR+=-116.4° and δR0=52.3°, respectively, which lay in their correct fault type zones. In addition, the proposed PSM determines the fault type in less than half a cycle.

D. Comparison with Other PSMs

In this subsection, the proposed PSM is compared against other methods from the literature to substantiate its superiority in detecting faulty phase(s) in transmission systems. Figure 17 displays the results of the PSM measurements during an AG fault at 90% of L25 with Rg=30  Ω when the IBR is controlled to eliminate active power ripples. As observed in Fig. 17(a)-(c), δR0 is placed in its correct zone; however, δR+ settles outside the correct zone for an AG fault, leading to incorrect fault classification. On the other hand, Fig. 17(d) validates the accuracy of the proposed PSM in which both δR0 and δR+ settle inside the proper PSM zone, leading to precise PSM.

Fig. 17  PSM measurements during an AG fault at 90% of L25. (a) Method in [

21]. (b) Method in [22]. (c) Method in [23]. (d) Proposed PSM.

Figure 18 exhibits the results of PSM measurements during a BCG fault at 90% of L25 with Rg=15 Ω when the IBR follows recent GCs [

29]. In Fig. 18(a), both δR0 and δR+ calculated according to [21] fall short in settling inside the BCG zones. Similarly, the adaptive zones in [22], as shown in Fig. 18(b), fail to maintain δR0 and δR+ inside the BCG adapted zones, causing a failure in detecting the faulty phase correctly. In Fig. 18(c), δR+ calculated based on [23] has slightly exceeded the maximum zone boundary, resulting in inaccurate detection of the faulty phases. On the contrary, the proposed PSM has successfully detected the faulty phases, as both δR0 and δR+ are placed inside their correct zones, as displayed in Fig. 18(d). These results verify the accurate operation of the proposed PSM in transmission systems compared with other methods in the literature.

Fig. 18  PSM measurements during a BCG fault at 90% of L25. (a) Method in [

21]. (b) Method in [22]. (c) Method in [23]. (d) Proposed PSM.

VI. Conclusion

PSM is a prerequisite element for main protection functions and for new controllers that emulate SG fault currents, though existing PSMs may operate improperly when fault currents are fed by IBRs. In this paper, the root causes for the failure of the PSM based on the relative angles between sequence voltages measured at relay locations, i.e., δR0 and δR+, are elaborated. First, short-circuit analysis at the fault location is investigated to determine the relative angles between sequence voltages measured at fault locations, i.e., δF0 and δF+. Then, δR0 and δR+ are deduced by analyzing the TL effects on the angle difference between sequence voltages measured at the relay and fault locations. Further, new zones of PSM are designed to guarantee precise fault type identification for different fault resistances. Simulation studies substantiate the effectiveness of the proposed PSM with different IBR controllers and fault conditions. Future work could investigate the applicability of using machine learning methods in determining the faulty phase accurately for various IBR control strategies while taking into consideration the TL impact on PSM accuracy.

Appendix

Appendix A

By analyzing the sequence network for a BCG fault shown in Fig. 4, the sequence voltages are inferred as:

VF-=Vx+IF-RphVF0=Vx+IF0Rph+3RgVF+=Vx+IF+Rph (A1)

The relations between sequence currents and their corresponding voltages are given by:

IF-=-VF-Zth-IF0=-VF0Zth0IF+=VF-Zth-+VF0Zth0 (A2)

Thus, using (A1) and (A2), VF-, VF0, and VF+ can be given by:

VF-=VxZth-Zth-+RphVF0=VxZth0Zth0+Rph+3RgVF+=Vx1+RphZth-+Rph+RphZth0+Rph+3Rg (A3)

Accordingly, VF-/VF0 and VF-/VF+ are determined by:

VF-VF0=Zth-Zth0Zth0+Rph+3RgZth-+RphVF-VF+=Zth-Zth-+2Rph+RphRph+Zth-Zth0+Rph+3Rg (A4)

Appendix B

The maximum magnitude of each phase current, i.e., Ipeaka,b,c, can be represented in terms of PS and NS currents as:

Ipeaka,b,c=IIBR+2+IIBR-2+2IIBR+IIBR-cosφa,b,c+IIBR+-IIBR-12 (B1)

where φa,b,c represents phase shift 0°, -120°, and 120° for phases a, b, and c, respectively. To avoid any phase current from exceeding its maximum limit, the limit current Ilimit is equivalent to the maximum phase, which is calculated by:

Ipeak=IIBR+2+IIBR-2+2IIBR+IIBR-maxcosφa,b,c+IIBR+-IIBR-12 (B2)

According to (B2), the maximum value of IIBR+ is determined when the value of maxcosφa,b,c+IIBR+-IIBR- is the minimum, which is equal to 0.5 when IIBR+-IIBR-=60°, 180°, or 300°. Thus, the maximum value of IIBR+ is derived from:

Ipeak=IIBR+2+IIBR-2+IIBR+IIBR-=Ilimit (B3)

By substituting (17) into (B3), IIBR+ is obtained by:

IIBR+=IlimitVR+2VR+2+VR-2+VR+VR- (B4)

By substituting (B4) into (22) and keeping Ilimit=1.5 p.u., ΔθRF± can be calculated by:

ΔθRF±=sin-11.5ZR±VR+2+VR-2+VR+VR-sin-ϕ±+θZ± (B5)

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