Performance Assessment of Some Practical Loss of Excitation Detection Schemes Employing a Realistic Model †

: Loss of excitation (LOE) relay is one of the most essential protection elements for synchronous generators in power plants. During the last few decades, several LOE detection methods have been proposed, while limited schemes such as admittance- and impedance-based ones have been adopted for industrial applications. This study investigates and compares the behavior of some practical LOE detection schemes through extensive simulation scenarios, and from the reliability, speed, and security points of view. The simulation scenarios are accomplished by using the real-time-digital-simulator, where the phase domain model of the synchronous generator is used to develop a realistic and typical power generation system. Employing such a system, di ﬀ erent types of complete and partial LOE incidents can be applied according to IEEE Standard C37.102-2006, while the performance of any scheme can be assessed through accurate and realistic LOE scenarios.


Introduction
The excitation system of a synchronous generator performs a vital rule for its dependable operation. Such a system provides the field DC current for the excitation winding to create the rotor magnetic flux and the generator internal voltage [1].
Based on IEEE Standard C37.102-2006, the supply of excitation for a generator rotor winding might be partially or completely interrupted due to some incidents, such as the following [1]: • Failure in the voltage regulation system; • Interruption of the main source of the excitation system; • Open circuit fault in the excitation circuit; • Short circuit fault in the excitation circuit ; • Accidental opening of the excitation circuit breaker; Additionally, the standard clarifies that partial loss of excitation (LOE) might occur when the voltage regulation system is manually or automatically set on the manual mode [1].
After a LOE occurrence, the excitation current decays steadily at the rate defined by the time constant of the excitation circuit. Moreover, the magnetic coupling of the rotor and the stator deteriorates, the generator accelerates and finally, losses its synchronism. Then, it continues working as an asynchronous generator, drawing its excitation current from the power system in the form Energies 2020, 13 of reactive power [2,3]. Long time operation of the generator during such a condition might bring numerous adverse impacts on both the system and the generator, as follows: • Voltage drop in the adjacent power grid with the likelihood of voltage instability. • Mechanical damages due to power oscillation; • Overheating in the end area of the stator core; • Exceeding stator currents causing thermal impacts; • Eddy currents in the rotor surface, causing overheating in the rotor body; Accordingly, LOE detection methods are required to diagnose this phenomenon with high reliability and speed with being secure during the power grid disturbances, for instance, a stable power swing (SPS) event [4].
Numerous LOE protection schemes have been presented in the literature during the last few decades [5][6][7][8][9][10][11][12][13], while some of the recently published ones are as follows: • Excitation parameter-based schemes [5,6]; such schemes employ the generator excitation signals, namely excitation voltage (V e ) and current (I e ), to detect LOE phenomenon. For instance, the method presented in [6] uses V e and I e to obtain DC power (P e = V e × I e ) injected into the generator excitation circuit. Any LOE failure that interrupts such power injection can easily be detected by the monitoring of P e . • Setting-free schemes [7,8]; this category of schemes utilizes the time derivations of some generator parameters along with a predefined time delay, as the relay detection time. For example, the presented approach in [7] uses the time derivative of calculated resistance (dR/dt) in the generator terminal to diagnose LOE occurrences. Although these schemes [7][8][9] are setting-free, they are unable to detect all types of LOE incidents, particularly those ones caused by open circuit events in the excitation circuit [5,6].
A limited number of LOE detection methods have been adopted by the industry and are known as the traditional LOE protection relays. This paper, as an extension of the conference paper [4] presented by the authors in EEEIC 2019, explores and compares the behaviors of such relays by simulation studies, performed in the real-time-digital-simulator (RTDS) and by considering a realistic model for the generator excitation system. It should be mentioned that in the conference paper, the generator dynamic behavior and the performance of some practical LOE relays were evaluated in the face of complete LOE (CLOE) failures and stable power swing (SPS) scenarios, while in the extended paper, the modeling procedure of partial LOE (PLOE) events is added and discussed based on IEEE standard [1]. Then, the generator dynamics and the mentioned relays performances are also evaluated facing such PLOE failures. Therefore, it can be mentioned that the extended paper comprehensively explores the practical relays performances in the face of CLOE, PLOE and SPS simulation cases based on a realistic model.
The remainder of this paper is organized as follows; Section 2 presents the three most popular traditional LOE protection relays. Section 3 explores and compares the LOE event modeling approaches by employing the generator dq and phase domain (PD) models. Section 4 examines the operations of traditional schemes by employing simulation case studies. Finally, the study is concluded in Section 5.

Impedance-Based (R-X) Scheme
Impedance-based (R − X) schemes are extensively utilized for LOE detection. These relays commonly use two positive/negative offset mho elements to reach this aim, while impedance calculation is done by employing the generator terminal current and voltage signals. Two main types of R − X schemes are recommended by IEEE Standard [1], which are investigated in the following.

Negative Offset Mho Relay
This characteristic of this relay is depicted in Figure 1a, where two negative offset mho elements are employed as protective zones to diagnose LOE events. The settings of the protective zones are on the basis of the generator d-axis reactances, i.e., transient reactance (X d ) and synchronous reactance (X d ). The first and second zones are respectively regarded to detect the LOE incidents occurring in the generator's heavy and light loading operations. The common time delays for the first and second zones are respectively chosen as 0.1 and 0.5 s, while such delays are set to prevent the relay mal-operations facing power system events, such as SPS occurrence [3]. Although power swing studies are recommended to appropriately define the mentioned time delays, there is always a probability of mal-operation in the face of system transient events [2].

Impedance-Based (R-X) Scheme
Impedance-based ( − ) schemes are extensively utilized for LOE detection. These relays commonly use two positive/negative offset mho elements to reach this aim, while impedance calculation is done by employing the generator terminal current and voltage signals. Two main types of − schemes are recommended by IEEE Standard [1], which are investigated in the following.

Negative Offset Mho Relay
This characteristic of this relay is depicted in Figure 1a, where two negative offset mho elements are employed as protective zones to diagnose LOE events. The settings of the protective zones are on the basis of the generator d-axis reactances, i.e., transient reactance ( ′ ) and synchronous reactance ( ). The first and second zones are respectively regarded to detect the LOE incidents occurring in the generator's heavy and light loading operations. The common time delays for the first and second zones are respectively chosen as 0.1 and 0.5 s, while such delays are set to prevent the relay maloperations facing power system events, such as SPS occurrence [3]. Although power swing studies are recommended to appropriately define the mentioned time delays, there is always a probability of mal-operation in the face of system transient events [2].

Offset Mho Relay Equipped with a Directional Element
This relay also uses two offset mho zones for LOE detection equipped with a directional element (DE), while the DE is intended to enhance the security of the relay in the face of the external close-in short circuit faults. Figure 1b illustrates the characteristic of such a relay. As shown, the relay setting depends on the reactance of the external power grid ( ). Similar to the simple − scheme, the operation time delays for the first and second zones can be commonly selected as 0.1 and 0.5 s [1]. However, this relay is still liable to mal-operate in the face of system disturbances [2].

Admittance Based Relay (G-B Scheme)
The main concept of LOE protection by the admittance based scheme is the mapping of generator capability limits from active-reactive power ( − ) plan to the (conductance-susceptance) − plan [15,16]. Figure 1c shows the characteristic of the − relay. Similar to the − relay, time delays of 0.1 and 0.5 s are respectively considered for the first and second zones. The conventional setting parameters of the − scheme are as follows [16]: 0.9 , 2 = 1 , 3 = 2 1 = 80°, 2 = 90°, 3

Offset Mho Relay Equipped with a Directional Element
This relay also uses two offset mho zones for LOE detection equipped with a directional element (DE), while the DE is intended to enhance the security of the relay in the face of the external close-in short circuit faults. Figure 1b illustrates the characteristic of such a relay. As shown, the relay setting depends on the reactance of the external power grid (X Tot ). Similar to the simple R − X scheme, the operation time delays for the first and second zones can be commonly selected as 0.1 and 0.5 s [1]. However, this relay is still liable to mal-operate in the face of system disturbances [2].

Admittance Based Relay (G-B Scheme)
The main concept of LOE protection by the admittance based scheme is the mapping of generator capability limits from active-reactive power (P − Q) plan to the (conductance-susceptance) G − B plan [15,16]. Figure 1c shows the characteristic of the G − B relay. Similar to the R − X relay, time delays of 0.1 and 0.5 s are respectively considered for the first and second zones. The conventional setting parameters of the G − B scheme are as follows [16]: Energies 2020, 13, 5928 4 of 13

LOE Modeling
To accomplish thorough LOE studies, a realistic representation of generator excitation system is needed. Two frequent forms of the generator models i.e., the dq and the PD models are available in the power grid simulation tools [14]. Indeed, the PD model is the basic representation of a synchronous generator in which the generator equations are dependent on the rotor position (θ), and this makes the model so complicated imposing large calculation burden to the simulation program. To simplify the PD model, the well-known Park transform is applied to it and yields the dq model [17,18]. In fact, in the dq model, the generator equations are independent of θ and the model is simplified, while the stator windings are transferred to the rotor reference frame [18]. However, it is not ideally suitable for realistic LOE studies [14].
The popular dq model, which exists in almost all common simulation software, e.g., EMTP and PSCAD, is appropriate for power network dynamic studies, but it has serious limitations to fulfill universal LOE studies [2]. On the contrary, the PD model, which is accessible in the RTDS simulator [19], is a much more appropriate tool to investigate the LOE phenomenon and effectively assess the LOE detection algorithms [14].

LOE Modeling by the Dq Model
The per-unit excitation voltage (V f ) and the mechanical power (P m ) are two inputs of the dq model and so, the LOE occurrence can only be applied by varying the V f . Figure 2 illustrates the common representation of dq model and the relevant structure to apply LOE events, where V e (pu) is the voltage injected from the model of the excitation system. The parameter k defines the operating modes, while k = 1, 0 < k < 1 and k = 0, respectively, denote healthy operation, PLOE and CLOE (field short circuit) conditions. So, LOE modeling by employing the dq model is not very accurate and a low number of LOE events can be applied.

LOE Modeling
To accomplish thorough LOE studies, a realistic representation of generator excitation system is needed. Two frequent forms of the generator models i.e., the dq and the PD models are available in the power grid simulation tools [14]. Indeed, the PD model is the basic representation of a synchronous generator in which the generator equations are dependent on the rotor position (θ), and this makes the model so complicated imposing large calculation burden to the simulation program.
To simplify the PD model, the well-known Park transform is applied to it and yields the dq model [17,18]. In fact, in the dq model, the generator equations are independent of θ and the model is simplified, while the stator windings are transferred to the rotor reference frame [18]. However, it is not ideally suitable for realistic LOE studies [14].
The popular dq model, which exists in almost all common simulation software, e.g., EMTP and PSCAD, is appropriate for power network dynamic studies, but it has serious limitations to fulfill universal LOE studies [2]. On the contrary, the PD model, which is accessible in the RTDS simulator [19], is a much more appropriate tool to investigate the LOE phenomenon and effectively assess the LOE detection algorithms [14].

LOE Modeling by the Dq Model
The per-unit excitation voltage ( ) and the mechanical power ( ) are two inputs of the dq model and so, the LOE occurrence can only be applied by varying the . Figure 2 illustrates the common representation of dq model and the relevant structure to apply LOE events, where (pu) is the voltage injected from the model of the excitation system. The parameter k defines the operating modes, while = 1, 0 < < 1 and = 0, respectively, denote healthy operation, PLOE and CLOE (field short circuit) conditions. So, LOE modeling by employing the dq model is not very accurate and a low number of LOE events can be applied.

LOE Modeling by the PD Model
Against the dq model, both ends of the excitation winding are accessible in the PD model and so, a desired excitation circuit can be developed for the generator in order to perform realistic LOE studies [2].
In this paper, a realistic and frequent model of a power generation unit is established by employing the PD model to examine the LOE occurrence on the basis of IEEE standard [1]. Figure 3 illustrates the overall diagram of the sample studied system comprising a generator connected to an external grid via a unit transformer and a power transmission line. The generator excitation system comprises a three phase controlled static rectifier, manual voltage regulator (MVR), automatic voltage regulator (AVR), surge absorber and crowbar system, while such a excitation system is extensively utilized in the practical applications [20,21]. Table 1 introduces the components of the studied system.

LOE Modeling by the PD Model
Against the dq model, both ends of the excitation winding are accessible in the PD model and so, a desired excitation circuit can be developed for the generator in order to perform realistic LOE studies [2].
In this paper, a realistic and frequent model of a power generation unit is established by employing the PD model to examine the LOE occurrence on the basis of IEEE standard [1]. Figure 3 illustrates the overall diagram of the sample studied system comprising a generator connected to an external grid via a unit transformer and a power transmission line. The generator excitation system comprises a three phase controlled static rectifier, manual voltage regulator (MVR), automatic voltage regulator (AVR), surge absorber and crowbar system, while such a excitation system is extensively utilized in the practical applications [20,21]. Table 1 introduces the components of the studied system.  Regarding the fifth type, it is worth mentioning that such AVR malfunctions can be diagnosed by fault detection methods in the industrial excitation systems [21]. In such conditions, the MVR, which tracks the AVR output, takes the regulation of the excitation voltage to prevent abrupt changes in the generator output variables [2]. As a possible case, any problem in the tracking procedure may lead to a LOE condition. In this paper, a Type-5 event is regarded to model PLOE events, and the other types are intended as CLOE ones.
The AVR adjusts the firing angle (FA) of the rectifier and the MVR follows its output. To model the PLOE, it is expected that the changeover from the AVR to the MVR mode is accomplished after AVR failure, while the MVR cannot follow the precise value of the AVR output parameter. The output DC voltage (V dc ) of a controlled three phase rectifier (with V LN as the line to neutral input voltage) is presented as [2]: Energies 2020, 13, 5928 6 of 13 Obviously, the higher amounts of FA will make lower V dc . So, it is expected that after such a changeover, the MVR provides higher values of FA so that a PLOE event can be anticipated. Assuming FA 0 as the preliminary steady-state value of FA, its new value to create a PLOE condition is defined as FA 0 + α, while (α > 0) is the interchanging error.

Relays Operating Procedure
The operating characteristics of the traditional LOE relays are presented in Section 2. Figure 4 shows the general operating procedure of such relays. In this study, generator three-phase voltage and current signals (V abc and I abc ) are sampled with frequency sampling of 1200 Hz. A low pass anti-aliasing filter with cutoff frequency of 600 Hz is employed to eliminate the probable high frequency components. Then, discrete Fourier transform (DFT) is used to estimate the related voltage and current phasors V abc and I abc . After that, impedance and admittance phasors Z abc = V abc /I abc and Y abc = I abc /V abc are calculated. Finally, the impedance/admittance trajectories are compared with the relay protective zones in R − X/G − B plan to make a decision about LOE occurrence.
Energies 2020, 12, x FOR PEER REVIEW 6 of 14 Obviously, the higher amounts of will make lower . So, it is expected that after such a changeover, the MVR provides higher values of so that a PLOE event can be anticipated. Assuming as the preliminary steady-state value of FA, its new value to create a PLOE condition is defined as + , while ( > 0) is the interchanging error.

Relays Operating Procedure
The operating characteristics of the traditional LOE relays are presented in Section 2. Figure 4 shows the general operating procedure of such relays. In this study, generator three-phase voltage and current signals ( and ) are sampled with frequency sampling of 1200 Hz. A low pass anti-aliasing filter with cutoff frequency of 600 Hz is employed to eliminate the probable high frequency components. Then, discrete Fourier transform (DFT) is used to estimate the related voltage and current phasors ( and ̅ ). After that, impedance and admittance phasors ( ̅ = ̅ ⁄ and = ̅ ⁄ ) are calculated. Finally, the impedance/admittance trajectories are compared with the relay protective zones in − / − plan to make a decision about LOE occurrence.

System Under Study
The studied power system is depicted in Figure 3, where a 250 MVA, 24 kV generator is connected to an external grid ( = 400 kV, = 0.001 Ohm) via a unit transformer and one power transmission line. More details about the studied system components can be found in [4].
In the following, the traditional LOE relays performances are explored through various LOE and SPS case studies.

CLOE Failures in Heavy Loaded Generator
In this case, the generator initially delivers = 0.9 + 0.3 pu to the system, while all types of mentioned CLOE events are applied at = 1 s through single scenarios. Figure 5 (first column) depicts the variations of and during such CLOE events. It is obvious that the generator

System under Study
The studied power system is depicted in Figure 3, where a 250 MVA, 24 kV generator is connected to an external grid (E s = 400 kV, X s = 0.001 Ohm) via a unit transformer and one power transmission line. More details about the studied system components can be found in [4].
In the following, the traditional LOE relays performances are explored through various LOE and SPS case studies.

CLOE Failures in Heavy Loaded Generator
In this case, the generator initially delivers S = 0.9 + j0.3 pu to the system, while all types of mentioned CLOE events are applied at t = 1 s through single scenarios. Figure 5 (first column) depicts the variations of V and Q during such CLOE events. It is obvious that the generator dynamic behavior differs significantly during the mentioned CLOE events, while the generator experiences a loss of synchronism (LOS) phenomenon at different instants. It should be noted that after LOS occurrence, the generator parameters such as V and Q changes oscillatory, as can be seen in Figure 5. Moreover, Figure 6 illustrates the variations of generator field current during the mentioned LOE events in generator high loading operation. As can be seen, during Type-2 failure, I f becomes instantaneously zero, while during the other failures and after a gradual decrease, I f circulates in the field winding as an AC current with the generator slip frequency.
Energies 2020, 12, x FOR PEER REVIEW 7 of 14 behavior differs significantly during the mentioned CLOE events, while the generator experiences a loss of synchronism (LOS) phenomenon at different instants. It should be noted that after LOS occurrence, the generator parameters such as and changes oscillatory, as can be seen in Figure  5. Moreover, Figure 6 illustrates the variations of generator field current during the mentioned LOE events in generator high loading operation. As can be seen, during Type-2 failure, becomes instantaneously zero, while during the other failures and after a gradual decrease, circulates in the field winding as an AC current with the generator slip frequency. Figure 7 (first row) shows the performances of the traditional relays facing such events. As shown, all relays can dependably diagnose such events during a generator's heavy loading operation with detection time of .  Variations during CLOE events in generator heavy loading. Energies 2020, 12, x FOR PEER REVIEW 7 of 14 dynamic behavior differs significantly during the mentioned CLOE events, while the generator experiences a loss of synchronism (LOS) phenomenon at different instants. It should be noted that after LOS occurrence, the generator parameters such as and changes oscillatory, as can be seen in Figure 5. Moreover, Figure 6 illustrates the variations of generator field current during the mentioned LOE events in generator high loading operation. As can be seen, during Type-2 failure, becomes instantaneously zero, while during the other failures and after a gradual decrease, circulates in the field winding as an AC current with the generator slip frequency. Figure 7 (first row) shows the performances of the traditional relays facing such events. As shown, all relays can dependably diagnose such events during a generator's heavy loading operation with detection time of .

CLOE Failures in Light Loaded Generator
In this case, the initial loading of the generator is = 0.3 + 0.1 pu. Similarly to the previous case, all types of CLOE failures are executed at = 1 . Figure 5 (second column) shows the variations of and . As anticipated, the generator dynamic behavior differs during the mentioned events. As can be found from Figure 5, the generator dynamics during each CLOE failure in heavy loading operation are much faster than those in the light loading operation, and the LOS phenomenon occurs in earlier instants. Moreover, the relays' performances are illustrated in Figure 7 (second row), where all of them are able to diagnose such events. Table 2 contains the achieved results regarding the CLOE detection by the traditional relays during different loading operations comprising the above-studied cases. From the obtained results, some general points can be concluded as the following:

•
All the relays dependably cover all types of CLOE failures.

•
The − scheme with DE exhibits faster performance than the other schemes.

CLOE Failures in Light Loaded Generator
In this case, the initial loading of the generator is S = 0.3 + j0.1 pu. Similarly to the previous case, all types of CLOE failures are executed at t = 1 s. Figure 5 (second column) shows the variations of V and Q. As anticipated, the generator dynamic behavior differs during the mentioned events. As can be found from Figure 5, the generator dynamics during each CLOE failure in heavy loading operation are much faster than those in the light loading operation, and the LOS phenomenon occurs in earlier instants. Moreover, the relays' performances are illustrated in Figure 7 (second row), where all of them are able to diagnose such events. Table 2 contains the achieved results regarding the CLOE detection by the traditional relays during different loading operations comprising the above-studied cases. From the obtained results, some general points can be concluded as the following:

•
All the relays dependably cover all types of CLOE failures.

•
The R − X scheme with DE exhibits faster performance than the other schemes.

PLOE Events in Heavy Loaded Generator
In this scenario, the generator preliminary loading is S = 0.9 + j0.3 pu and the FA 0 is equal to 67.6. A changeover from the AVR to the MVR mode is made at t = 1 s, and the MVR adjusts the new value of FA as (70 + α) • . Figure 8 (first column) illustrates the variation of V and Q during PLOE events and for different values of α. It is clear that the higher values of α leading to faster generator dynamics and earlier LOS occurrence.

PLOE Events in Heavy Loaded Generator
In this scenario, the generator preliminary loading is = 0.9 + 0.3 pu and the is equal to 67.6. A changeover from the AVR to the MVR mode is made at = 1 s, and the MVR adjusts the new value of FA as (70 + )°. Figure 8 (first column) illustrates the variation of and during PLOE events and for different values of . It is clear that the higher values of leading to faster generator dynamics and earlier LOS occurrence. Figure 9 (first row) illustrates the performances of the LOE relays facing such PLOE failures, while all schemes can dependably detect the mentioned events. It is clear that larger values of leads to faster PLOE detection.

PLOE Events in Light Loaded Generator
In this scenario, the generator initially injects = 0.3 + 0.1 pu into the system and the is equal to 75.8°. Figure 8 (second column) illustrates the variation of and during PLOE events for different values of . As can be seen and compared to the previous case, the loading level significantly affects the generator dynamic behavior for specified values of . Interestingly, LOS does not occur for = 5° in light loading condition, and the generator continues working with a reduced level of (0.97 pu) and a leading power factor, changed from the initial lagging one. Figure 9 (second row) illustrates the LOE relays performances in the face of such PLOE failures in light loading condition. As can be seen, the impedance and admittance trajectories do not enter the protective zones for = 5° and so the relays do not identify any LOE condition. As stated before, the generator reaches a new operating point in this condition without experiencing LOS and there is no need for the relay operation. However, such a new operating point should be monitored by the power plant operators after AVR to MVR interchange in order to avoid any potential damages to the generator. Table 3 summarizes the obtained results regarding the PLOE detection by the traditional LOE relays during various loading operations. As can be seen, the R-X scheme with DE detects PLOE conditions faster than both the other schemes, while their detection times are almost in a same range.

PLOE Events in Light Loaded Generator
In this scenario, the generator initially injects S = 0.3 + j0.1 pu into the system and the FA 0 is equal to 75.8 • . Figure 8 (second column) illustrates the variation of V and Q during PLOE events for different values of α. As can be seen and compared to the previous case, the loading level significantly affects the generator dynamic behavior for specified values of α. Interestingly, LOS does not occur for α = 5 • in light loading condition, and the generator continues working with a reduced level of V (0.97 pu) and a leading power factor, changed from the initial lagging one. Figure 9 (second row) illustrates the LOE relays performances in the face of such PLOE failures in light loading condition. As can be seen, the impedance and admittance trajectories do not enter the protective zones for α = 5 • and so the relays do not identify any LOE condition. As stated before, the generator reaches a new operating point in this condition without experiencing LOS and there is no need for the relay operation. However, such a new operating point should be monitored by the power plant operators after AVR to MVR interchange in order to avoid any potential damages to the generator. Table 3 summarizes the obtained results regarding the PLOE detection by the traditional LOE relays during various loading operations. As can be seen, the R-X scheme with DE detects PLOE conditions faster than both the other schemes, while their detection times are almost in a same range.

SPS Conditions
The LOE detection relays are susceptible to mal-operation in the face of power system external events such as SPS phenomenon, while the probability of such mal-operations rises when the generator draws Q from the [22]. So, special attention must be paid to the performances of the traditional relays facing such phenomena. In this scenario, the generator initially delivers S = 0.7 + j0.2 pu to the system. To create an SPS condition, a symmetrical short circuit fault is exerted on the generator terminal at t = 1 s, while the fault is cleared after 300 ms. Then, the generator confronts an SPS phenomenon. Figure 10 (first column) shows the behavior of the traditional relays in the face of such condition. As can be seen, the impedance and admittance trajectories come into the relays protective zones during such condition, though the relays stay secure and do not exhibit mal-operations. Indeed, the typically designated time delays are enough to prevent mal-operations during this particular case.

Second SPS Scenario
In this scenario, the SPS condition is created similar to the previous one, but the generator initial loading is = 0.7 − 0.2 pu and the short circuit fault is cleared after 400 ms. Figure 10 (second column) shows the behaviors of the different schemes during such a SPS case. As shown, all the relays cannot distinguish such SPS condition from LOE occurrence and cause undesirable generator

Second SPS Scenario
In this scenario, the SPS condition is created similar to the previous one, but the generator initial loading is S = 0.7 − j0.2 pu and the short circuit fault is cleared after 400 ms. Figure 10 (second column) shows the behaviors of the different schemes during such a SPS case. As shown, all the relays cannot distinguish such SPS condition from LOE occurrence and cause undesirable generator tripping. Therefore, as mentioned before, special importance should be considered for time-delay settings of the traditional LOE protection relays, and careful power swing studies are recommended to appropriately define such time-delay settings [22,23].

Conclusions
In this paper, the performances of the traditional LOE protection relays are examined through simulation case studies in the RTDS. To achieve this goal, a realistic power generation unit comprising a common excitation system is developed by using the PD model of the synchronous generator, while such a model allows for simulating different types of CLOE and PLOE events based on IEEE Standard.
Simulation cases included different CLOE and PLOE events and two SPS scenarios, while the achieved results show that all methods can dependably detect various types of CLOE and PLOE failures. However, the relays might not act during some PLOE cases (resulting from AVR to MVR interchanging procedure) in which the generator does not experience LOS and reaches a new steady state operating point. In such a condition, the long-term operation of the generator should be monitored by the power plants operators.
It is also shown that the traditional LOE protection relays might malfunction facing the SPS phenomenon. So, attention should be given to appropriately choosing the time-settings of the relays so that the probability of such mal-operations can be diminished.
In summary, the main results of this paper are as follows: • Employing a realistic model to study the LOE phenomenon based on IEEE standard and then investigating the performances of traditional LOE protection relays.

•
The traditional LOE detection schemes can reliably diagnose all CLOE failures; however, they might not detect some PLOE, in which the generator reaches a new stable operating point.

•
The impedance-based scheme equipped with a directional element acts faster than the other schemes facing the same LOE events.

•
The traditional schemes might exhibit mal-operation during system disturbances, and so special attention should be paid to their time delay settings.
Author Contributions: The main idea was proposed by A.H. Abbas also did the simulation studies and prepared the first draft of the paper. C.L.B. and F.M.F.d.S. reviewed the paper several times and had lots of technical and writing comments during the paper preparation procedure. All authors have read and agreed to the published version of the manuscript.