The document proposes an accurate technique for supervising distance relays during power swings. It constructs a locus diagram of the current and voltage differences between the two ends of a protected transmission line using synchronized phasor measurements. It then calculates the circumference of the constructed ellipse as an index to discriminate between faults and power swings in the first stage. If no fault is detected, it checks the power angle in the second stage to identify power swings. Simulation tests on a two-area four-machine power system demonstrate that the technique can accurately differentiate faults from power swings and ensure proper blocking/unblocking of distance relays.
Impact of LCC–HVDC multiterminal on generator rotor angle stability IJECEIAES
Multiterminal High Voltage Direct Current (HVDC) transmission utilizing Line Commutated Converter (LCC-HVDC) technology is on the increase in interconnecting a remote generating station to any urban centre via long distance DC lines. This Multiterminal-HVDC (MTDC) system offers a reduced right of way benefits, reduction in transmission losses, as well as robust power controllability with enhanced stability margin. However, utilizing the MTDC system in an AC network bring about a new area of associated fault analysis as well as the effect on the entire AC system during a transient fault condition. This paper analyses the fault current contribution of an MTDC system during transient fault to the rotor angle of a synchronous generator. The results show a high rotor angle swing during a transient fault and the effectiveness of fast power system stabilizer connected to the generator automatic voltage regulator in damping the system oscillations. The MTDC link improved the system performance by providing an alternative path of power transfer and quick system recovery during transient fault thus increasing the rate at which the system oscillations were damped out. This shows great improvement compared to when power was being transmitted via AC lines.
Fuzzy-Logic-Controller-Based Fault Isolation in PWM VSI for Vector Controlled...iosrjce
IOSR Journal of Electrical and Electronics Engineering(IOSR-JEEE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of electrical and electronics engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in electrical and electronics engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
A Novel Back Up Wide Area Protection Technique for Power Transmission Grids U...Power System Operation
Current differential protection relays are widely applied
to the protection of electrical plant due to their simplicity,
sensitivity and stability for internal and external faults. The proposed
idea has the feature of unit protection relays to protect large
power transmission grids based on phasor measurement units. The
principle of the protection scheme depends on comparing positive
sequence voltage magnitudes at each bus during fault conditions
inside a system protection center to detect the nearest bus to
the fault. Then the absolute differences of positive sequence current
angles are compared for all lines connecting to this bus to
detect the faulted line. The new technique depends on synchronized
phasor measuring technology with high speed communication
system and time transfer GPS system. The simulation of the interconnecting
system is applied on 500 kV Egyptian network using
Matlab Simulink. The new technique can successfully distinguish
between internal and external faults for interconnected lines. The
new protection scheme works as unit protection system for long
transmission lines. The time of fault detection is estimated by 5
msec for all fault conditions and the relay is evaluated as a back
up relay based on the communication speed for data transferring.
An investigation on the application and challenges for wide area monitoring a...journalBEEI
The complexity and dynamics of the modern power system are continuously changing due to the penetration of a large number of renewable energy sources and changing load patterns. These growing complexities have caused numerous outages around the world, primarily due to the lack of situational awareness about the grid operating states. Rectification of this problem requires advanced sensing technology to accurately capture the dynamics of the system for better monitoring and control. Measurement of synchrophasors is a potential solution to improve situational awareness in the grid. The synchrophasors technology is now widely accepted throughout the world and has the potential to replace the existing SCADA system in monitoring and control of the power system. Their installation enables efficient resolution to substantially improve transmission system planning, maintenance, operation, and energy trading. This paper reviews the state of the art potential applications that the PMU based WAMC offers to the power system. It also includes technical perspectives, challenges, and future possibilities.
An Adaptive Virtual Impedance Based Droop Control Scheme for Parallel Inverte...IAES-IJPEDS
This paper presents an adaptive virtual impedance based droop control
scheme for parallel inverter operation in low voltage microgrid. Because it is
essential to achieve power sharing between inverters in microgrid, various
droop control schemes have been proposed. In practice, the line impedance
between inverters and the point of common coupling (PCC) in microgrid are
not always equal. This imbalance in line impedance often results in a reactive
power mismatch among inverters. This problem has been solved by
introducing a virtual impedance loop in the conventional droop control
scheme. However, the reactive power sharing performance of this method is
still deteriorated when the line impedances change during operation. To
overcome such a problem, a new control scheme that is based on a virtual
impedance loop and an impedance estimation scheme is proposed.
To monitor the changes in line impedances, the impedance estimator is
implemented by using the output voltages and currents of inverters as well as
the voltages at the PCC. To compensate for the reactive power mismatch due
to the line impedance changes, the estimated line impedance is fed to the
virtual impedance loop in which it adjusts the virtual impedance value.
Comparative simulation results with the conventional ones verify the
effectiveness of the proposed adaptive virtual impedance based droop control
scheme.
"Use of PMU data for locating faults and mitigating cascading outage"Power System Operation
Large number of Phasor Measurement Units (PMUs)
as a part of the system-wide synchrophasor monitoring
system are being deployed in the USA and around
the world. Transmission Operators (TOs), as well as
Independent system Operators (ISOs) or Regional
Transmission Operators (RTOs) are looking at leveraging
this high-resolution data to improve their ability to
monitor and control the grid. This paper elaborates on
the use of PMU data to locate faults in the power system,
and provides a prediction method for monitoring how the
system behaves after complex switching actions caused
by cascading events. A method for arresting cascades by
performing controlled islanding is also proposed.
We first present a novel system-wide fault location
method for transmission lines utilizing electromechanical
wave propagation phenomena. The method uses
synchrophasor measurements during disturbances
obtained from phasor measurement units sparsely
located in the network. The method determines the time-
of-arrival of electromechanical waves propagating from
the fault point to sparsely located PMUs. By taking the
speed of electromechanical wave propagation as well
as topology of the network into account, the method is
able to detect the faulty line. Finally, by adding fictitious
buses inside faulty line and applying binary search
method, location of fault is accurately pinpointed. The
main advantage of the proposed method is the use of
limited number of existing PMUs, which reduces the
cost of implementation. Test results reveal the high
accuracy of the method in detecting and locating faults.
Early prediction of cascade events outages followed
by immediate and proper control actions can prevent
Impact of LCC–HVDC multiterminal on generator rotor angle stability IJECEIAES
Multiterminal High Voltage Direct Current (HVDC) transmission utilizing Line Commutated Converter (LCC-HVDC) technology is on the increase in interconnecting a remote generating station to any urban centre via long distance DC lines. This Multiterminal-HVDC (MTDC) system offers a reduced right of way benefits, reduction in transmission losses, as well as robust power controllability with enhanced stability margin. However, utilizing the MTDC system in an AC network bring about a new area of associated fault analysis as well as the effect on the entire AC system during a transient fault condition. This paper analyses the fault current contribution of an MTDC system during transient fault to the rotor angle of a synchronous generator. The results show a high rotor angle swing during a transient fault and the effectiveness of fast power system stabilizer connected to the generator automatic voltage regulator in damping the system oscillations. The MTDC link improved the system performance by providing an alternative path of power transfer and quick system recovery during transient fault thus increasing the rate at which the system oscillations were damped out. This shows great improvement compared to when power was being transmitted via AC lines.
Fuzzy-Logic-Controller-Based Fault Isolation in PWM VSI for Vector Controlled...iosrjce
IOSR Journal of Electrical and Electronics Engineering(IOSR-JEEE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of electrical and electronics engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in electrical and electronics engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
A Novel Back Up Wide Area Protection Technique for Power Transmission Grids U...Power System Operation
Current differential protection relays are widely applied
to the protection of electrical plant due to their simplicity,
sensitivity and stability for internal and external faults. The proposed
idea has the feature of unit protection relays to protect large
power transmission grids based on phasor measurement units. The
principle of the protection scheme depends on comparing positive
sequence voltage magnitudes at each bus during fault conditions
inside a system protection center to detect the nearest bus to
the fault. Then the absolute differences of positive sequence current
angles are compared for all lines connecting to this bus to
detect the faulted line. The new technique depends on synchronized
phasor measuring technology with high speed communication
system and time transfer GPS system. The simulation of the interconnecting
system is applied on 500 kV Egyptian network using
Matlab Simulink. The new technique can successfully distinguish
between internal and external faults for interconnected lines. The
new protection scheme works as unit protection system for long
transmission lines. The time of fault detection is estimated by 5
msec for all fault conditions and the relay is evaluated as a back
up relay based on the communication speed for data transferring.
An investigation on the application and challenges for wide area monitoring a...journalBEEI
The complexity and dynamics of the modern power system are continuously changing due to the penetration of a large number of renewable energy sources and changing load patterns. These growing complexities have caused numerous outages around the world, primarily due to the lack of situational awareness about the grid operating states. Rectification of this problem requires advanced sensing technology to accurately capture the dynamics of the system for better monitoring and control. Measurement of synchrophasors is a potential solution to improve situational awareness in the grid. The synchrophasors technology is now widely accepted throughout the world and has the potential to replace the existing SCADA system in monitoring and control of the power system. Their installation enables efficient resolution to substantially improve transmission system planning, maintenance, operation, and energy trading. This paper reviews the state of the art potential applications that the PMU based WAMC offers to the power system. It also includes technical perspectives, challenges, and future possibilities.
An Adaptive Virtual Impedance Based Droop Control Scheme for Parallel Inverte...IAES-IJPEDS
This paper presents an adaptive virtual impedance based droop control
scheme for parallel inverter operation in low voltage microgrid. Because it is
essential to achieve power sharing between inverters in microgrid, various
droop control schemes have been proposed. In practice, the line impedance
between inverters and the point of common coupling (PCC) in microgrid are
not always equal. This imbalance in line impedance often results in a reactive
power mismatch among inverters. This problem has been solved by
introducing a virtual impedance loop in the conventional droop control
scheme. However, the reactive power sharing performance of this method is
still deteriorated when the line impedances change during operation. To
overcome such a problem, a new control scheme that is based on a virtual
impedance loop and an impedance estimation scheme is proposed.
To monitor the changes in line impedances, the impedance estimator is
implemented by using the output voltages and currents of inverters as well as
the voltages at the PCC. To compensate for the reactive power mismatch due
to the line impedance changes, the estimated line impedance is fed to the
virtual impedance loop in which it adjusts the virtual impedance value.
Comparative simulation results with the conventional ones verify the
effectiveness of the proposed adaptive virtual impedance based droop control
scheme.
"Use of PMU data for locating faults and mitigating cascading outage"Power System Operation
Large number of Phasor Measurement Units (PMUs)
as a part of the system-wide synchrophasor monitoring
system are being deployed in the USA and around
the world. Transmission Operators (TOs), as well as
Independent system Operators (ISOs) or Regional
Transmission Operators (RTOs) are looking at leveraging
this high-resolution data to improve their ability to
monitor and control the grid. This paper elaborates on
the use of PMU data to locate faults in the power system,
and provides a prediction method for monitoring how the
system behaves after complex switching actions caused
by cascading events. A method for arresting cascades by
performing controlled islanding is also proposed.
We first present a novel system-wide fault location
method for transmission lines utilizing electromechanical
wave propagation phenomena. The method uses
synchrophasor measurements during disturbances
obtained from phasor measurement units sparsely
located in the network. The method determines the time-
of-arrival of electromechanical waves propagating from
the fault point to sparsely located PMUs. By taking the
speed of electromechanical wave propagation as well
as topology of the network into account, the method is
able to detect the faulty line. Finally, by adding fictitious
buses inside faulty line and applying binary search
method, location of fault is accurately pinpointed. The
main advantage of the proposed method is the use of
limited number of existing PMUs, which reduces the
cost of implementation. Test results reveal the high
accuracy of the method in detecting and locating faults.
Early prediction of cascade events outages followed
by immediate and proper control actions can prevent
Enhanced two-terminal impedance-based fault location using sequence valuesIJECEIAES
Fault at transmission line system may lead to major impacts such as power quality problems and cascading failure in the grid system. Thus, it is very important to locate it fast so that suitable solution can be taken to ensure power system stability can be retained. The complexity of the transmission line however makes the fault point identification a challenging task. This paper proposes an enhanced fault detection and location method using positive and negative-sequence values of current and voltage, taken at both local and remote terminals. The fault detection is based on comparison between the total fault current with currents combination during the pre-fault time. While the fault location algorithm was developed using an impedancebased method and the estimated fault location was taken at two cycles after fault detection. Various fault types, fault resistances and fault locations have been tested in order to verify the performance of the proposed method. The developed algorithms have successfully detected all faults within high accuracy. Based on the obtained results, the estimated fault locations are not affected by fault resistance and line charging current. Furthermore, the proposed method able to detect fault location without the needs to know the fault type.
Supercapacitors are electrical energy storage devices with a high specific power density, a long cycle life and a good efficiency, which make them attractive alternative storage devices for various applications. However, supercapacitors are subject to a progressive degradation of their perfor-mance because of aging phenomenon. Therefore, it is very important to be able to estimate their State-of-Health during operation. Electrochemical Impedance Spectroscopy (EIS) is a very recog-nized technique to determine supercapacitors’ state-of-health. However, it requires the interrup-tion of system operation and thus cannot be performed in real time (online). In this paper, a new online identification method is proposed based on extended Kalman observer combined with a complementary PID corrector. The proposed method allows to accurately estimating supercapacitor resistance and capacitance, which are the main indicators of supercapacitor state-of-health. The new online identification method was applied for two voltage/current profiles using two different supercapacitors. The resistance/capacitance estimated by the new method and the conventional EKF were compared with those obtained by an experimental offline method. In comparison with conventional EKF, the capacitance obtained by the new method is significantly more accurate.
Monitoring of power transformers using thermal model and permission time of ...IJECEIAES
This paper presents the problem of increasing the reliability of electricity supply to consumers. Uninterrupted power supply to electricity consumers depends on the reliability of power supply system in general and power transformers in particular, the accident rate of which is quite high. The causes of the problem are the location of transformer substations at a considerable distance from the service centers, their spreading out over a large area, missing information about the current modes of their operation and so on. One of the ways to solve this problem is development and implementation a system for continuous diagnostics of power transformers. Failure analysis of power transformer based on fault tree is considered, the diagnostic parameters are determined. The insulation wear rate and permission operating time under overload have been defined with help of equivalent heat circuit. It is proposed to use a permission time as a parameter to diagnose the operation mode and increase the efficiency of maintenance of substations through remote monitoring based on the global service mobile (GSM) network. Remote diagnostics allows to receive an information about emergency situation timely. It helps to reduce operating costs, to ensure the reliability and quality of electricity supply for consumers.
SVC device optimal location for voltage stability enhancement based on a comb...TELKOMNIKA JOURNAL
The increased power system loading combined with the worldwide power industry deregulation requires more reliable and efficient control of the power flow and network stability. Flexible AC transmission systems (FACTS) devices give new opportunities for controlling power and enhancing the usable capacity of the existing transmission lines. This paper presents a combined application of the particle swarm optimization (PSO) and the continuation power flow (CPF) technique to determine the optimal placement of static var compensator (SVC) in order to achieve the static voltage stability margin. The PSO objective function to be maximized is the loading factor to modify the load powers. In this scope, two SVC constraints are considered: the reference voltage in the first case and the total reactance and SVC reactive power in the second case. To test the performance of the proposed method, several simulations were performed on IEEE 30-Bus test systems. The results obtained show the effectiveness of the proposed method to find the optimal placement of the static var compensator and the improvement of the voltage stability.
A transient current based micro grid connected power system protection scheme...IJECEIAES
Micro-grids comprise Distributed Energy Resources (DER’s) with low voltage distribution networks having controllable loads those can operate with different voltage levels are connected to the micro-grid and operated in grid mode or islanding mode in a coordinated way of control. DER’s provides clear environment-economical benefits for society and consumer utilities. But their development poses great technical challenges mainly protection of main and micro grid. Protection scheme must have to respond to both the main grid and micro-grid faults. If the fault is occurs on main grid, the response must isolate the DER’s from the main grid rapidly to protect the system loads. If the fault ocuurs within the micro-grid, the protection scheme must coordinate and isolates the least priority possible part of the grid to eliminate the fault. In order to deal with the bidirectional energy flow due to large numbers of micro sources new protection schemes are required. The system is simulated using MATLAB Wavelet Tool box and Wavelet based Multi-resolution Analysis is considered. Wavelet based Multi-resolution Analysis is used for detection, discrimination and location of faults on transmission network. This paper is discussed a transient current based micro-grid connected power system protection scheme using Wavelet Approach described on wavelet detailed-coefficients of Mother Biorthogonal 1.5 wavelet. The proposed algorithm is tested in micro-grid connected power systems environment and proved for the detection, discrimination and location of faults which is almost independent of fault impedance, fault inception angle (FIA) and fault distance of feeder line.
A comprehensive fuzzy-based scheme for online detection of operational and t...IJECEIAES
Operational modes and topological changes affect power flow in the power systems. As a result, a broad spectrum of protection issues may happen in the power system. So, both the operational and topological changes should be detected fast to prevent blackouts. On the other hand, the existing detection schemes are complex in analyzing and implementation. Therefore, there is a need for an online scheme to identify the network's topology and operation mode simultaneously without complex computations and additional communication infrastructures. To this end, a comprehensive scheme is proposed in which the changes are detected by analyzing the power flow obtained from the network. For this purpose, line outage contingencies and operation modes are defined in rules to be used in a fuzzy inference system (FIS) as a decision-making tool. The proposed scheme can be implemented on existing lines as a communication infrastructure and determines the network’s status in an online manner. Also, in comparison to the existing schemes, the proposed scheme reduces the complexity and the computational burden. The proposed scheme is implemented on IEEE 8-bus system and the results proved its efficiency.
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINEJournal For Research
Transmission line among the other electrical power system component suffers from unexpected failure due to various random causes. Because transmission line is quite large as it is open in environment. A fault occurs on transmission line when two or more conductors come in contact with each other or ground. This paper presents a proposed model based on MATLAB software to detect the fault on transmission line. Fault detection has been achieved by using Fuzzy Logic based intelligent control technique. The proposed method aims in presenting a fast and accurate fault diagnosis method to classify and identify the type of fault which occurs on a power transmission system. In this paper, some of the unconventional approaches for condition monitoring of power systems comprising of relay Breaker, along with the application of soft computing technique like fuzzy logic. Results show that the proposed methodology is efficient in identifying fault in transmission system.
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...Power System Operation
Distributed generation is expected to increase sharply
as more and more renewable are integrated to power system with
the realization of smart grid, consequently complex distribution
smart grid is given. The traditional protection devices cannot
be able to protect complex power system configuration due to
many fault current loops will feed the fault point. Relays based on
standalone decisions cannot provide reliable and correct action
when used on a complex distribution system. This paper proposes
new protection philosophy using wireless technology. Data
sharing among relays to obtain reliable and accurate decision are
introduced. Wireless Token Ring Protocol (WTRP) as a wireless
local area network (LAN) protocol inspired by the IEEE 802.4
Token Bus Protocol is used for data sharing. WTRP is selected
to improve efficiency by reducing the number of retransmissions
due to collisions. WTRP architecture and protocol are described
to verify operation. MATLAB simulation program is used to
simulate the data exchange protocol between relays in a ring for
a specified amount of time.
Development of depth map from stereo images using sum of absolute differences...nooriasukmaningtyas
This article proposes a framework for the depth map reconstruction using stereo images. Fundamentally, this map provides an important information which commonly used in essential applications such as autonomous vehicle navigation, drone’s navigation and 3D surface reconstruction. To develop an accurate depth map, the framework must be robust against the challenging regions of low texture, plain color and repetitive pattern on the input stereo image. The development of this map requires several stages which starts with matching cost calculation, cost aggregation, optimization and refinement stage. Hence, this work develops a framework with sum of absolute difference (SAD) and the combination of two edge preserving filters to increase the robustness against the challenging regions. The SAD convolves using block matching technique to increase the efficiency of matching process on the low texture and plain color regions. Moreover, two edge preserving filters will increase the accuracy on the repetitive pattern region. The results show that the proposed method is accurate and capable to work with the challenging regions. The results are provided by the Middlebury standard dataset. The framework is also efficiently and can be applied on the 3D surface reconstruction. Moreover, this work is greatly competitive with previously available methods.
Model predictive controller for a retrofitted heat exchanger temperature cont...nooriasukmaningtyas
This paper aims to demonstrate the practical aspects of process control theory for undergraduate students at the Department of Chemical Engineering at the University of Bahrain. Both, the ubiquitous proportional integral derivative (PID) as well as model predictive control (MPC) and their auxiliaries were designed and implemented in a real-time framework. The latter was realized through retrofitting an existing plate-and-frame heat exchanger unit that has been operated using an analog PID temperature controller. The upgraded control system consists of a personal computer (PC), low-cost signal conditioning circuit, national instruments USB 6008 data acquisition card, and LabVIEW software. LabVIEW control design and simulation modules were used to design and implement the PID and MPC controllers. The performance of the designed controllers was evaluated while controlling the outlet temperature of the retrofitted plate-and-frame heat exchanger. The distinguished feature of the MPC controller in handling input and output constraints was perceived in real-time. From a pedagogical point of view, realizing the theory of process control through practical implementation was substantial in enhancing the student’s learning and the instructor’s teaching experience.
More Related Content
Similar to An accurate technique for supervising distance relays during power swing
Enhanced two-terminal impedance-based fault location using sequence valuesIJECEIAES
Fault at transmission line system may lead to major impacts such as power quality problems and cascading failure in the grid system. Thus, it is very important to locate it fast so that suitable solution can be taken to ensure power system stability can be retained. The complexity of the transmission line however makes the fault point identification a challenging task. This paper proposes an enhanced fault detection and location method using positive and negative-sequence values of current and voltage, taken at both local and remote terminals. The fault detection is based on comparison between the total fault current with currents combination during the pre-fault time. While the fault location algorithm was developed using an impedancebased method and the estimated fault location was taken at two cycles after fault detection. Various fault types, fault resistances and fault locations have been tested in order to verify the performance of the proposed method. The developed algorithms have successfully detected all faults within high accuracy. Based on the obtained results, the estimated fault locations are not affected by fault resistance and line charging current. Furthermore, the proposed method able to detect fault location without the needs to know the fault type.
Supercapacitors are electrical energy storage devices with a high specific power density, a long cycle life and a good efficiency, which make them attractive alternative storage devices for various applications. However, supercapacitors are subject to a progressive degradation of their perfor-mance because of aging phenomenon. Therefore, it is very important to be able to estimate their State-of-Health during operation. Electrochemical Impedance Spectroscopy (EIS) is a very recog-nized technique to determine supercapacitors’ state-of-health. However, it requires the interrup-tion of system operation and thus cannot be performed in real time (online). In this paper, a new online identification method is proposed based on extended Kalman observer combined with a complementary PID corrector. The proposed method allows to accurately estimating supercapacitor resistance and capacitance, which are the main indicators of supercapacitor state-of-health. The new online identification method was applied for two voltage/current profiles using two different supercapacitors. The resistance/capacitance estimated by the new method and the conventional EKF were compared with those obtained by an experimental offline method. In comparison with conventional EKF, the capacitance obtained by the new method is significantly more accurate.
Monitoring of power transformers using thermal model and permission time of ...IJECEIAES
This paper presents the problem of increasing the reliability of electricity supply to consumers. Uninterrupted power supply to electricity consumers depends on the reliability of power supply system in general and power transformers in particular, the accident rate of which is quite high. The causes of the problem are the location of transformer substations at a considerable distance from the service centers, their spreading out over a large area, missing information about the current modes of their operation and so on. One of the ways to solve this problem is development and implementation a system for continuous diagnostics of power transformers. Failure analysis of power transformer based on fault tree is considered, the diagnostic parameters are determined. The insulation wear rate and permission operating time under overload have been defined with help of equivalent heat circuit. It is proposed to use a permission time as a parameter to diagnose the operation mode and increase the efficiency of maintenance of substations through remote monitoring based on the global service mobile (GSM) network. Remote diagnostics allows to receive an information about emergency situation timely. It helps to reduce operating costs, to ensure the reliability and quality of electricity supply for consumers.
SVC device optimal location for voltage stability enhancement based on a comb...TELKOMNIKA JOURNAL
The increased power system loading combined with the worldwide power industry deregulation requires more reliable and efficient control of the power flow and network stability. Flexible AC transmission systems (FACTS) devices give new opportunities for controlling power and enhancing the usable capacity of the existing transmission lines. This paper presents a combined application of the particle swarm optimization (PSO) and the continuation power flow (CPF) technique to determine the optimal placement of static var compensator (SVC) in order to achieve the static voltage stability margin. The PSO objective function to be maximized is the loading factor to modify the load powers. In this scope, two SVC constraints are considered: the reference voltage in the first case and the total reactance and SVC reactive power in the second case. To test the performance of the proposed method, several simulations were performed on IEEE 30-Bus test systems. The results obtained show the effectiveness of the proposed method to find the optimal placement of the static var compensator and the improvement of the voltage stability.
A transient current based micro grid connected power system protection scheme...IJECEIAES
Micro-grids comprise Distributed Energy Resources (DER’s) with low voltage distribution networks having controllable loads those can operate with different voltage levels are connected to the micro-grid and operated in grid mode or islanding mode in a coordinated way of control. DER’s provides clear environment-economical benefits for society and consumer utilities. But their development poses great technical challenges mainly protection of main and micro grid. Protection scheme must have to respond to both the main grid and micro-grid faults. If the fault is occurs on main grid, the response must isolate the DER’s from the main grid rapidly to protect the system loads. If the fault ocuurs within the micro-grid, the protection scheme must coordinate and isolates the least priority possible part of the grid to eliminate the fault. In order to deal with the bidirectional energy flow due to large numbers of micro sources new protection schemes are required. The system is simulated using MATLAB Wavelet Tool box and Wavelet based Multi-resolution Analysis is considered. Wavelet based Multi-resolution Analysis is used for detection, discrimination and location of faults on transmission network. This paper is discussed a transient current based micro-grid connected power system protection scheme using Wavelet Approach described on wavelet detailed-coefficients of Mother Biorthogonal 1.5 wavelet. The proposed algorithm is tested in micro-grid connected power systems environment and proved for the detection, discrimination and location of faults which is almost independent of fault impedance, fault inception angle (FIA) and fault distance of feeder line.
A comprehensive fuzzy-based scheme for online detection of operational and t...IJECEIAES
Operational modes and topological changes affect power flow in the power systems. As a result, a broad spectrum of protection issues may happen in the power system. So, both the operational and topological changes should be detected fast to prevent blackouts. On the other hand, the existing detection schemes are complex in analyzing and implementation. Therefore, there is a need for an online scheme to identify the network's topology and operation mode simultaneously without complex computations and additional communication infrastructures. To this end, a comprehensive scheme is proposed in which the changes are detected by analyzing the power flow obtained from the network. For this purpose, line outage contingencies and operation modes are defined in rules to be used in a fuzzy inference system (FIS) as a decision-making tool. The proposed scheme can be implemented on existing lines as a communication infrastructure and determines the network’s status in an online manner. Also, in comparison to the existing schemes, the proposed scheme reduces the complexity and the computational burden. The proposed scheme is implemented on IEEE 8-bus system and the results proved its efficiency.
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINEJournal For Research
Transmission line among the other electrical power system component suffers from unexpected failure due to various random causes. Because transmission line is quite large as it is open in environment. A fault occurs on transmission line when two or more conductors come in contact with each other or ground. This paper presents a proposed model based on MATLAB software to detect the fault on transmission line. Fault detection has been achieved by using Fuzzy Logic based intelligent control technique. The proposed method aims in presenting a fast and accurate fault diagnosis method to classify and identify the type of fault which occurs on a power transmission system. In this paper, some of the unconventional approaches for condition monitoring of power systems comprising of relay Breaker, along with the application of soft computing technique like fuzzy logic. Results show that the proposed methodology is efficient in identifying fault in transmission system.
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...Power System Operation
Distributed generation is expected to increase sharply
as more and more renewable are integrated to power system with
the realization of smart grid, consequently complex distribution
smart grid is given. The traditional protection devices cannot
be able to protect complex power system configuration due to
many fault current loops will feed the fault point. Relays based on
standalone decisions cannot provide reliable and correct action
when used on a complex distribution system. This paper proposes
new protection philosophy using wireless technology. Data
sharing among relays to obtain reliable and accurate decision are
introduced. Wireless Token Ring Protocol (WTRP) as a wireless
local area network (LAN) protocol inspired by the IEEE 802.4
Token Bus Protocol is used for data sharing. WTRP is selected
to improve efficiency by reducing the number of retransmissions
due to collisions. WTRP architecture and protocol are described
to verify operation. MATLAB simulation program is used to
simulate the data exchange protocol between relays in a ring for
a specified amount of time.
Development of depth map from stereo images using sum of absolute differences...nooriasukmaningtyas
This article proposes a framework for the depth map reconstruction using stereo images. Fundamentally, this map provides an important information which commonly used in essential applications such as autonomous vehicle navigation, drone’s navigation and 3D surface reconstruction. To develop an accurate depth map, the framework must be robust against the challenging regions of low texture, plain color and repetitive pattern on the input stereo image. The development of this map requires several stages which starts with matching cost calculation, cost aggregation, optimization and refinement stage. Hence, this work develops a framework with sum of absolute difference (SAD) and the combination of two edge preserving filters to increase the robustness against the challenging regions. The SAD convolves using block matching technique to increase the efficiency of matching process on the low texture and plain color regions. Moreover, two edge preserving filters will increase the accuracy on the repetitive pattern region. The results show that the proposed method is accurate and capable to work with the challenging regions. The results are provided by the Middlebury standard dataset. The framework is also efficiently and can be applied on the 3D surface reconstruction. Moreover, this work is greatly competitive with previously available methods.
Model predictive controller for a retrofitted heat exchanger temperature cont...nooriasukmaningtyas
This paper aims to demonstrate the practical aspects of process control theory for undergraduate students at the Department of Chemical Engineering at the University of Bahrain. Both, the ubiquitous proportional integral derivative (PID) as well as model predictive control (MPC) and their auxiliaries were designed and implemented in a real-time framework. The latter was realized through retrofitting an existing plate-and-frame heat exchanger unit that has been operated using an analog PID temperature controller. The upgraded control system consists of a personal computer (PC), low-cost signal conditioning circuit, national instruments USB 6008 data acquisition card, and LabVIEW software. LabVIEW control design and simulation modules were used to design and implement the PID and MPC controllers. The performance of the designed controllers was evaluated while controlling the outlet temperature of the retrofitted plate-and-frame heat exchanger. The distinguished feature of the MPC controller in handling input and output constraints was perceived in real-time. From a pedagogical point of view, realizing the theory of process control through practical implementation was substantial in enhancing the student’s learning and the instructor’s teaching experience.
Control of a servo-hydraulic system utilizing an extended wavelet functional ...nooriasukmaningtyas
Servo-hydraulic systems have been extensively employed in various industrial applications. However, these systems are characterized by their highly complex and nonlinear dynamics, which complicates the control design stage of such systems. In this paper, an extended wavelet functional link neural network (EWFLNN) is proposed to control the displacement response of the servo-hydraulic system. To optimize the controller's parameters, a recently developed optimization technique, which is called the modified sine cosine algorithm (M-SCA), is exploited as the training method. The proposed controller has achieved remarkable results in terms of tracking two different displacement signals and handling external disturbances. From a comparative study, the proposed EWFLNN controller has attained the best control precision compared with those of other controllers, namely, a proportional-integralderivative (PID) controller, an artificial neural network (ANN) controller, a wavelet neural network (WNN) controller, and the original wavelet functional link neural network (WFLNN) controller. Moreover, compared to the genetic algorithm (GA) and the original sine cosine algorithm (SCA), the M-SCA has shown better optimization results in finding the optimal values of the controller's parameters.
Decentralised optimal deployment of mobile underwater sensors for covering la...nooriasukmaningtyas
This paper presents the problem of sensing coverage of layers of the ocean in three dimensional underwater environments. We propose distributed control laws to drive mobile underwater sensors to optimally cover a given confined layer of the ocean. By applying this algorithm at first the mobile underwater sensors adjust their depth to the specified depth. Then, they make a triangular grid across a given area. Afterwards, they randomly move to spread across the given grid. These control laws only rely on local information also they are easily implemented and computationally effective as they use some easy consensus rules. The feature of exchanging information just among neighbouring mobile sensors keeps the information exchange minimum in the whole networks and makes this algorithm practicable option for undersea. The efficiency of the presented control laws is confirmed via mathematical proof and numerical simulations.
Evaluation quality of service for internet of things based on fuzzy logic: a ...nooriasukmaningtyas
The development of the internet of thing (IoT) technology has become a major concern in sustainability of quality of service (SQoS) in terms of efficiency, measurement, and evaluation of services, such as our smart home case study. Based on several ambiguous linguistic and standard criteria, this article deals with quality of service (QoS). We used fuzzy logic to select the most appropriate and efficient services. For this reason, we have introduced a new paradigmatic approach to assess QoS. In this regard, to measure SQoS, linguistic terms were collected for identification of ambiguous criteria. This paper collects the results of other work to compare the traditional assessment methods and techniques in IoT. It has been proven that the comparison that traditional valuation methods and techniques could not effectively deal with these metrics. Therefore, fuzzy logic is a worthy method to provide a good measure of QoS with ambiguous linguistic and criteria. The proposed model addresses with constantly being improved, all the main axes of the QoS for a smart home. The results obtained also indicate that the model with its fuzzy performance importance index (FPII) has efficiently evaluate the multiple services of SQoS.
Low power architecture of logic gates using adiabatic techniquesnooriasukmaningtyas
The growing significance of portable systems to limit power consumption in ultra-large-scale-integration chips of very high density, has recently led to rapid and inventive progresses in low-power design. The most effective technique is adiabatic logic circuit design in energy-efficient hardware. This paper presents two adiabatic approaches for the design of low power circuits, modified positive feedback adiabatic logic (modified PFAL) and the other is direct current diode based positive feedback adiabatic logic (DC-DB PFAL). Logic gates are the preliminary components in any digital circuit design. By improving the performance of basic gates, one can improvise the whole system performance. In this paper proposed circuit design of the low power architecture of OR/NOR, AND/NAND, and XOR/XNOR gates are presented using the said approaches and their results are analyzed for powerdissipation, delay, power-delay-product and rise time and compared with the other adiabatic techniques along with the conventional complementary metal oxide semiconductor (CMOS) designs reported in the literature. It has been found that the designs with DC-DB PFAL technique outperform with the percentage improvement of 65% for NOR gate and 7% for NAND gate and 34% for XNOR gate over the modified PFAL techniques at 10 MHz respectively.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
Smart monitoring system using NodeMCU for maintenance of production machinesnooriasukmaningtyas
Maintenance is an activity that helps to reduce risk, increase productivity, improve quality, and minimize production costs. The necessity for maintenance actions will increase efficiency and enhance the safety and quality of products and processes. On getting these conditions, it is necessary to implement a monitoring system used to observe machines' conditions from time to time, especially the machine parts that often experience problems. This paper presents a low-cost intelligent monitoring system using NodeMCU to continuously monitor machine conditions and provide warnings in the case of machine failure. Not only does it provide alerts, but this monitoring system also generates historical data on machine conditions to the Google Cloud (Google Sheet), includes which machines were down, downtime, issues occurred, repairs made, and technician handling. The results obtained are machine operators do not need to lose a relatively long time to call the technician. Likewise, the technicians assisted in carrying out machine maintenance activities and online reports so that errors that often occur due to human error do not happen again. The system succeeded in reducing the technician-calling time and maintenance workreporting time up to 50%. The availability of online and real-time maintenance historical data will support further maintenance strategy.
Design and simulation of a software defined networkingenabled smart switch, f...nooriasukmaningtyas
Using sustainable energy is the future of our planet earth, this became not only economically efficient but also a necessity for the preservation of life on earth. Because of such necessity, smart grids became a very important issue to be researched. Many literatures discussed this topic and with the development of internet of things (IoT) and smart sensors, smart grids are developed even further. On the other hand, software defined networking is a technology that separates the control plane from the data plan of the network. It centralizes the management and the orchestration of the network tasks by using a network controller. The network controller is the heart of the SDN-enabled network, and it can control other networking devices using software defined networking (SDN) protocols such as OpenFlow. A smart switching mechanism called (SDN-smgrid-sw) for the smart grid will be modeled and controlled using SDN. We modeled the environment that interact with the sensors, for the sun and the wind elements. The Algorithm is modeled and programmed for smart efficient power sharing that is managed centrally and monitored using SDN controller. Also, all if the smart grid elements (power sources) are connected to the IP network using IoT protocols.
Efficient wireless power transmission to remote the sensor in restenosis coro...nooriasukmaningtyas
In this study, the researchers have proposed an alternative technique for designing an asymmetric 4 coil-resonance coupling module based on the series-to-parallel topology at 27 MHz industrial scientific medical (ISM) band to avoid the tissue damage, for the constant monitoring of the in-stent restenosis coronary artery. This design consisted of 2 components, i.e., the external part that included 3 planar coils that were placed outside the body and an internal helical coil (stent) that was implanted into the coronary artery in the human tissue. This technique considered the output power and the transfer efficiency of the overall system, coil geometry like the number of coils per turn, and coil size. The results indicated that this design showed an 82% efficiency in the air if the transmission distance was maintained as 20 mm, which allowed the wireless power supply system to monitor the pressure within the coronary artery when the implanted load resistance was 400 Ω.
Grid reactive voltage regulation and cost optimization for electric vehicle p...nooriasukmaningtyas
Expecting large electric vehicle (EV) usage in the future due to environmental issues, state subsidies, and incentives, the impact of EV charging on the power grid is required to be closely analyzed and studied for power quality, stability, and planning of infrastructure. When a large number of energy storage batteries are connected to the grid as a capacitive load the power factor of the power grid is inevitably reduced, causing power losses and voltage instability. In this work large-scale 18K EV charging model is implemented on IEEE 33 network. Optimization methods are described to search for the location of nodes that are affected most due to EV charging in terms of power losses and voltage instability of the network. Followed by optimized reactive power injection magnitude and time duration of reactive power at the identified nodes. It is shown that power losses are reduced and voltage stability is improved in the grid, which also complements the reduction in EV charging cost. The result will be useful for EV charging stations infrastructure planning, grid stabilization, and reducing EV charging costs.
Topology network effects for double synchronized switch harvesting circuit on...nooriasukmaningtyas
Energy extraction takes place using several different technologies, depending on the type of energy and how it is used. The objective of this paper is to study topology influence for a smart network based on piezoelectric materials using the double synchronized switch harvesting (DSSH). In this work, has been presented network topology for circuit DSSH (DSSH Standard, Independent DSSH, DSSH in parallel, mono DSSH, and DSSH in series). Using simulation-based on a structure with embedded piezoelectric system harvesters, then compare different topology of circuit DSSH for knowledge is how to connect the circuit DSSH together and how to implement accurately this circuit strategy for maximizing the total output power. The network topology DSSH extracted power a technique allows again up to in terms of maximal power output compared with network topology standard extracted at the resonant frequency. The simulation results show that by using the same input parameters the maximum efficiency for topology DSSH in parallel produces 120% more energy than topology DSSH-series. In addition, the energy harvesting by mono-DSSH is more than DSSH-series by 650% and it has exceeded DSSHind by 240%.
Improving the design of super-lift Luo converter using hybrid switching capac...nooriasukmaningtyas
In this article, an improvement to the positive output super-lift Luo converter (POSLC) has been proposed to get high gain at a low duty cycle. Also, reduce the stress on the switch and diodes, reduce the current through the inductors to reduce loss, and increase efficiency. Using a hybrid switch unit composed of four inductors and two capacitors it is replaced by the main inductor in the elementary circuit. It’s charged in parallel with the same input voltage and discharged in series. The output voltage is increased according to the number of components. The gain equation is modeled. The boundary condition between continuous conduction mode (CCM) and discontinuous conduction mode (DCM) has been derived. Passive components are designed to get high output voltage (8 times at D=0.5) and low ripple about (0.004). The circuit is simulated and analyzed using MATLAB/Simulink. Maximum power point tracker (MPPT) controls the converter to provide the most interest from solar energy.
Third harmonic current minimization using third harmonic blocking transformernooriasukmaningtyas
Zero sequence blocking transformers (ZSBTs) are used to suppress third harmonic currents in 3-phase systems. Three-phase systems where singlephase loading is present, there is every chance that the load is not balanced. If there is zero-sequence current due to unequal load current, then the ZSBT will impose high impedance and the supply voltage at the load end will be varied which is not desired. This paper presents Third harmonic blocking transformer (THBT) which suppresses only higher harmonic zero sequences. The constructional features using all windings in single-core and construction using three single-phase transformers explained. The paper discusses the constructional features, full details of circuit usage, design considerations, and simulation results for different supply and load conditions. A comparison of THBT with ZSBT is made with simulation results by considering four different cases
Power quality improvement of distribution systems asymmetry caused by power d...nooriasukmaningtyas
With an increase of non-linear load in today’s electrical power systems, the rate of power quality drops and the voltage source and frequency deteriorate if not properly compensated with an appropriate device. Filters are most common techniques that employed to overcome this problem and improving power quality. In this paper an improved optimization technique of filter applies to the power system is based on a particle swarm optimization with using artificial neural network technique applied to the unified power flow quality conditioner (PSO-ANN UPQC). Design particle swarm optimization and artificial neural network together result in a very high performance of flexible AC transmission lines (FACTs) controller and it implements to the system to compensate all types of power quality disturbances. This technique is very powerful for minimization of total harmonic distortion of source voltages and currents as a limit permitted by IEEE-519. The work creates a power system model in MATLAB/Simulink program to investigate our proposed optimization technique for improving control circuit of filters. The work also has measured all power quality disturbances of the electrical arc furnace of steel factory and suggests this technique of filter to improve the power quality.
Studies enhancement of transient stability by single machine infinite bus sys...nooriasukmaningtyas
Maintaining network synchronization is important to customer service. Low fluctuations cause voltage instability, non-synchronization in the power system or the problems in the electrical system disturbances, harmonics current and voltages inflation and contraction voltage. Proper tunning of the parameters of stabilizer is prime for validation of stabilizer. To overcome instability issues and get reinforcement found a lot of the techniques are developed to overcome instability problems and improve performance of power system. Genetic algorithm was applied to optimize parameters and suppress oscillation. The simulation of the robust composite capacitance system of an infinite single-machine bus was studied using MATLAB was used for optimization purpose. The critical time is an indication of the maximum possible time during which the error can pass in the system to obtain stability through the simulation. The effectiveness improvement has been shown in the system
Renewable energy based dynamic tariff system for domestic load managementnooriasukmaningtyas
To deal with the present power-scenario, this paper proposes a model of an advanced energy management system, which tries to achieve peak clipping, peak to average ratio reduction and cost reduction based on effective utilization of distributed generations. This helps to manage conventional loads based on flexible tariff system. The main contribution of this work is the development of three-part dynamic tariff system on the basis of time of utilizing power, available renewable energy sources (RES) and consumers’ load profile. This incorporates consumers’ choice to suitably select for either consuming power from conventional energy sources and/or renewable energy sources during peak or off-peak hours. To validate the efficiency of the proposed model we have comparatively evaluated the model performance with existing optimization techniques using genetic algorithm and particle swarm optimization. A new optimization technique, hybrid greedy particle swarm optimization has been proposed which is based on the two aforementioned techniques. It is found that the proposed model is superior with the improved tariff scheme when subjected to load management and consumers’ financial benefit. This work leads to maintain a healthy relationship between the utility sectors and the consumers, thereby making the existing grid more reliable, robust, flexible yet cost effective.
Energy harvesting maximization by integration of distributed generation based...nooriasukmaningtyas
The purpose of distributed generation systems (DGS) is to enhance the distribution system (DS) performance to be better known with its benefits in the power sector as installing distributed generation (DG) units into the DS can introduce economic, environmental and technical benefits. Those benefits can be obtained if the DG units' site and size is properly determined. The aim of this paper is studying and reviewing the effect of connecting DG units in the DS on transmission efficiency, reactive power loss and voltage deviation in addition to the economical point of view and considering the interest and inflation rate. Whale optimization algorithm (WOA) is introduced to find the best solution to the distributed generation penetration problem in the DS. The result of WOA is compared with the genetic algorithm (GA), particle swarm optimization (PSO), and grey wolf optimizer (GWO). The proposed solutions methodologies have been tested using MATLAB software on IEEE 33 standard bus system
Intelligent fault diagnosis for power distribution systemcomparative studiesnooriasukmaningtyas
Short circuit is one of the most popular types of permanent fault in power distribution system. Thus, fast and accuracy diagnosis of short circuit failure is very important so that the power system works more effectively. In this paper, a newly enhanced support vector machine (SVM) classifier has been investigated to identify ten short-circuit fault types, including single line-toground faults (XG, YG, ZG), line-to-line faults (XY, XZ, YZ), double lineto-ground faults (XYG, XZG, YZG) and three-line faults (XYZ). The performance of this enhanced SVM model has been improved by using three different versions of particle swarm optimization (PSO), namely: classical PSO (C-PSO), time varying acceleration coefficients PSO (T-PSO) and constriction factor PSO (K-PSO). Further, utilizing pseudo-random binary sequence (PRBS)-based time domain reflectometry (TDR) method allows to obtain a reliable dataset for SVM classifier. The experimental results performed on a two-branch distribution line show the most optimal variant of PSO for short fault diagnosis.
A deep learning approach based on stochastic gradient descent and least absol...nooriasukmaningtyas
More than eighty-five to ninety percentage of the diabetic patients are affected with diabetic retinopathy (DR) which is an eye disorder that leads to blindness. The computational techniques can support to detect the DR by using the retinal images. However, it is hard to measure the DR with the raw retinal image. This paper proposes an effective method for identification of DR from the retinal images. In this research work, initially the Weiner filter is used for preprocessing the raw retinal image. Then the preprocessed image is segmented using fuzzy c-mean technique. Then from the segmented image, the features are extracted using grey level co-occurrence matrix (GLCM). After extracting the fundus image, the feature selection is performed stochastic gradient descent, and least absolute shrinkage and selection operator (LASSO) for accurate identification during the classification process. Then the inception v3-convolutional neural network (IV3-CNN) model is used in the classification process to classify the image as DR image or non-DR image. By applying the proposed method, the classification performance of IV3-CNN model in identifying DR is studied. Using the proposed method, the DR is identified with the accuracy of about 95%, and the processed retinal image is identified as mild DR.
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
AIRCRAFT GENERAL
The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
An accurate technique for supervising distance relays during power swing
1. Indonesian Journal of Electrical Engineering and Computer Science
Vol. 21, No. 3, March 2021, pp. 1279~1290
ISSN: 2502-4752, DOI: 10.11591/ijeecs.v21.i3.pp1279-1290 1279
Journal homepage: http://ijeecs.iaescore.com
An accurate technique for supervising distance relays during
power swing
Loai Mohamed Ali El-Sayed1
, Doaa Khalil Ibrahim2
, Mahmoud Ibrahim Gilany3,
Aboul’Fotouh
El’Gharably4
1,4
Electrical Power and Machines Department, Higher Institute of Engineering at El-Shorouk City, Egypt
2,3
Electrical Power Engineering Department, Faculty of Engineering, Cairo University, Egypt
Article Info ABSTRACT
Article history:
Received Oct 20, 2020
Revised Dec 20, 2020
Accepted Jan 5, 2021
Power swing is a power system transient phenomenon that arises due to
several reasons including line switching, line outage, sudden increment or
decrement in load, faults, etc. Unnecessary tripping during power swing and
unnecessary blocking for faults occur during power swing result in distance
relay maloperation. Several cascaded outages and major worldwide blackouts
have occurred due to maloperation of distance relays. This paper proposes a
technique for supervising distance relays during power swing. The proposed
online technique discriminates real faults and power swing accurately. It
relies on constructing a locus diagram for the current and voltage differences
(∆I-∆V) between the two ends of the protected line. The locus is estimated at
every power frequency cycle to continuously monitor the state of the line by
utilizing the synchrophasor measurements at the sending and receiving ends
of the line. The proposed technique is tested for two-area, four-machine
power system under faults at different locations of zone-1 and zone-2 regions
of distance relays, fault resistances, fault inception angles and slip
frequencies using MATLAB software. The simulation results proved the
superior improvement of distance relay performance for handling power
swing blocking and unblocking actions.
Keywords:
Phasor measurement unit
Power swing blocking
Power swing unblocking
Distance relay
Power system stability
This is an open access article under the CC BY-SA license.
Corresponding Author:
Loai Mohamed Ali El-Sayed
Electrical Power and Machines Department
The higher institute of engineering, Al-Shorouk City, Cairo, Egypt
Email: l.mohamed.evergreen@gmail.com
1. INTRODUCTION
Stability plays a vital role in ensuring the system reliability. In steady-state, the balanced power flow
is maintained between the generation and load; nevertheless, the transient stability refers to the ability of
synchronous generators to sustain their synchronism with power system following severe faults, unpredicted
events or significant disruptions such as generator disconnection, line switching, or application of large loads.
The equilibrium between generation and load can be disrupted by any of these events and thus the oscillation
of electrical power occurs which known by power swing [1, 2]. The fluctuations die down if the swing is
stable, and the protective relays such as distance and overcurrent relays should be blocked [3, 4]. On the
other hand, the disturbance can result in a condition in which the transient oscillations do not damp out and
the system becomes unstable, commonly referred to as an out-of-step condition [5, 6].
The literature differentiates between faults and power swing based on the rate of change of some
measured electrical parameters. The conventional techniques reported in [7] apply concentric circles and
blinders to calculate the “rate of change of impedance” at relay location. However, these methods fail to
2. ISSN: 2502-4752
Indonesian J Elec Eng & Comp Sci, Vol. 21, No. 3, March 2021 : 1279 - 1290
1280
differentiate the fault and fast swing conditions using local information. Power swing blocking (PSB)
function based on swing center voltage (SCV) is also presented in [8], since SCV changes continuously
during power swing and remains constant when a fault occurs. This criterion is used to differentiate faults
and power swing, however, the main disadvantage, as presented in several literatures such as in [9], there is
some delay in the detection due to fault inception when a three phase fault is initiated. Regarding signal
analysis techniques, fast fourier transform (FFT) has been used to detect faults during power swing but
appropriate selection of threshold values to fault detection is required [10]. The wavelet-based signal
processing technique is also suggested in [11] for power swing identification, however high-frequency
sampling is needed for implementation. The discrimination between high fault resistance and power swing is
also examined in [12] for a test system interconnected with distributed generation (DG). Applying
intelligence based diagnosis is also investigated in literature, where artificial intelligence techniques such as
support vector machine and adaptive neuro-fuzzy inference system (ANFIS) are implemented in [13, 14].
Some significant problems for such approaches are discussed in [15], where the key deficiency is the
enormous case studies needed for training.
As the world moves towards a smart grid, stability and reliability of the grid become the most
challenging issues. Modern power systems depend on reliable communication infrastructure that supports
data flow in real-time between devices and the control center. This is being realized as the time synchronized
synchrophasor technology of global positioning system (GPS) in phasor measurement units (PMUs) opens up
a cutting edge advancement in decision support and visualization algorithms inside a smart cyber power
network [16]. In fact, PMUs are applied in different protection applications such as fault detection and
backup schemes in [17, 18]. However, on a large scale complex grid, the primary protection idea is applied
using the unique feature of phase plane fault identification in [19, 20]. A PMU based power swing detector is
presented in [21] to prevent distance relay mal-operation. A differential power coefficient and angular
separation are presented in [22] for fault detection and blocking/deblocking of distance relay.
The above literature shows that the available discrimination methods suffer from several problems
that may limit their use and thus there is still a need for research studies to overcome such problems.
Therefore, this paper proposes a novel online technique for dealing with power swing conditions using a
unique index derived from the constructed (∆𝐼 − ∆𝑉) locus for the sending and receiving ends current
difference and voltage difference. The ellipse circumference of the locus is applied in an efficient logic
scheme for blocking/unblocking distance relays to ensure accurate events detecting with minimal time delay.
The rest of the paper is arranged as follows: Section 2 describes the problem statement. Section 3
presents the methodology and description of the proposed technique. In Section 4, the test system is
introduced. Section 5 describes the simulation tests and achieved results. Finally, the paper is eventually
concluded in Section 6.
2. PROBLEM STATEMENT
The north american electric reliability corporation (NERC) has reported alarming statistics in [23],
where 75% of the major disruptions that result in cascaded outages and major blackouts include distance
relay maloperation. Some countries have experienced major blackouts due to distance relay nuisance tripping
during power swing as the apparent impedance may fall within operating zones or blocking for faults
occurring during power swing [24].
In fact, power swing is a balanced phenomenon, thus it is easy to distinguish unsymmetrical faults
from power swing due to the existence of negative and/or zero sequence components of the current and
voltage during such faults. On the contrary, it is very difficult to differentiate symmetrical faults from power
swing especially the symmetrical faults that occur during power swings as both of them have a balanced
nature [25]. Therefore, an online technique is proposed to discriminate real faults and power swing
accurately. It relies on creating a locus diagram at every power frequency cycle to continuously identify the
state of the line by using the synchrophasor measurements at the sending and receiving ends of the line. The
data was obtained from 4 G technology-based PMUs to provide high data speeds over long distance. Thus,
the proposed technique is allowed in real-time to serve as a primary protection to differentiate correctly
between faults and power swings. It is also capable of detecting symmetrical faults even with high fault
resistances during power swing.
3. THE PROPOSED TECHNIQUE
The simple 60 Hz power system presented in Figure 1 shows how to synchronize data using GPS
between two ends relays (R1 & R2 for Line-1 and R3& R4 for Line-2). PMUs are placed at bus M and bus N
to gather local measurements. The extracted data of instantaneous voltages and current values from PMUs
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are collected at the PDC. The proposed technique uses synchronized measurements of instantaneous phase
voltages and current values at bus M and bus N recorded for one complete cycle and sampled at 0.1 ms to
plot the (∆𝐼 − ∆𝑉) ellipse.
Figure 1. The arrangement of PDC, PMUs and protective relays
3.1. Methodology of the proposed technique and proposed index
To locate faults within transmission lines, a technique is introduced in [26] lies on creating an
ellipse between the sending, receiving ends voltage difference, and the sending end current. The area of the
ellipse, the ellipse's center-to-focus distance and the angle between the ellipse's major axis and the horizontal
axis are identified using PMUs to estimate the fault location. Following a similar approach, a novel online
technique for dealing with power swing conditions is proposed here using a unique index derived from a
constructed locus for the sending and receiving ends current difference and voltage difference. The (∆𝐼 −
∆𝑉) ellipse represents the relation between the transmission line's sending and receiving current difference
(∆𝐼 = 𝐼𝑆 − 𝐼𝑅) on the x-axis and the sending and receiving voltage difference (∆𝑉 = 𝑉𝑆 − 𝑉𝑅) on the y-axis.
The basic idea of (∆𝐼 − ∆𝑉) ellipse is graphically shown in Figure 2. Two mathematical features, the semi-
major axis length (a) and the semi-minor axis length (b), define the ellipse.
Figure 2. Graphical illustration of the (∆𝐼 − ∆𝑉) ellipse
The proposed technique consists of two stages. In the first stage, it uses one index to discriminate
between real faults and other conditions. This index is namely ellipse circumference (𝐶𝑖𝑟) which is
continuously compared to reference settings (𝐶𝑖𝑟𝑠𝑒𝑡𝑡). If no fault case is confirmed, the algorithm goes to the
second stage where the power angle extracted from PMUs at PDC is used by the distance relay for power
swing detection.
M N
PMU 1 PMU 2
Phasor Data
Concentrator (PDC)
R1 R2
R3 R4
G1 G2
Line - 1
Line - 2
IMN1 INM1
IMN2 INM2
ZB
EA∠δ1 EB ∠δ2
ZL
ZA
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The mathematical equation correlating the current and voltage differences (∆𝐼 − ∆𝑉) between the
two ends of the protected line is derived from:
𝑉𝑆(𝑡) = 𝑉𝑆𝑚 𝑠𝑖𝑛(𝜔𝑡 + 𝛿) & 𝑉𝑅(𝑡) = 𝑉𝑅𝑚 𝑠𝑖𝑛(𝜔𝑡) (1)
𝐼𝑆(𝑡) = 𝐼𝑆𝑚 𝑠𝑖𝑛(𝜔𝑡 ± 𝜑) & 𝐼𝑅(𝑡) = 𝐴 𝐼𝑆(𝑡) − 𝐶𝑉𝑆(𝑡) (2)
Where 𝑉𝑆𝑚 , 𝑉𝑅𝑚 are the magnitude of the sending and receiving voltage, 𝐼𝑆𝑚 is the magnitude of
the sending current, 𝛿 is the power angle between the sending and receiving voltage , 𝜑 is the phase shift
between the sending voltage and current while the parameters 𝐴, 𝐶 belong to ABCD parameters of the
transmission line.
As discussed in [26], the polar relationship between ∆𝑉 (𝑉𝑆(𝑡) − 𝑉𝑅(𝑡)) and ∆𝐼 (𝐼𝑆(𝑡) − 𝐼𝑅(𝑡))
represents an ellipse [27]. For semi-major axis length (a) and semi-minor axis length (b), as shown in the
following equation, the mathematical formula, used to determine the index (𝐶𝑖𝑟) in (p.u) at any sampling
instant to be used in the first stage of the proposed scheme, is expressed as follows:
Circumference (𝐶𝑖𝑟) ≈ 𝜋 [3(a + b) − √(10 ab + 3(a2 + b2)) ] (3)
3.2. Steps for implementing the proposed technique
By using the proposed technique, the distance relay can easily differentiate between actual faults
and power swings. Actually, the proposed technique is implemented through two main stages as shown
below. The output results for the two stages are incorporated within the ordinary distance relay as displayed
in Figure 3.
Figure 3. Flow diagram of the proposed technique
1st
stage:
1)- The instantaneous values for current and voltage differences between sending and receiving ends for
each protected line are measured using PMUs.
2)- The synchrophasor measurement data gathered from each area at the PDC is used to construct (∆𝐼 −
∆𝑉) locus.
3)- For every cycle, the geometric features including semi-major axis length (a) and semi-minor axis
length (b) are extracted from the ellipse. From these features, the proposed index of ellipse
circumference (𝐶𝑖𝑟) is calculated as per (3).
4)- For a real fault condition, the extracted index (𝐶𝑖𝑟) will jump to a higher value larger than the
threshold setting (𝐶𝑖𝑟𝑠𝑒𝑡𝑡). Otherwise, no fault is confirmed, and the technique goes to the second
stage to check the power swing probability.
Data Acquisition
Sampling Voltage & Current for
Phasor Calculation
Conventional Distance
Relay Decision
Construct Ellipse (∆I-∆V)
and
Compute Ellipse Circumference
(Cir) from Equation (3)
Local Area Measurement
(LAM) CTs & PTs Data
Wide Area Measurement
(WAM) PMUs Data
Cir > Cirsett δ > δsett
1=Trip
0=Block
PDC
1
0
1
0
Fault
Blocking Classifier
(Power Swing)
AND
1
0
Normal
Disturbance
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2nd stage:
5)- In this second stage, the technique uses the power angle (δ) to check the power swing phenomenon
between the two ends of the protected line. For δ > δsett, a power swing is confirmed, where δsett is
the threshold value for δ to identify power swing in the system. Otherwise, it is considered a normal
disturbance.
4. THE TESTED NETWORK
A 230 kV, 60 Hz, a two-area four-machine power system, as shown in Figure 4, is simulated to
verify the performance of the proposed technique under different conditions. The system presents ten buses
and two areas connected by a weak tie between bus 7 and bus 8. Each area consists of two coupled units;
each unit has the rating of 900 MVA and 20 kV. Two loads are connected to the system at buses 7 & 8 and
also two shunt capacitors are connected to bus 7 and bus 8. The detailed parameters of the tested network can
be found in [28]. The simulation tests are done through power systems computer-aided design
MATLAB/SIMULINK software.
Figure 4. Two-area four-machine power system
4.1. Placement of PMUs
For the implementation of the proposed technique, optimal PMUs placement must be taken into
consideration in order to achieve observability of faults [29, 30]. The procedure for PMUs placement in the
tested network is achieved as identical to the placement of PMUs implemented in [31] for 9-bus and 39-bus
networks. The estimated number of PMUs for the tested network is six PMUs, which are mounted in buses 1,
2, 3, 4, 7, and 8 to monitor the voltages and currents at each bus. During each cycle, the synchrophasor data
is assumed available at the PDC through the communication network.
4.2. Distance relay setting
The proposed technique is tested for distance relays R1 and R2 of mho type (which is a voltage
controlled directional relay known also as the admittance relay). As shown in Figure 4, R1 and R2 are located
at bus 7 at the sending ends to protect Line-1 and Line-2 respectively, the Zone-1 of relays R1 and R2 are set
at 80% of the protected line without any delay time, and Zone-2 covers up to 120% of the protected line with
0.25 s delay time. The reach of Zone-3 is set at 200 % of the protected line such that it can provide backup
protection to full length of the protected line with 0.8 s delay time.
The 𝐶𝑖𝑟𝑠𝑒𝑡𝑡 should be selected greater than the maximum Cir observed during the fast power swing
in addition to further margin to ensure correct detection of faults. Fast power swings with variable
frequencies (4-7 Hz) are simulated by creating three-phase faults on Line-2 and isolating them after
considerable time. The index 𝐶𝑖𝑟𝑠𝑒𝑡𝑡 is computed for Line-2 using the synchrophasor data of buses 7 and 8
with an additional margin of 40%. For the tested system, the maximum 𝐶𝑖𝑟 observed during such swing is
35.7 p.u and accordingly the setting is considered as 50 p.u to appropriately distinguish between faults and
CB1 CB2
CB3 CB4
R1
R2
700 MW
185 MVAR
700 MW
176 MVAR
700 MW
202 MVAR
700 MW
235 MVAR
967 MW
100 MVAR
1767 MW
100 MVAR
200 MVAR 350 MVAR
Line-1
Line-2
400 MW
G1
G2 G4
G3
25 km 10 km 10 km 25 km
220 km
F1
F2
20 kV/230 kV 20 kV/230 kV
20
kV/230
kV
20
kV/230
kV
Area 1 Area 2
PMU 5 PMU 6
1 5 6 7 8 9 3
4
2
PMU 1
PMU
2
PMU
4
PMU 3
10
Line parameters
230 kV, 100 MVA base
Z = 0.0001+ j 0.001 p.u/km
bc=0.00175 p.u/km
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power swing. The angle 𝛿𝑠𝑒𝑡𝑡 is considered as 30°, which is significantly higher than the maximum angular
separation between sending and receiving end buses during steady-state conditions.
5. RESULTS AND DISCUSSION
The general practice for applying PSB function in a distance protection scheme is to block all zones
during power swings and allow only tripping for fault conditions. To evaluate the performance of the
proposed technique, real faults, power swings and faults during power swings either slow or fast will be
investigated in the following subsections.
5.1. Distinguishing real faults and power swing conditions
Three-phase symmetrical real fault is simulated at Line-2 and the resulted power swing on Line-1 is
observed. The F1 fault is simulated at 25 % of Line-2 length from the sending end as shown in Figure 4 at 0.5 s
for investigating the trip function at relay R2 (for real faults). Simultaneously, the PSB function at relay R1 is
examined after clearing the fault at Line-2. After 6 cycles, the fault is cleared to allow for power swing on the
parallel line. The impedance trajectory for the two studied distance relays R1 and R2 is drawn in Figure 5.
Figure 5. Trajectory impedance for R1 and R2
As revealed in Figure 5, the apparent impedance trajectory of relay R2 (Z-R2) hits Zone-1 boundary
and hence Line-2 should be tripped correctly. After clearing that fault, the impedance trajectory for relay R2
will be located outside the three boundaries, while the impedance trajectory of relay R1 (Z-R1) enters Zone-3
and then gets outs as shown in Figure 5. The distance relay R1 should be able to block tripping during such
condition.
The ellipse related to Line-2 during fault (DF) is plotted and compared with the ellipse in normal
operation (NO) as shown in Figure 6(a). It ensures that with a 3-phase fault, the circumference of the locus is
increased. Figure 6(b) displays the change in ellipse circumference (𝐶𝑖𝑟) for Line-2 as calculated using (3),
where the index has already crossed the setting value after fault initiation ensuring a fault occurrence on
Line-2. As displayed in Figure 6(c), the trip function for the relay R2 is invoked in less than a quarter cycle
after the fault inception and before enters Zone-3 as shown in Figure 5. However, the clearing is intentionally
postponed to test the power swing case for R1 as will be shown in the next subsection. The proposed
technique has confirmed the results for real faults as in conventional distance relays.
As power swing is likely to occur on Line-1 and it may trip unnecessarily unless it is blocked. The
objective of the proposed technique is to appropriately block the trip signal for Line-1 during the power
swing. The ellipse related to Line-1 after clearing fault (ACF) is plotted and compared with the ellipse in
normal operation (NO) of Line-1 as shown in Figure 7(a). It shows that there is a slight increase in the
circumference compared to normal circumference indicating no real fault. The proposed index of ellipse
circumference (𝐶𝑖𝑟) for relay R1 is illustrated in Figure 7(b). As shown, there is no significant change in the
index and it did not exceed the setting. Thus, the output of stage-1 of the proposed technique has confirmed
that there is no fault on Line-1 as presented in Figure 7(c).
The algorithm proceeds for stage-2 to check for power swing occurrence. As shown in Figure 7(d), a
power swing phenomenon is observed (slip frequency = 0.5 Hz approx.). In the second stage, the power
angle (δ) between the two ends is compared against the setting value and found to be greater than δsett as
revealed in Figure 7(e).
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a) Constructed ellipse for Line-2
b) Circumference value (𝐶𝑖𝑟) at R2 c) The algorithm output (Trip signal for R2)
Figure 6. Performance of R2 for a real fault on Line-2
7(a). Constructed ellipse for Line-1
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7(b). Circumference value (𝐶𝑖𝑟) at R1 7(c). The algorithm output (Trip signal for R1)
7(d). Voltage and current measured at R1 for phase A 7(e). Power angle between sending & receiving end
Figure 7. Performance of R1 for a stable power swing on Line-1
5.2. Detecting faults during power swing
Due to the symmetric nature of phase voltages and currents during the swing, symmetrical faults are
difficult to be discriminated from power swings. To ensure that the distance relay will correctly apply power
swing unblocking function and clear any faults during power swing, different symmetrical faults are created
during PSB activation. Such faults are simulated at the locations of Zone-1 and Zone-2 regions of distance
relay R1, different fault resistances, fault inception times and slip frequencies either slow and fast power
swing conditions. Sample of the achieved results will be demonstrated in the following subsections.
5.2.1. Detecting faults during slow power swing
To test the effectiveness of the proposed technique, a solid three-phase fault is applied at 50% of
Line-1 from bus 7 (Zone-1 region of the relay R1) at 4.5 s during a slow power swing starts after clearing a
fault on Line-2 at 1.2 s as shown in Figure 8(a1). Figure 8(b1) indicates that the ellipse circumference index
was below the setting during the power swing and then jumps to a higher value at the inception of the three-
phase fault occurrence. Accordingly, the proposed technique will unblock the power swing function
successfully to ensure that R1 will trip correctly in 4 ms.
To ensure that the proposed technique is not affected by the high fault resistance, the previous
simulated fault is repeated with a high fault resistance equals 50 ohms. Figure 8(a2) confirms that the
detection of such faults is difficult for common conventional algorithms since there is a very small variation
in the measured voltage and current signals after the fault occurs (at 4.5 s). However, the proposed technique
can detect such fault since the ellipse circumference index jumps to a higher value exceeding the
predetermined setting after the inception of a fault as displayed in Figure 8(b2). The trip signal for relay R1 is
delayed for about 3 cycles in case of high fault resistance, however, this is still better than the conventional
algorithms which cannot detect such faults during power swing.
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8(a1). During a solid fault 8(a2). During a fault with 50 ohms resistance
8(a). Voltage and current measured at R1 for phase A
8(b1). During a solid fault 8(b2). During a fault with 50 ohms resistance
b) Circumference value (𝐶𝑖𝑟) at R1
8(c1). During a solid fault 8(c2). During a fault with 50 ohms resistance
8(c). The algorithm output (Trip signal for R1)
Figure 8. Performance of R1 for faults in Zone-1 during slow power swing
5.2.2. Detecting faults during fast power swing
A three-phase fault is applied at 90% of Line-1 from bus 7 (Zone-2 region of the relay R1) at 4.5 s
(at 0˚ inception angle) during fast power swing as presented in Figure 9(a1). As expected by the proposed
technique, the ellipse circumference index was below the setting during the power swing and jumps to a
higher value at the inception of the three-phase fault occurrence and again the proposed technique has
succeeded in detecting such fault case as shown in Figure 9(b1). The proposed technique will unblock the
power swing function successfully. Consequently, the distance relay R1 will trip for the fault on Line-1
within 1 ms during such fast power swing.
To further verify the performance of the proposed technique, its performance is also tested during
different inception angles. So, the previous fault case is simulated to start at 90˚ inception angle, as illustrated
by the variation in voltage and current measured at relay R1 shown in Figure 9(a2). According to Figure
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9(b2), the correct performance of the proposed scheme is verified as the ellipse circumference index has
jumped to a higher value at fault inception exceeding the setting value. Thus, it can be deduced that by
implementing the proposed technique for relay R1, its power swing function is successfully unblocked to
ensure that R1 correctly trips just after about 6 ms from the instant of fault inception.
9(a1). During a fault at 0˚ inception angle
9(a2). During a fault at 90˚ inception angle
9(a). Voltage and current measured at R1 for phase A
9(b1). During a fault at 0˚ inception angle 9(b2). During a fault at 90˚ inception angle
9(b). Circumference value (𝐶𝑖𝑟) at R1
9(c1). During a fault at 0˚ inception angle 9(c2). During a fault at 90˚ inception angle
9(c). The algorithm output (Trip Signal for R1)
Figure 9. Performance of R1 for faults in Zone-2 during fast power swing
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6. CONCLUSION
This paper presents a new online technique for supervising the distance relays during power swing
in transmission lines based on a (∆𝐼 − ∆𝑉) locus diagram, which is considered as a fingerprint of the line.
This locus is an ellipse constructed from the sending and receiving current difference on the x-axis and the
sending and receiving voltage difference on the y-axis at the PDC using the data gathered from PMUs based
on 4G technology to guarantee high data rates for long distances. For fault discrimination in the first stage,
the proposed technique gets benefit from the changes in the circumference of the ellipse, which is strongly
correlated to the fault characteristics. In the second stage of the proposed technique, the power angle between
the two ends of the protected line is used to check the power swing phenomenon. The performance of the
proposed technique is assessed via extensive simulation studies for various swing cases and fault cases by
varying the fault location zones, fault resistances, fault inception angles and slip frequencies compared with
the normal case to distinguish the geometrical changes of the locus in a unique way. The overall results
guarantee the superior efficiency of the proposed technique. Firstly, the proposed technique can correctly
distinguish between faults and power swings in real-time. Secondly, accurate and fast detection of
symmetrical faults during power swing (within a quarter cycle) is achieved. The results also demonstrate the
merits of proposed technique over the existing methods for detecting high fault resistances up to 50 ohms
during power swings and ensure a stable performance in blocking and unblocking functioning in the two-area
four-machine power system. It should be noted that when high resistance faults greater than 50 ohms are
expected in such systems, the operators should reduce the threshold safety margin less than 40% to enhance
the detection sensitivity for such weak faults. In case that the transmission systems are compensated using
one of the flexible alternating current transmission systems (FACTS) techniques, significant negative impacts
occur that cause the distance relay to mal-operate due to either over-reaching or under-reaching. So,
enhancing the proposed technique to be applied in such compensated networks may be considered in future
work. Finally, the main features of the proposed technique compared with some conventional methods that
can be summarized as follows: (a) Low computational burden and simplicity in implementation, (b)
Unnecessary complicated settings, (c) Fast detection of three-phase faults simultaneously with low and fast
power swings. (d) Detection of high resistance faults simultaneously with power swings.
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