SlideShare a Scribd company logo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 10 Issue: 06 | Jun 2023 www.irjet.net
© 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified
Protecting the wind energy system from a short circuit (requirements -
challenges - solutions)
Ayman Bases1, Dina Mourad2, Sayed M. Ahmed 3, Tamer A.A.Ismail4
1 Faculty of Technology and Education, Helwan University, Egypt,
2 Faculty of Technology and Education, Helwan University, Cairo, EGYPT,
3 Department of Industrial Technology Faculty of Technological Industry and Energy
Delta Technological University, Egypt
4 faculty of technology at El Sahafa. Ministry of higher education,
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - The urgent need for energy sources resulting
from industrial growth and progress and support for the
well-being of humanity has led to an increase in the
interference of wind energy with traditional energy
sources. Wind energy has its own characteristics resulting
from its nature. Among these characteristics is its
instability at a certain limit, as it is volatile, and this adds
challenges to production, communication, and protection
processes. This paper looks at this from a protection point
of view and presents advantages, challenges, and some
solutions to overcome the obstacles.
Key Words: wind turbines, protection, Protection
Challenge, Short circuit fault.
1. INTRODUCTION
reducing pollution resulting from energy, especially
wind energy, which is among the lowest-priced
energies [2], To benefit from the advantages of wind
energy and maintain the sustainability of its
production, producers, and researchers are interested
in the issue of protection [3], [4], The interest of
producers and researchers is increasing with the
increasing connection of wind energy with the power
system, for protection many roles, including the speed
of determining the fault situation and the speed of
making the right decision in terms of severity and type,
and who is responsible for clearing this fault [1]. The
protection system also monitors the production system
all the time in order to ensure the safety of the system,
the safety of the energy produced, and the continuity of
the energy flow process. A complete and effective
protection system that protects wind energy systems of
all kinds, but the scientific papers indicate the necessity
of having a different system commensurate with the
situation we want to protect and commensurate with
the speed and size of the turbine [2]. All these added
challenges and these challenges were clearer in wind
energy systems. This study considers protection from
an electrical perspective. Wind turbines are classified
into large wind turbines and small wind turbines.,
according to the type of generator, or according to the
place of installation [7].
2. Components of the wind power system:
2.1. Rotary blades:
They absorb energy from the wind and convert it
into any other form of energy.
2.2. Gearbox:
It is present in some systems and other systems are
not used, and the speed adjustment cycle is in a ratio
between the rotary vane and the generator.
2.3. Generator:
It converts what it receives from mechanical energy
into electrical energy.
2.4. Transmission lines:
Link between the generator and the load directly or
between the generator and the network
Figure 1Displays renewable energy sources [8].
Figure 2Wind energy system diagram
Renewable energy technologies support the global
trend towards preserving the environment and
Journal | Page 897
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 10 Issue: 06 | Jun 2023 www.irjet.net
© 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified
2.5. Transformers:
They adjust the connection voltage poorly with the
load or the network.
3. Classification of wind turbines by generator:
The kinetic energy absorbed from the wind is entered
by the rotating blades and then transferred from it to
the gear box, and from there it is transmitted to the
rotating member in the generator, which converts the
kinetic energy into electrical energy, and this electrical
energy comes out from the generator to the load
directly or to the electrical network. Research has
indicated that the types of generators Wind turbines
may differ according to a number of classifications.
 According to the communication interface
between the generator and the network
 According to the method of dealing with wind speed
3.1. First: classification according to speed
constant speed
 Limited variable speed
 Variable speed
3.2. Second: Classification of generators
according to the interface with the network
3.1. Squirrel Cage Induction Generator.
3.2. Wound Rotor Induction Generator.
3.3. Double Fed Induction Generator, which is the most
common and widespread.
3.4. Permanent magnet synchronous generator
4. The short circuit
One of the most common types of faults in electrical
systems is a short circuit. Protective devices are therefore
designed to protect against loss or damage to supply and
consumer equipment in the event of an electrical short
circuit.
A short circuit is an undesired connection between two
conductors through relatively low resistance or between
two or more circuit points, usually at different voltages
[16].
5. Reason
5.1. High temperatures due to high currents (large load -
fault)
5.2. The effect of high voltage on the insulator in a way
that breaks the insulator.
5.3. The presence of moisture causes the insulation to
weaken.
5.4. Exposure to stress or mechanical stress
6. Effect
6.1. Separate the source from the download locations.
6.2. Damage to equipment and devices
6.3. Exposure to thermal stress of equipment with
repetition causes damage.
6.4. May cause fires.
6.5. May cause fatalities [16]
7. Protective device
In the event of a fault in the power supply network,
rectification of the fault has the highest priority. Correct
design and implementation of protective coordination
therefore plays an important role. Relays and fuses act as
fault indicators to protect the power grid.
7.1. Fuses and Relays:
Both fuses and relays are just the central sensors for all
types of overcurrent protection systems in modern power
systems. The fuse is an independent protection device
that detects the fault itself and turns it off, and that
happens by melting the fuse filament that cannot
withstand the current in excess of the required limit, and
this limit is called the threshold. You can use the fuse's
characteristics to determine the appropriate fuse for a
particular application. . Fast-acting or slow-acting fuses
can be selected according to the type of load. But relays
are just sensors. It detects an error and sends a trip
command to a circuit designed to make the appropriate
decision either to disconnect or connect, and it may
operate according to a timeline.
7.2. Numerical Protection Relays:
A variety of protective relays of all kinds, including
electromechanical numerical relays, solid state relays,
microcontrollers, etc., are used to protect electrical power
systems. Research indicates that digital relays have been
widely used in electrical protection systems since the
beginning of work on their modernization and
development in 1985. This is due to the programmability
of this type of relay.
Figure 3Occurrence percentages of short circuits in the
power system [9].
Journal | Page 898
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 10 Issue: 06 | Jun 2023 www.irjet.net
© 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified
It added modern features such as the small size resulting
from merging a number of relays into one relay, the
possibility of measurement, error detection, and event
reporting data. This data can be used for trip analysis
when faults are detected by protection relays in the power
system. Through microcontroller programming, digital
relays can provide the highest speed, reliability,
selectivity, simplicity, efficiency, and cost-effectiveness in
power systems. However, fuses are recognized as one of
the most reliable applications for overcurrent fault
detection and disconnection of devices in industrial power
systems. Therefore, most researchers believe that the
adaptive overcurrent system combines fuses and relays is
a more cost-effective solution than relays or relay-based
protection systems.
7.3. The Overcurrent Relay
The overcurrent protection has the same as the input
signal obtained from a suitable current transformer. relay
types. In these relays, when the input current is higher
than the preset current value (threshold), the relay sends
an output signal to the circuit breaker (CB), and
disconnects. electrical circuit and remove power from the
result of overcurrent. This is to work to protect the special
components connected to the source of the fault. There
are three main types of overcurrent protection used in
power systems. Deterministic moment relays, fixed time
relays, and inverse time relays. The most common type is
the inverse time relay, which has the inverse property, the
relay operates faster (less time) as the current increases.
These types of relays are usually included in
instantaneous current units and when the current reaches
its upper limit of its magnitude, the relay is energized
immediately, thus preventing damage to the special
power components [4].
7.4. Directional overcurrent protection
As with overcurrent protection, directional overcurrent
protection is used as either a primary protection or a
backup protection. Despite the high reliability of
directional protection, the nature of wind turbines has
made it difficult to coordinate and adjust their settings
due to dynamic changes in wind energy. Although
directional protection is the cheapest and simplest, these
dynamic changes affect its sensitivity and selectivity,
which can lead to incorrect wind operations [5]
7.5. distance protector
Distance protector is mainly used to protect transmission
lines. Research has revealed that different voltage limits
generated by wind turbines affect the performance of
distance protection. Therefore, it has been found that
distance protection with fixed settings is not suitable for
transmission lines associated with wind turbines.
However, even with new and improved designs, internal
failures still occur, and if there is an excessive time delay
in the disconnect signal or a dead band in the protection,
the failures can cause serious damage or generate power
to repair the equipment. This can lead to long
interruptions in the operation of the unit. Therefore,
improper use of conventional functions may result in
economic and material damages to consumers [1].
7.6. Protections using artificial intelligence.
In the future, intelligent machines will replace or
complement human skills in many areas.
Artificial intelligence is becoming a popular field of
computer science because it improves human life in many
areas.
Research in the field of artificial intelligence has produced
a rapidly growing technology called expert systems.
Expert systems are now widely used to solve complex
problems in various fields such as science, engineering,
economics, medicine, and weather forecasting.
In areas where artificial intelligence is used, it has the
potential to improve quality and efficiency.
In the field of artificial intelligence, giving machines the
ability to think conceptually and analytically.
Over the past 20 years, artificial intelligence technology
has made great contributions in various fields.
Some papers in the field of artificial intelligence indicate
that the protection that maintains system stability,
dampens vibrations, and provides high-quality
performance in networks depends on artificial
intelligence techniques, and it was discussed protecting
networks from error and how its artificial intelligence
techniques can be used to solve common problems in the
network [11]. Network fault analysis has a promising
future, just like the field of power stabilizers. This
technology and its applications can have a long-term
impact on the protection of electrical systems, but it is a
new technology and is still in the experimental stage,
which indicates the need for more effort and research on
its reliability [2].
Among the challenges in protection systems, short circuit
is one of the most common types of system challenges.
Therefore, protective devices are designed to protect
against loss or damage to equipment on the part of the
Figure 4Diagram of type A of types [10]
8. PROTECTION CHALLENGE
Journal | Page 899
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 10 Issue: 06 | Jun 2023 www.irjet.net
© 2022, IRJET
supplier and consumer in the event of a short circuit. As
the power grid expands in the future, and connectivity to
wind energy systems increases, planners must re-evaluate
the design and upgrade of these devices through system
analysis and short circuit testing.
Evaluating the contribution of wind turbines to the short
circuit current of the system is very important to know
the effect of these turbines and the loads. Short circuit
fault can occur in network elements. The effect of wind
turbines and their effect on short currents depends on the
type of wind turbine generator. Consider Generator Type
1 and Wind Turbine 2 for detailed models of wind
turbines and their characteristics. We find that they have
almost the same electrical machining characteristics but
type 2 has a slight difference that results from the added
resistance of the rotor. Types 1, 2, and 3 have the highest
short-circuit currents and occur at three-phase faults. 3 to
6 times the rated current. In type 4, the short circuit
current has reached more than 110% of the rated current
because the circuit has been disconnected from the mains
by a transformer. The magnitude of the short circuit
current at the coupling point depends on the number and
type of wind turbines connected in parallel.
Power grids face a variety of protection challenges,
including B. Relay underreach/reach issues due to
different fault impedances due to high wind energy
penetration. Accordingly, many protection schemes have
been proposed, including adaptive logic program-based
schemes, adaptive distance relay adjustment schemes,
support vector machine-based schemes, data mining-
based intelligent differential relays, wavelet, and Fourier
transforms. Differential relay on the base. The magnitude
of fault currents and the selection and coordination of
protective devices are major challenges for wind-
connected microgrids. Many solutions include adaptive
overcurrent protection schemes, centralized
communication with local backup schemes, fault distance
estimation-based protection schemes, fuzzy reasoning
system-based schemes, microprocessor-based schemes,
oscillation frequency and transient power-based schemes,
Parameter estimation, voltage-current-time reversal
schemes are widely used protection schemes.
In addition, the choice of generator type for a wind farm,
synchronous generator, induction generator, generator
with converter interface also plays an important role in
the design of a power grid protection system.
Synchronous generators have long-term high-current
stability characteristics, and the fault current of induction
generators gradually decreases. The inverse is the short
circuit current of the generator connected to the
converter. limited to 2-3 times the generator's nominal
current.
In addition to the previous challenges, there is a challenge
to add wind energy to protection, which is that wind
energy is by nature variable in value and intermittent, and
this challenge affects protection according to the type of
protection used.
The research [4] indicates that the nature of wind turbine
energy is intermittent, and this adds other challenges such
as:
1- Poor coordination that may lead to wrong dismissal
2- The length of the separation time, which may increase
the possibility of damage
3 - The difficulty of determining the optimal threshold for
the value of the excess current, which may lead in some
cases to a malfunction, but the separation has not been
made [5].
9. Solutions
The research reviewed the protection equipment used to
protect wind turbines and the challenges faced by this
equipment, and then the research presents the solutions
indicated by previous research to overcome these
challenges:-
9.1. Adaptive Differential Protection
To meet the challenges posed by the nature of wind
turbine energy, many researchers have published
adaptive differential protection and it has been shown to
be effective in the protection process. Depending on plant
conditions and configuration, thresholds can be calculated
online. Therefore, the method is applicable to virtually
any energy system model and the impact of dynamic wind
farm operation on protection is negligible. Threshold
settings are designed considering the location of the
obstacle and the angle of entry of the obstacle. First, the
most effective fault among all possible faults is identified
using a single variable objective function (fault location).
Then the threshold setting with all possible parameters
considers only single-phase ground faults. The method is
tested against a standard power system model integrated
into a wind farm and simulated using MATLAB R2016a
software [6].
9.2. Adaptive overcurrent protection
Traditional protection schemes in distribution systems
may be disrupted by the proliferation of distributed
generation based on renewable energy sources. Such
properties of wind turbines are stochastic due to the
intermittent behaviour of wind dynamics. This causes the
fault current level to fluctuate and cause overcurrent relay
regulation problems. Minimize relay operating time. The
proposed algorithm is tested in a modified IEEE-8 bus
system with a wind farm to eliminate overcurrent relay
misalignment caused by WD. To further prove the
effectiveness of this algorithm, it is also tested on a typical
substation integrated in a wind farm. Compared with
conventional protection schemes, the results of the
proposed scheme are promising in fault isolation as
follows. B. Significantly shortens the total operating time
of the relay and eliminates misalignment [7].
For low-voltage networks where renewable energy is
present, especially for distributed generators, protection
systems require special attention as they are subject to
the new phenomenon of multi-directional power flows.
Traditional [3].
Journal | Page 900
| Impact Factor value:8.226
| ISO 9001:2008 Certified
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 10 Issue: 06 | Jun 2023 www.irjet.net
© 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified
9.3. Adaptive Distance Protection
In this paper, we propose a remote protection method
using local data from the transmission line connecting the
playback stations. The proposed method determines the
phase angle of the faulted loop current by determining the
pure fault impedance of the regenerative plant at any time
after the fault is detected, independent of the control
system connected to the plant. Decide. calculation. Use
this information to accurately calculate the resistance of
the line to the point of failure. The performance of the
proposed adaptive protection scheme was tested on a
New England 39-bus integrated regenerative system
using PSCAD/EMTDC simulation data and found to be
accurate. Show superiority in comparative evaluation
with conventional remote paging technology.
10. CONCLUSION
The research reviewed the importance of wind energy
and what the global industrial community aims to develop
for this sector. It also explained the seriousness of the
short circuit error and the risks it might cause. It
explained the importance of protection and indicated
some of the protection techniques used andResearch
indicated that the best solution to overcome the
challenges added by the technology of wind systems lies
in the air conditioning process, which represents the
possibility of the protection relay changing its settings,
and the process of changing these settings took several
forms, some of which relied on prediction, and some of
them were done by measuring wind speed and then
resetting Adjusting the threshold according to the new
data, and some relied on new equations added to relay
systems to adjust the threshold according to the income of
these equations, and explained some ways to solve those
challenges.
ACKNOWLEDGEMENT
I would like to thank the supervisors, Dina Mourad,
Faculty of Technology and Education, Helwan University,
Cairo, EGYPT,
Tamer A.A.Ismail, faculty of technology at El Sahafa.
ministry of higher education,
For what they gave me of help, advice, and guidance.
REFERENCES
[1] R. Vakulchuk, I. Overland, and D. Scholten,
“Renewable energy and geopolitics: A review,”
Renewable and Sustainable Energy Reviews, vol. 122,
p. 109547, Apr. 2020, doi:
10.1016/j.rser.2019.109547.
[2] R. Syahputra and I. Soesanti, “Control of Synchronous
Generator in Wind Power Systems Using Neuro-Fuzzy
Approach.”
[3] Or. ) IEEE Industry Applications Society. Annual
Meeting (53rd : 2018 : Portland, IEEE Industry
Applications Society., and Institute of Electrical and
Electronics Engineers, 2018 IEEE Industry
Applications Society Annual Meeting (IAS) : 23-27
Sept. 2018.
[4] N. Rezaei, M. N. Uddin, I. K. Amin, M. L. Othman, and
M. Marsadek, “Genetic Algorithm-Based Optimization
of Overcurrent Relay Coordination for Improved
Protection of DFIG Operated Wind Farms,” IEEE Trans
Ind Appl, vol. 55, no. 6, pp. 5727–5736, Nov. 2019,
doi: 10.1109/TIA.2019.2939244.
[5] M. M. Mansouri, M. Nayeripour, and M. Negnevitsky,
“Internal electrical protection of wind turbine with
doubly fed induction generator,” Renewable and
Sustainable Energy Reviews, vol. 55, pp. 840–855,
Mar. 2016, doi: 10.1016/j.rser.2015.11.023.
[6] P. Denholm and B. Kroposki, “Understanding Power
Systems Protection in the Clean Energy Future,”
Golden, CO (United States), May 2022. doi:
10.2172/1870415.
[7] J. Feng and W. Z. Shen, “Design optimization of
offshore wind farms with multiple types of wind
turbines,” Appl Energy, vol. 205, pp. 1283–1297, Nov.
2017, doi: 10.1016/j.apenergy.2017.08.107.
[8] S. Khatua and V. Mukherjee, “Adaptive overcurrent
protection scheme suitable for station blackout power
supply of nuclear power plant operated through an
integrated microgrid,” Electric Power Systems
Research, vol. 192, p. 106934, Mar. 2021, doi:
10.1016/j.epsr.2020.106934.
[9] D. Jones and J. J. Kumm, “Future Distribution Feeder
Protection Using Directional Overcurrent Elements,”
IEEE Trans Ind Appl, vol. 50, no. 2, pp. 1385–1390,
Mar. 2014, doi: 10.1109/TIA.2013.2283237.
[10] J. Serrano‐González and R. Lacal‐Arántegui,
“Technological evolution of onshore wind turbines—a
market‐based analysis,” Wind Energy, vol. 19, no. 12,
pp. 2171–2187, Dec. 2016, doi: 10.1002/we.1974.
[11] A. Pannu and M. T. Student, “Artificial Intelligence
and its Application in Different Areas,” 2008.
[12] S. Taheri, M. Jooshaki, and M. Moeini-Aghtaie,
“Long-term planning of integrated local energy
systems using deep learning algorithms,”
International Journal of Electrical Power & Energy
Systems, vol. 129, p. 106855, Jul. 2021, doi:
10.1016/j.ijepes.2021.106855.
Journal | Page 901
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
p-ISSN: 2395-0072
Volume: 10 Issue: 06 | Jun 2023 www.irjet.net
© 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified
[13] S. D. Ahmed, F. S. M. Al-Ismail, M. Shafiullah, F. A.
Al-Sulaiman, and I. M. El-Amin, “Grid Integration
Challenges of Wind Energy: A Review,” IEEE Access,
vol. 8, pp. 10857–10878, 2020, doi:
10.1109/ACCESS.2020.2964896.
[14] Ch. D. Prasad, M. Biswal, and A. Y. Abdelaziz,
“Adaptive differential protection scheme for wind
farm integrated power network,” Electric Power
Systems Research, vol. 187, p. 106452, Oct. 2020, doi:
10.1016/j.epsr.2020.106452.
[15] M. Rizwan, L. Hong, M. Waseem, S. Ahmad, M.
Sharaf, and M. Shafiq, “A Robust Adaptive Overcurrent
Relay Coordination Scheme for Wind-Farm-
Integrated Power Systems Based on Forecasting the
Wind Dynamics for Smart Energy Systems,” Applied
Sciences, vol. 10, no. 18, p. 6318, Sep. 2020, doi:
10.3390/app10186318.
[16] J.-Y. Son and K. Ma, “Wind Energy Systems,”
Proceedings of the IEEE, vol. 105, no. 11, pp. 2116–
2131, Nov. 2017, doi: 10.1109/JPROC.2017.2695485.
Journal | Page 902

More Related Content

PDF
Modelling and Implementation of Microprocessor Based Numerical Relay for Prot...
PDF
Fault analysis in power system using power systems computer aided design
PDF
Review on Different Techniques for Differential Protection of Power Transformer
PDF
Monitoring of power transformers using thermal model and permission time of ...
PDF
IRJET- Intelligent Microgrid Connected Rooftop Solar Power Plant 2KWP
PDF
IRJET- Intelligent Microgrid Connected Rooftop Solar Power Plant 2KWP
PDF
Fault protection of a loop type low voltage dc bus based microgrids
PDF
IRJET- Embedded System based Multi-Source Leakage Current Protection for Low ...
Modelling and Implementation of Microprocessor Based Numerical Relay for Prot...
Fault analysis in power system using power systems computer aided design
Review on Different Techniques for Differential Protection of Power Transformer
Monitoring of power transformers using thermal model and permission time of ...
IRJET- Intelligent Microgrid Connected Rooftop Solar Power Plant 2KWP
IRJET- Intelligent Microgrid Connected Rooftop Solar Power Plant 2KWP
Fault protection of a loop type low voltage dc bus based microgrids
IRJET- Embedded System based Multi-Source Leakage Current Protection for Low ...

Similar to Protecting the wind energy system from a short circuit (requirements - challenges - solutions) (20)

PDF
A transient current based micro grid connected power system protection scheme...
PDF
40220140505005
PDF
40220140505005
PDF
Review of different Fault Ride through (FRT) Control Strategies for a DFIG Wi...
PDF
Application of crowbar protection on dfig based wind turbine connected to grid-2
PDF
H011117484
PDF
An adaptive protection scheme to prevent recloser-fuse miscoordination in dis...
PDF
D010622334
PDF
Transient stability analysis of distributed generation
PDF
Overview lvrt capability of dfig techniques
PDF
Development of intelligent protection and automation control systems using fu...
PDF
Optimal dg placement using multiobjective index and its effect on stability 2
PDF
Energy Harvesting for Remote Condition Monitoring
PDF
PDF
Microcontroller based transformer protectio
PDF
IRJET- A Grid-Control Scheme Connected to a Wind Energy System for Improving ...
PDF
IRJET - Digital Differential Protection of Power Transformer using MATLAB
PDF
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...
PDF
26 9758 fault paper id 0026 (ed l)
PDF
Design and Simulation of Grid Connected Solar Photovoltaic Plant for Munnar, ...
A transient current based micro grid connected power system protection scheme...
40220140505005
40220140505005
Review of different Fault Ride through (FRT) Control Strategies for a DFIG Wi...
Application of crowbar protection on dfig based wind turbine connected to grid-2
H011117484
An adaptive protection scheme to prevent recloser-fuse miscoordination in dis...
D010622334
Transient stability analysis of distributed generation
Overview lvrt capability of dfig techniques
Development of intelligent protection and automation control systems using fu...
Optimal dg placement using multiobjective index and its effect on stability 2
Energy Harvesting for Remote Condition Monitoring
Microcontroller based transformer protectio
IRJET- A Grid-Control Scheme Connected to a Wind Energy System for Improving ...
IRJET - Digital Differential Protection of Power Transformer using MATLAB
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...
26 9758 fault paper id 0026 (ed l)
Design and Simulation of Grid Connected Solar Photovoltaic Plant for Munnar, ...

More from IRJET Journal (20)

PDF
Enhanced heart disease prediction using SKNDGR ensemble Machine Learning Model
PDF
Utilizing Biomedical Waste for Sustainable Brick Manufacturing: A Novel Appro...
PDF
Kiona – A Smart Society Automation Project
PDF
DESIGN AND DEVELOPMENT OF BATTERY THERMAL MANAGEMENT SYSTEM USING PHASE CHANG...
PDF
Invest in Innovation: Empowering Ideas through Blockchain Based Crowdfunding
PDF
SPACE WATCH YOUR REAL-TIME SPACE INFORMATION HUB
PDF
A Review on Influence of Fluid Viscous Damper on The Behaviour of Multi-store...
PDF
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...
PDF
Explainable AI(XAI) using LIME and Disease Detection in Mango Leaf by Transfe...
PDF
BRAIN TUMOUR DETECTION AND CLASSIFICATION
PDF
The Project Manager as an ambassador of the contract. The case of NEC4 ECC co...
PDF
"Enhanced Heat Transfer Performance in Shell and Tube Heat Exchangers: A CFD ...
PDF
Advancements in CFD Analysis of Shell and Tube Heat Exchangers with Nanofluid...
PDF
Breast Cancer Detection using Computer Vision
PDF
Auto-Charging E-Vehicle with its battery Management.
PDF
Analysis of high energy charge particle in the Heliosphere
PDF
A Novel System for Recommending Agricultural Crops Using Machine Learning App...
PDF
Auto-Charging E-Vehicle with its battery Management.
PDF
Analysis of high energy charge particle in the Heliosphere
PDF
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...
Enhanced heart disease prediction using SKNDGR ensemble Machine Learning Model
Utilizing Biomedical Waste for Sustainable Brick Manufacturing: A Novel Appro...
Kiona – A Smart Society Automation Project
DESIGN AND DEVELOPMENT OF BATTERY THERMAL MANAGEMENT SYSTEM USING PHASE CHANG...
Invest in Innovation: Empowering Ideas through Blockchain Based Crowdfunding
SPACE WATCH YOUR REAL-TIME SPACE INFORMATION HUB
A Review on Influence of Fluid Viscous Damper on The Behaviour of Multi-store...
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...
Explainable AI(XAI) using LIME and Disease Detection in Mango Leaf by Transfe...
BRAIN TUMOUR DETECTION AND CLASSIFICATION
The Project Manager as an ambassador of the contract. The case of NEC4 ECC co...
"Enhanced Heat Transfer Performance in Shell and Tube Heat Exchangers: A CFD ...
Advancements in CFD Analysis of Shell and Tube Heat Exchangers with Nanofluid...
Breast Cancer Detection using Computer Vision
Auto-Charging E-Vehicle with its battery Management.
Analysis of high energy charge particle in the Heliosphere
A Novel System for Recommending Agricultural Crops Using Machine Learning App...
Auto-Charging E-Vehicle with its battery Management.
Analysis of high energy charge particle in the Heliosphere
Wireless Arduino Control via Mobile: Eliminating the Need for a Dedicated Wir...

Recently uploaded (20)

PDF
Human-AI Collaboration: Balancing Agentic AI and Autonomy in Hybrid Systems
PPTX
introduction to high performance computing
PDF
Analyzing Impact of Pakistan Economic Corridor on Import and Export in Pakist...
PPT
Introduction, IoT Design Methodology, Case Study on IoT System for Weather Mo...
PDF
UNIT no 1 INTRODUCTION TO DBMS NOTES.pdf
PDF
A SYSTEMATIC REVIEW OF APPLICATIONS IN FRAUD DETECTION
PDF
Soil Improvement Techniques Note - Rabbi
PDF
Categorization of Factors Affecting Classification Algorithms Selection
PPTX
Fundamentals of safety and accident prevention -final (1).pptx
PPTX
UNIT 4 Total Quality Management .pptx
PPTX
MET 305 2019 SCHEME MODULE 2 COMPLETE.pptx
PPTX
Information Storage and Retrieval Techniques Unit III
PPTX
6ME3A-Unit-II-Sensors and Actuators_Handouts.pptx
PDF
PREDICTION OF DIABETES FROM ELECTRONIC HEALTH RECORDS
PDF
keyrequirementskkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkk
PPTX
CURRICULAM DESIGN engineering FOR CSE 2025.pptx
PDF
III.4.1.2_The_Space_Environment.p pdffdf
PDF
PPT on Performance Review to get promotions
PPTX
Nature of X-rays, X- Ray Equipment, Fluoroscopy
PPTX
communication and presentation skills 01
Human-AI Collaboration: Balancing Agentic AI and Autonomy in Hybrid Systems
introduction to high performance computing
Analyzing Impact of Pakistan Economic Corridor on Import and Export in Pakist...
Introduction, IoT Design Methodology, Case Study on IoT System for Weather Mo...
UNIT no 1 INTRODUCTION TO DBMS NOTES.pdf
A SYSTEMATIC REVIEW OF APPLICATIONS IN FRAUD DETECTION
Soil Improvement Techniques Note - Rabbi
Categorization of Factors Affecting Classification Algorithms Selection
Fundamentals of safety and accident prevention -final (1).pptx
UNIT 4 Total Quality Management .pptx
MET 305 2019 SCHEME MODULE 2 COMPLETE.pptx
Information Storage and Retrieval Techniques Unit III
6ME3A-Unit-II-Sensors and Actuators_Handouts.pptx
PREDICTION OF DIABETES FROM ELECTRONIC HEALTH RECORDS
keyrequirementskkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkk
CURRICULAM DESIGN engineering FOR CSE 2025.pptx
III.4.1.2_The_Space_Environment.p pdffdf
PPT on Performance Review to get promotions
Nature of X-rays, X- Ray Equipment, Fluoroscopy
communication and presentation skills 01

Protecting the wind energy system from a short circuit (requirements - challenges - solutions)

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 10 Issue: 06 | Jun 2023 www.irjet.net © 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified Protecting the wind energy system from a short circuit (requirements - challenges - solutions) Ayman Bases1, Dina Mourad2, Sayed M. Ahmed 3, Tamer A.A.Ismail4 1 Faculty of Technology and Education, Helwan University, Egypt, 2 Faculty of Technology and Education, Helwan University, Cairo, EGYPT, 3 Department of Industrial Technology Faculty of Technological Industry and Energy Delta Technological University, Egypt 4 faculty of technology at El Sahafa. Ministry of higher education, ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - The urgent need for energy sources resulting from industrial growth and progress and support for the well-being of humanity has led to an increase in the interference of wind energy with traditional energy sources. Wind energy has its own characteristics resulting from its nature. Among these characteristics is its instability at a certain limit, as it is volatile, and this adds challenges to production, communication, and protection processes. This paper looks at this from a protection point of view and presents advantages, challenges, and some solutions to overcome the obstacles. Key Words: wind turbines, protection, Protection Challenge, Short circuit fault. 1. INTRODUCTION reducing pollution resulting from energy, especially wind energy, which is among the lowest-priced energies [2], To benefit from the advantages of wind energy and maintain the sustainability of its production, producers, and researchers are interested in the issue of protection [3], [4], The interest of producers and researchers is increasing with the increasing connection of wind energy with the power system, for protection many roles, including the speed of determining the fault situation and the speed of making the right decision in terms of severity and type, and who is responsible for clearing this fault [1]. The protection system also monitors the production system all the time in order to ensure the safety of the system, the safety of the energy produced, and the continuity of the energy flow process. A complete and effective protection system that protects wind energy systems of all kinds, but the scientific papers indicate the necessity of having a different system commensurate with the situation we want to protect and commensurate with the speed and size of the turbine [2]. All these added challenges and these challenges were clearer in wind energy systems. This study considers protection from an electrical perspective. Wind turbines are classified into large wind turbines and small wind turbines., according to the type of generator, or according to the place of installation [7]. 2. Components of the wind power system: 2.1. Rotary blades: They absorb energy from the wind and convert it into any other form of energy. 2.2. Gearbox: It is present in some systems and other systems are not used, and the speed adjustment cycle is in a ratio between the rotary vane and the generator. 2.3. Generator: It converts what it receives from mechanical energy into electrical energy. 2.4. Transmission lines: Link between the generator and the load directly or between the generator and the network Figure 1Displays renewable energy sources [8]. Figure 2Wind energy system diagram Renewable energy technologies support the global trend towards preserving the environment and Journal | Page 897
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 10 Issue: 06 | Jun 2023 www.irjet.net © 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified 2.5. Transformers: They adjust the connection voltage poorly with the load or the network. 3. Classification of wind turbines by generator: The kinetic energy absorbed from the wind is entered by the rotating blades and then transferred from it to the gear box, and from there it is transmitted to the rotating member in the generator, which converts the kinetic energy into electrical energy, and this electrical energy comes out from the generator to the load directly or to the electrical network. Research has indicated that the types of generators Wind turbines may differ according to a number of classifications.  According to the communication interface between the generator and the network  According to the method of dealing with wind speed 3.1. First: classification according to speed constant speed  Limited variable speed  Variable speed 3.2. Second: Classification of generators according to the interface with the network 3.1. Squirrel Cage Induction Generator. 3.2. Wound Rotor Induction Generator. 3.3. Double Fed Induction Generator, which is the most common and widespread. 3.4. Permanent magnet synchronous generator 4. The short circuit One of the most common types of faults in electrical systems is a short circuit. Protective devices are therefore designed to protect against loss or damage to supply and consumer equipment in the event of an electrical short circuit. A short circuit is an undesired connection between two conductors through relatively low resistance or between two or more circuit points, usually at different voltages [16]. 5. Reason 5.1. High temperatures due to high currents (large load - fault) 5.2. The effect of high voltage on the insulator in a way that breaks the insulator. 5.3. The presence of moisture causes the insulation to weaken. 5.4. Exposure to stress or mechanical stress 6. Effect 6.1. Separate the source from the download locations. 6.2. Damage to equipment and devices 6.3. Exposure to thermal stress of equipment with repetition causes damage. 6.4. May cause fires. 6.5. May cause fatalities [16] 7. Protective device In the event of a fault in the power supply network, rectification of the fault has the highest priority. Correct design and implementation of protective coordination therefore plays an important role. Relays and fuses act as fault indicators to protect the power grid. 7.1. Fuses and Relays: Both fuses and relays are just the central sensors for all types of overcurrent protection systems in modern power systems. The fuse is an independent protection device that detects the fault itself and turns it off, and that happens by melting the fuse filament that cannot withstand the current in excess of the required limit, and this limit is called the threshold. You can use the fuse's characteristics to determine the appropriate fuse for a particular application. . Fast-acting or slow-acting fuses can be selected according to the type of load. But relays are just sensors. It detects an error and sends a trip command to a circuit designed to make the appropriate decision either to disconnect or connect, and it may operate according to a timeline. 7.2. Numerical Protection Relays: A variety of protective relays of all kinds, including electromechanical numerical relays, solid state relays, microcontrollers, etc., are used to protect electrical power systems. Research indicates that digital relays have been widely used in electrical protection systems since the beginning of work on their modernization and development in 1985. This is due to the programmability of this type of relay. Figure 3Occurrence percentages of short circuits in the power system [9]. Journal | Page 898
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 10 Issue: 06 | Jun 2023 www.irjet.net © 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified It added modern features such as the small size resulting from merging a number of relays into one relay, the possibility of measurement, error detection, and event reporting data. This data can be used for trip analysis when faults are detected by protection relays in the power system. Through microcontroller programming, digital relays can provide the highest speed, reliability, selectivity, simplicity, efficiency, and cost-effectiveness in power systems. However, fuses are recognized as one of the most reliable applications for overcurrent fault detection and disconnection of devices in industrial power systems. Therefore, most researchers believe that the adaptive overcurrent system combines fuses and relays is a more cost-effective solution than relays or relay-based protection systems. 7.3. The Overcurrent Relay The overcurrent protection has the same as the input signal obtained from a suitable current transformer. relay types. In these relays, when the input current is higher than the preset current value (threshold), the relay sends an output signal to the circuit breaker (CB), and disconnects. electrical circuit and remove power from the result of overcurrent. This is to work to protect the special components connected to the source of the fault. There are three main types of overcurrent protection used in power systems. Deterministic moment relays, fixed time relays, and inverse time relays. The most common type is the inverse time relay, which has the inverse property, the relay operates faster (less time) as the current increases. These types of relays are usually included in instantaneous current units and when the current reaches its upper limit of its magnitude, the relay is energized immediately, thus preventing damage to the special power components [4]. 7.4. Directional overcurrent protection As with overcurrent protection, directional overcurrent protection is used as either a primary protection or a backup protection. Despite the high reliability of directional protection, the nature of wind turbines has made it difficult to coordinate and adjust their settings due to dynamic changes in wind energy. Although directional protection is the cheapest and simplest, these dynamic changes affect its sensitivity and selectivity, which can lead to incorrect wind operations [5] 7.5. distance protector Distance protector is mainly used to protect transmission lines. Research has revealed that different voltage limits generated by wind turbines affect the performance of distance protection. Therefore, it has been found that distance protection with fixed settings is not suitable for transmission lines associated with wind turbines. However, even with new and improved designs, internal failures still occur, and if there is an excessive time delay in the disconnect signal or a dead band in the protection, the failures can cause serious damage or generate power to repair the equipment. This can lead to long interruptions in the operation of the unit. Therefore, improper use of conventional functions may result in economic and material damages to consumers [1]. 7.6. Protections using artificial intelligence. In the future, intelligent machines will replace or complement human skills in many areas. Artificial intelligence is becoming a popular field of computer science because it improves human life in many areas. Research in the field of artificial intelligence has produced a rapidly growing technology called expert systems. Expert systems are now widely used to solve complex problems in various fields such as science, engineering, economics, medicine, and weather forecasting. In areas where artificial intelligence is used, it has the potential to improve quality and efficiency. In the field of artificial intelligence, giving machines the ability to think conceptually and analytically. Over the past 20 years, artificial intelligence technology has made great contributions in various fields. Some papers in the field of artificial intelligence indicate that the protection that maintains system stability, dampens vibrations, and provides high-quality performance in networks depends on artificial intelligence techniques, and it was discussed protecting networks from error and how its artificial intelligence techniques can be used to solve common problems in the network [11]. Network fault analysis has a promising future, just like the field of power stabilizers. This technology and its applications can have a long-term impact on the protection of electrical systems, but it is a new technology and is still in the experimental stage, which indicates the need for more effort and research on its reliability [2]. Among the challenges in protection systems, short circuit is one of the most common types of system challenges. Therefore, protective devices are designed to protect against loss or damage to equipment on the part of the Figure 4Diagram of type A of types [10] 8. PROTECTION CHALLENGE Journal | Page 899
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 10 Issue: 06 | Jun 2023 www.irjet.net © 2022, IRJET supplier and consumer in the event of a short circuit. As the power grid expands in the future, and connectivity to wind energy systems increases, planners must re-evaluate the design and upgrade of these devices through system analysis and short circuit testing. Evaluating the contribution of wind turbines to the short circuit current of the system is very important to know the effect of these turbines and the loads. Short circuit fault can occur in network elements. The effect of wind turbines and their effect on short currents depends on the type of wind turbine generator. Consider Generator Type 1 and Wind Turbine 2 for detailed models of wind turbines and their characteristics. We find that they have almost the same electrical machining characteristics but type 2 has a slight difference that results from the added resistance of the rotor. Types 1, 2, and 3 have the highest short-circuit currents and occur at three-phase faults. 3 to 6 times the rated current. In type 4, the short circuit current has reached more than 110% of the rated current because the circuit has been disconnected from the mains by a transformer. The magnitude of the short circuit current at the coupling point depends on the number and type of wind turbines connected in parallel. Power grids face a variety of protection challenges, including B. Relay underreach/reach issues due to different fault impedances due to high wind energy penetration. Accordingly, many protection schemes have been proposed, including adaptive logic program-based schemes, adaptive distance relay adjustment schemes, support vector machine-based schemes, data mining- based intelligent differential relays, wavelet, and Fourier transforms. Differential relay on the base. The magnitude of fault currents and the selection and coordination of protective devices are major challenges for wind- connected microgrids. Many solutions include adaptive overcurrent protection schemes, centralized communication with local backup schemes, fault distance estimation-based protection schemes, fuzzy reasoning system-based schemes, microprocessor-based schemes, oscillation frequency and transient power-based schemes, Parameter estimation, voltage-current-time reversal schemes are widely used protection schemes. In addition, the choice of generator type for a wind farm, synchronous generator, induction generator, generator with converter interface also plays an important role in the design of a power grid protection system. Synchronous generators have long-term high-current stability characteristics, and the fault current of induction generators gradually decreases. The inverse is the short circuit current of the generator connected to the converter. limited to 2-3 times the generator's nominal current. In addition to the previous challenges, there is a challenge to add wind energy to protection, which is that wind energy is by nature variable in value and intermittent, and this challenge affects protection according to the type of protection used. The research [4] indicates that the nature of wind turbine energy is intermittent, and this adds other challenges such as: 1- Poor coordination that may lead to wrong dismissal 2- The length of the separation time, which may increase the possibility of damage 3 - The difficulty of determining the optimal threshold for the value of the excess current, which may lead in some cases to a malfunction, but the separation has not been made [5]. 9. Solutions The research reviewed the protection equipment used to protect wind turbines and the challenges faced by this equipment, and then the research presents the solutions indicated by previous research to overcome these challenges:- 9.1. Adaptive Differential Protection To meet the challenges posed by the nature of wind turbine energy, many researchers have published adaptive differential protection and it has been shown to be effective in the protection process. Depending on plant conditions and configuration, thresholds can be calculated online. Therefore, the method is applicable to virtually any energy system model and the impact of dynamic wind farm operation on protection is negligible. Threshold settings are designed considering the location of the obstacle and the angle of entry of the obstacle. First, the most effective fault among all possible faults is identified using a single variable objective function (fault location). Then the threshold setting with all possible parameters considers only single-phase ground faults. The method is tested against a standard power system model integrated into a wind farm and simulated using MATLAB R2016a software [6]. 9.2. Adaptive overcurrent protection Traditional protection schemes in distribution systems may be disrupted by the proliferation of distributed generation based on renewable energy sources. Such properties of wind turbines are stochastic due to the intermittent behaviour of wind dynamics. This causes the fault current level to fluctuate and cause overcurrent relay regulation problems. Minimize relay operating time. The proposed algorithm is tested in a modified IEEE-8 bus system with a wind farm to eliminate overcurrent relay misalignment caused by WD. To further prove the effectiveness of this algorithm, it is also tested on a typical substation integrated in a wind farm. Compared with conventional protection schemes, the results of the proposed scheme are promising in fault isolation as follows. B. Significantly shortens the total operating time of the relay and eliminates misalignment [7]. For low-voltage networks where renewable energy is present, especially for distributed generators, protection systems require special attention as they are subject to the new phenomenon of multi-directional power flows. Traditional [3]. Journal | Page 900 | Impact Factor value:8.226 | ISO 9001:2008 Certified
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 10 Issue: 06 | Jun 2023 www.irjet.net © 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified 9.3. Adaptive Distance Protection In this paper, we propose a remote protection method using local data from the transmission line connecting the playback stations. The proposed method determines the phase angle of the faulted loop current by determining the pure fault impedance of the regenerative plant at any time after the fault is detected, independent of the control system connected to the plant. Decide. calculation. Use this information to accurately calculate the resistance of the line to the point of failure. The performance of the proposed adaptive protection scheme was tested on a New England 39-bus integrated regenerative system using PSCAD/EMTDC simulation data and found to be accurate. Show superiority in comparative evaluation with conventional remote paging technology. 10. CONCLUSION The research reviewed the importance of wind energy and what the global industrial community aims to develop for this sector. It also explained the seriousness of the short circuit error and the risks it might cause. It explained the importance of protection and indicated some of the protection techniques used andResearch indicated that the best solution to overcome the challenges added by the technology of wind systems lies in the air conditioning process, which represents the possibility of the protection relay changing its settings, and the process of changing these settings took several forms, some of which relied on prediction, and some of them were done by measuring wind speed and then resetting Adjusting the threshold according to the new data, and some relied on new equations added to relay systems to adjust the threshold according to the income of these equations, and explained some ways to solve those challenges. ACKNOWLEDGEMENT I would like to thank the supervisors, Dina Mourad, Faculty of Technology and Education, Helwan University, Cairo, EGYPT, Tamer A.A.Ismail, faculty of technology at El Sahafa. ministry of higher education, For what they gave me of help, advice, and guidance. REFERENCES [1] R. Vakulchuk, I. Overland, and D. Scholten, “Renewable energy and geopolitics: A review,” Renewable and Sustainable Energy Reviews, vol. 122, p. 109547, Apr. 2020, doi: 10.1016/j.rser.2019.109547. [2] R. Syahputra and I. Soesanti, “Control of Synchronous Generator in Wind Power Systems Using Neuro-Fuzzy Approach.” [3] Or. ) IEEE Industry Applications Society. Annual Meeting (53rd : 2018 : Portland, IEEE Industry Applications Society., and Institute of Electrical and Electronics Engineers, 2018 IEEE Industry Applications Society Annual Meeting (IAS) : 23-27 Sept. 2018. [4] N. Rezaei, M. N. Uddin, I. K. Amin, M. L. Othman, and M. Marsadek, “Genetic Algorithm-Based Optimization of Overcurrent Relay Coordination for Improved Protection of DFIG Operated Wind Farms,” IEEE Trans Ind Appl, vol. 55, no. 6, pp. 5727–5736, Nov. 2019, doi: 10.1109/TIA.2019.2939244. [5] M. M. Mansouri, M. Nayeripour, and M. Negnevitsky, “Internal electrical protection of wind turbine with doubly fed induction generator,” Renewable and Sustainable Energy Reviews, vol. 55, pp. 840–855, Mar. 2016, doi: 10.1016/j.rser.2015.11.023. [6] P. Denholm and B. Kroposki, “Understanding Power Systems Protection in the Clean Energy Future,” Golden, CO (United States), May 2022. doi: 10.2172/1870415. [7] J. Feng and W. Z. Shen, “Design optimization of offshore wind farms with multiple types of wind turbines,” Appl Energy, vol. 205, pp. 1283–1297, Nov. 2017, doi: 10.1016/j.apenergy.2017.08.107. [8] S. Khatua and V. Mukherjee, “Adaptive overcurrent protection scheme suitable for station blackout power supply of nuclear power plant operated through an integrated microgrid,” Electric Power Systems Research, vol. 192, p. 106934, Mar. 2021, doi: 10.1016/j.epsr.2020.106934. [9] D. Jones and J. J. Kumm, “Future Distribution Feeder Protection Using Directional Overcurrent Elements,” IEEE Trans Ind Appl, vol. 50, no. 2, pp. 1385–1390, Mar. 2014, doi: 10.1109/TIA.2013.2283237. [10] J. Serrano‐González and R. Lacal‐Arántegui, “Technological evolution of onshore wind turbines—a market‐based analysis,” Wind Energy, vol. 19, no. 12, pp. 2171–2187, Dec. 2016, doi: 10.1002/we.1974. [11] A. Pannu and M. T. Student, “Artificial Intelligence and its Application in Different Areas,” 2008. [12] S. Taheri, M. Jooshaki, and M. Moeini-Aghtaie, “Long-term planning of integrated local energy systems using deep learning algorithms,” International Journal of Electrical Power & Energy Systems, vol. 129, p. 106855, Jul. 2021, doi: 10.1016/j.ijepes.2021.106855. Journal | Page 901
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 p-ISSN: 2395-0072 Volume: 10 Issue: 06 | Jun 2023 www.irjet.net © 2022, IRJET | Impact Factor value:8.226 | ISO 9001:2008 Certified [13] S. D. Ahmed, F. S. M. Al-Ismail, M. Shafiullah, F. A. Al-Sulaiman, and I. M. El-Amin, “Grid Integration Challenges of Wind Energy: A Review,” IEEE Access, vol. 8, pp. 10857–10878, 2020, doi: 10.1109/ACCESS.2020.2964896. [14] Ch. D. Prasad, M. Biswal, and A. Y. Abdelaziz, “Adaptive differential protection scheme for wind farm integrated power network,” Electric Power Systems Research, vol. 187, p. 106452, Oct. 2020, doi: 10.1016/j.epsr.2020.106452. [15] M. Rizwan, L. Hong, M. Waseem, S. Ahmad, M. Sharaf, and M. Shafiq, “A Robust Adaptive Overcurrent Relay Coordination Scheme for Wind-Farm- Integrated Power Systems Based on Forecasting the Wind Dynamics for Smart Energy Systems,” Applied Sciences, vol. 10, no. 18, p. 6318, Sep. 2020, doi: 10.3390/app10186318. [16] J.-Y. Son and K. Ma, “Wind Energy Systems,” Proceedings of the IEEE, vol. 105, no. 11, pp. 2116– 2131, Nov. 2017, doi: 10.1109/JPROC.2017.2695485. Journal | Page 902