SlideShare a Scribd company logo
1 of 4
Download to read offline
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 295
ZIGBEE BASED-DIFFERENTIAL PILOT PROTECTION OF
TRANSMISSION LINE
Jyoti Thakur1
, Hemant Pant2
1
M-Tech, Instrumentation, Punjab University, Chandigarh, India
2
M-Tech, Instrumentation, Punjab University, Chandigarh, India
Abstract
This paper describes the limitations of the existing relays in the detection of fault. It also describes the benefits of using the
differential pilot protection of the transmission line. Among other advantages one of its main advantages is its speed, which is
required in a.c. systems to remain in synchronism (as angle δ is to be kept small). In the end of this paper a model has been
created in the laboratory by using two incandescent bulbs in parallel to create the difference in the two parts of the model, this
difference is detected and appropriate action is finally taken to trip the circuit.
Keywords: Zig-bee, pilot protection, differential protection, transmission line, Hall Effect sensors.
--------------------------------------------------------------------***----------------------------------------------------------------------
1. WHY DO WE NEED PROTECTION IN
POWER SYSTEM?
There are many reasons for the protection in the power
system such as:-
 To prevent Apparatus like:-
1. Transmission Line Protection
2. Transformer Protection
3. Generator Protection
4. Motor Protection
5. Busbar Protection
 To prevent personnel’s.
 To remain in synchronism (reliability of power).
It has been seen that most faults occurs in overhead
transmission line, therefore it becomes mandatory to protect
the transmission line.
2. LIMITATIONS IN EXISTING METHODS
Cannot Differentiate between Inrush Currents and
Fault Currents
All the Existing Relays cannot Differentiate between the
fault currents and the inrush currents ,for example in case of
the transformer switching, the inrush current is equal to that
of the fault current so extra relay has to be used that is , the
harmonic restrained relay. The harmonic restrained relay
can identify the transformer inrush current and will not trip
as it contains harmonics whereas the normal relays like mho
or impedance alone would not have been able to do this all
alone.
Fig -1 Blackout in India
One of the most severe blackout in India happened on 30th
and 31st
July 2012 . The complete failure of the northern and
north eastern grid effected the life or more than 3 million
people. The three states Uttar Pradesh, Punjab and Haryana
were drawing more power than that was expected from
them. Which made the load current equal to the fault
current. The relays were not able to differentiate between
the load current and the fault current due to which 400kV
Bina-Gwalior line tripped leading to the cascading effect.
No Precisely Defined Boundaries
The present relays do not have precisely defined boundaries.
The transmission lines are divided into parts called zones.
Each zone is given two protections: primary protection and
back up protection. As shown in figure-2 due to the
imprecisely defined boundaries the part of the transmission
line can remain unprotected which is known as dead zone.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 296
Fig -2 Dead Zone in Transmission line
Although a safety factor is always considered and this
problem is very rare.
Magnitude as Well as Direction
The decision of tripping the transmission lines can not only
be taken on the basis of magnitude of the fault current.
Relays like Mho can sense magnitude as well as direction of
current whereas the reactance relay cannot sense the
direction. So most of the times, these relays have to be used
in pairs to achieve the directional characteristics.
3. DIFFERENTIAL PILOT PROTECTION.
Before we move further let us see how a percentage
differential protection in transformers is applied.
Fig -3 Differential Protection of Transformers
During normal conditions the induced currents in the arms
of CT are equal (considering by proper adjustment of the
turn ratio) and therefore no current flows through the current
sensors. But with the occurrence of fault (within the
boundaries of CT’s) there is different induced currents in the
CT’s and therefore there is current in the current sensor.
Hence tripping signal is sent to the Circuit Breaker.
From the above said scheme it becomes quite obvious that
this scheme cannot be implemented in the transmission lines
as it is. Firstly, because of the extra cost that needs to be
invested in the pilot wires, and finally the high maintenance
cost that will go in the protecting system itself. Therefore
this scheme needs to be modified first before it can be
implemented in the transmission lines.
3.1 Using differential Pilot Protection in
Transmission Line
To use differential protection in transmission lines the pilot
wires are replaced by the communicating equipment and
here difference of two current readings is taken by using
micro-controller. Instead of using restraining coil the
adjustments are done in the algorithms of micro-controller.
By doing so the concepts of differential protection can also
be implemented in the transmission line which will lead to
the following advantages:-
 Precisely defined boundaries.
 Magnitude as well as direction can be sensed.
 Fast Tripping time is achieved as the data from
different parts of transmission line is available.
Instead of using the relays as the sensing part if it can be
replaced by other current sensors such as Hall Effect current
sensors thus the tripping time can be further decreased
leading to more system stability in terms of synchronism. As
Hall Effect sensors have less response time when compared
with conventional relays.
 The errors due to charging currents in medium and
long transmission line can be eliminated by the use
of proper algorithm.
4. LITERATURE SURVEY
The work done by the working group 8, [1] has given many
advantages of using the differential pilot protection for the
transmission lines, one of the basic requirement for the
stability of transmission line is the speed of the tripping as
governed by the equal area criteria and differential pilot
protection is one of the scheme that promises the speedy
operation but the reason of not implementing this scheme is
the cost of the communication equipment. Whereas
Mustahsan Mir and Patrick J McCleer[2] has shown that by
taking 12 samples per cycle and using the pre-fault and post-
fault data the internal and external faults can be detected.
The delta currents are in different quadrant if external fault
occurs whereas the delta currents are in same quadrant if the
occurrence of fault is internal. The calculation of charging
current has also been done. By modeling the short
transmission line in the lab (using lumped parameters) they
have proved the advantages of differential pilot protection,
although no wireless equipment was used. Whereas M. G.
Adamiak and W. Premerlani [3] has discussed the solutions
of increasing the speed of differential pilot protection of
transmission lines by using the Fourier Transform, the issues
of increasing the reliability in case of loss of channel of
communicating equipment has also been discussed. The
techniques such as GPS and Ping Pong have also been
discussed to synchronize the data samples. They have also
shown that only those packets with same time tag be
compared. While Armando Guzma’n, Joe Mooney, Gabriel
Benmouyal and Normann Fischer [4] has discussed that if
many different length data-window will be used the
reliability as well as the speed can be increased
considerably. P. Chiradeja and A. Ngaopitakkul [5] have
used artificial neural networks and discrete wavelet
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 297
transform to differentiate the faults. B. Ravindhranath
Reddy[6] has also used wavelet transform to detect the fault
locations. Abdel-Latif, K.M.[7] and his team mates has
shown how we can use a Wi-Fi protocol as a
communication source in the protection of transmission line.
5. PREPARING THE MODEL
The response time of the relay is usually more than as
compared to the Hall Effect sensors. So faster operation can
be achieved if the relays can be replaced by the Hall Effect
sensors. Another problem that is being faced in the
implementation of the differential pilot protection of the
transmission line is the cost of the communicating
equipment. So here we can use Zigbee chips instead of the
costly equipments. The maximum range of the Zig-bee is
around 2kms, and more than 65000 Zig-bee’s (theoretically)
can be connected in a network. Thereby the effective
protective distance can be increased. The following figure
shows how a network can be implemented to increase the
distance and how the packet can be delivered with the
minimum time.
Fig -4 Mesh topology in transmission line
Here the X-bee chips x4 is not only connected to x5 i.e. one
circuit of transmission line but also to other X-bee’s i.e. x1
and x2 of another circuit (provided they are in range). This
network is connected in mesh topology, and therefore it can
be easily discerned that the range can be increased and if the
x2 goes down the data from x1 to x3 can be sent through x4.
No external programming has to be done to set the protocol
as Zig-Bee protocol itself supports the mesh topology and
itself finds the shortest path to the destination.
Hardware
To create the difference between the currents at different
parts of the circuit, a model has been created using two
incandescent bulbs of 220 Volts, 100 Watts each. The
resistance of each bulb comes out to be 484 Ohms. When
the bulb (acting as a load) is switched ON, the current at
point A and point B is same and both Hall effect sensors
reads the same value. But if the second bulb is also switched
ON (acting as a fault), the current at point B is more than the
current at point A.
Fig -5 Block Diagram of the Model
Fig -6 Physical Model
At different situations the response of the circuit can be
summarized as shown in the Table 1.
Table -1
CURRENT
AT POINT
A
CURRENT
AT POINT
B
DECISION
BY Micro-
Controller
At A
When Load
Bulb is ON
0.45 Amps 0.45 Amps No Tripping
Signal
When Both
Bulbs are
ON
0.45 Amps 0.9 Amps Line is
Tripped
It can be clearly seen from the table that when both the
bulbs are switched ON there is a difference between the
currents at point A and B and hence, tripping action is taken.
The algorithms of the microcontrollers of both sides is
shown in figure 6.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 298
Fig -6 Algorithms of two Microcontroller’s, of each side
Twenty four samples are taken in every cycle of a.c. wave
(20 msec). The highest sample is calculated and transferred
to the sending side micro-controller. The sending side
micro-controller compares the difference between the two
values(highest samples) and take the appropriate action.
Although more sophisticated methods can be created , to
decrease the probability of mal-operation due to the missing
samples the Fourier transform window method or phaselets
method could be used. The second thing which also must be
considered here is that the samples of same instant must be
compared which makes it necessary to use the concept of
time tag.
6. CONCLUSION
Using differential pilot protection for the protection of
transmission line has many advantages as already stated. But
one of the reasons of not its implication is the cost of
communicating equipment, which could be overcome by
using Zig-bee pro chips which has a descent range of 2Kms.
Zig-bee chips can be connected in mesh topology and
therefore the range can be further increased if they are
smartly placed.
ACKNOWLEDGEMENTS
We are thankful to Punjab University, UCIM department for
providing us the lab and necessary equipments for our
experiments and our guides Assistant Professor Mr. H.P.S
Kang and Assistant Professor Mr. Anil Kumar for their
support and guidance.
REFERENCES
[1]. “JUSTIFYING PILOT PROTECTION ON
TRANSMISSION LINES”, A report to the Line Protection
Subcommittee D Power System Relaying Committee IEEE
Power Engineering Society Prepared by Working Group D8.
[2]. ”A NEW MICROCOMPUTER-BASED APPROACH
FOR PILOT DIFFERENTIAL PROTECTION OF
TRANSMISSION LINES”, Mustahasan Mir and Patrick J
McCleer, Umm Al-Qura University Saudi Arabia and
University of Michigan, Ann Arbor, MI ,U.S.A.
[3]. “A New Approach to Current Differential Protection for
Transmission Lines”, by M. G. Adamiak et al.
[4]. “Transmission line protection system for increasing
power system requirements”, Guzman,A., Schweitzer Eng.
et al.
[5]. Identification of Fault Types for Single Circuit
Transmission Line using Discrete Wavelet transform and
Artificial Neural Networks P. Chiradeja and A.
Ngaopitakkul, Member, IAENG
[6]. “Fault detection, classification and location on
transmission lines using wavelet transform”, B.
Ravindhranath Reddy et al.
[7]. ” Laboratory Investigation of Using Wi-Fi Protocol for
Transmission Line Differential Protection”, Abdel-Latif et
al.
BIOGRAPHIES
Miss. Jyoti Thakur is B-Tech in
Electrical Engineering and M-Tech in
Instrumentation from Punjab University,
Chandigarh. Her research interests
include wireless technology.PLC and
protection of Power Systems.
Mr. Hemant Pant is B-Tech in Electrical
Engineering and M-Tech in
Instrumentation from Punjab University,
Chandigarh. The author has keen interests
in microcontrollers, PLC, wireless
technology and embedded systems.

More Related Content

What's hot

Implementation of pull up pull-down network for energy optimization in full a...
Implementation of pull up pull-down network for energy optimization in full a...Implementation of pull up pull-down network for energy optimization in full a...
Implementation of pull up pull-down network for energy optimization in full a...IJARIIT
 
Railway track crack detection based on GSM technique
Railway track crack detection based on GSM techniqueRailway track crack detection based on GSM technique
Railway track crack detection based on GSM techniqueIRJET Journal
 
Paper Publication 163-143696093856-61
Paper Publication 163-143696093856-61Paper Publication 163-143696093856-61
Paper Publication 163-143696093856-61sayaji nagargoje
 
Ijmnct03
Ijmnct03Ijmnct03
Ijmnct03ijmnct
 
Opportunistic routing algorithm for relay node selection in wireless sensor n...
Opportunistic routing algorithm for relay node selection in wireless sensor n...Opportunistic routing algorithm for relay node selection in wireless sensor n...
Opportunistic routing algorithm for relay node selection in wireless sensor n...redpel dot com
 
Opportunistic routing algorithm for relay node
Opportunistic routing algorithm for relay nodeOpportunistic routing algorithm for relay node
Opportunistic routing algorithm for relay nodejpstudcorner
 
Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...
Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...
Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...ijcncs
 
Fault Management of Electrical Drives Onboard Ship using Power Line Communica...
Fault Management of Electrical Drives Onboard Ship using Power Line Communica...Fault Management of Electrical Drives Onboard Ship using Power Line Communica...
Fault Management of Electrical Drives Onboard Ship using Power Line Communica...IRJET Journal
 
Improved dsr algo routing in manet
Improved dsr algo routing in manetImproved dsr algo routing in manet
Improved dsr algo routing in manetmadhavsolanki
 
Design and implementation of secured scan based attacks on ic’s by using on c...
Design and implementation of secured scan based attacks on ic’s by using on c...Design and implementation of secured scan based attacks on ic’s by using on c...
Design and implementation of secured scan based attacks on ic’s by using on c...eSAT Publishing House
 
A survey of energy efficient aodv routing algorithms in manet
A survey of energy efficient aodv routing algorithms in manetA survey of energy efficient aodv routing algorithms in manet
A survey of energy efficient aodv routing algorithms in manetIAEME Publication
 
Wavelet based double line and double line -to- ground fault discrimination i...
Wavelet based double  line and double line -to- ground fault discrimination i...Wavelet based double  line and double line -to- ground fault discrimination i...
Wavelet based double line and double line -to- ground fault discrimination i...IAEME Publication
 
Power Transient Response of EDFA as a function of Wavelength in the scenario ...
Power Transient Response of EDFA as a function of Wavelength in the scenario ...Power Transient Response of EDFA as a function of Wavelength in the scenario ...
Power Transient Response of EDFA as a function of Wavelength in the scenario ...ijsrd.com
 
Hybrid smart antenna system using directional elements - performance analysis...
Hybrid smart antenna system using directional elements - performance analysis...Hybrid smart antenna system using directional elements - performance analysis...
Hybrid smart antenna system using directional elements - performance analysis...marwaeng
 

What's hot (18)

Implementation of pull up pull-down network for energy optimization in full a...
Implementation of pull up pull-down network for energy optimization in full a...Implementation of pull up pull-down network for energy optimization in full a...
Implementation of pull up pull-down network for energy optimization in full a...
 
Railway track crack detection based on GSM technique
Railway track crack detection based on GSM techniqueRailway track crack detection based on GSM technique
Railway track crack detection based on GSM technique
 
40120130405008
4012013040500840120130405008
40120130405008
 
Id3514261429
Id3514261429Id3514261429
Id3514261429
 
Aq4103266271
Aq4103266271Aq4103266271
Aq4103266271
 
Aj044236240
Aj044236240Aj044236240
Aj044236240
 
Paper Publication 163-143696093856-61
Paper Publication 163-143696093856-61Paper Publication 163-143696093856-61
Paper Publication 163-143696093856-61
 
Ijmnct03
Ijmnct03Ijmnct03
Ijmnct03
 
Opportunistic routing algorithm for relay node selection in wireless sensor n...
Opportunistic routing algorithm for relay node selection in wireless sensor n...Opportunistic routing algorithm for relay node selection in wireless sensor n...
Opportunistic routing algorithm for relay node selection in wireless sensor n...
 
Opportunistic routing algorithm for relay node
Opportunistic routing algorithm for relay nodeOpportunistic routing algorithm for relay node
Opportunistic routing algorithm for relay node
 
Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...
Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...
Design and Performance Analysis of Energy Aware Routing Protocol for Delay Se...
 
Fault Management of Electrical Drives Onboard Ship using Power Line Communica...
Fault Management of Electrical Drives Onboard Ship using Power Line Communica...Fault Management of Electrical Drives Onboard Ship using Power Line Communica...
Fault Management of Electrical Drives Onboard Ship using Power Line Communica...
 
Improved dsr algo routing in manet
Improved dsr algo routing in manetImproved dsr algo routing in manet
Improved dsr algo routing in manet
 
Design and implementation of secured scan based attacks on ic’s by using on c...
Design and implementation of secured scan based attacks on ic’s by using on c...Design and implementation of secured scan based attacks on ic’s by using on c...
Design and implementation of secured scan based attacks on ic’s by using on c...
 
A survey of energy efficient aodv routing algorithms in manet
A survey of energy efficient aodv routing algorithms in manetA survey of energy efficient aodv routing algorithms in manet
A survey of energy efficient aodv routing algorithms in manet
 
Wavelet based double line and double line -to- ground fault discrimination i...
Wavelet based double  line and double line -to- ground fault discrimination i...Wavelet based double  line and double line -to- ground fault discrimination i...
Wavelet based double line and double line -to- ground fault discrimination i...
 
Power Transient Response of EDFA as a function of Wavelength in the scenario ...
Power Transient Response of EDFA as a function of Wavelength in the scenario ...Power Transient Response of EDFA as a function of Wavelength in the scenario ...
Power Transient Response of EDFA as a function of Wavelength in the scenario ...
 
Hybrid smart antenna system using directional elements - performance analysis...
Hybrid smart antenna system using directional elements - performance analysis...Hybrid smart antenna system using directional elements - performance analysis...
Hybrid smart antenna system using directional elements - performance analysis...
 

Viewers also liked

Dsp based implementation of field oriented control of
Dsp based implementation of field oriented control ofDsp based implementation of field oriented control of
Dsp based implementation of field oriented control ofeSAT Publishing House
 
Mammogram image segmentation using rough
Mammogram image segmentation using roughMammogram image segmentation using rough
Mammogram image segmentation using rougheSAT Publishing House
 
Night image enhancement using fusion technique
Night image enhancement using fusion techniqueNight image enhancement using fusion technique
Night image enhancement using fusion techniqueeSAT Publishing House
 
Fpga implementation of linear ldpc encoder
Fpga implementation of linear ldpc encoderFpga implementation of linear ldpc encoder
Fpga implementation of linear ldpc encodereSAT Publishing House
 
Color measurements of electroplated gold film on
Color measurements of electroplated gold film onColor measurements of electroplated gold film on
Color measurements of electroplated gold film oneSAT Publishing House
 
Analysis of data transmission in wireless lan for 802.11
Analysis of data transmission in wireless lan for 802.11Analysis of data transmission in wireless lan for 802.11
Analysis of data transmission in wireless lan for 802.11eSAT Publishing House
 
Experimental study on emission analysis of oxygenated
Experimental study on emission analysis of oxygenatedExperimental study on emission analysis of oxygenated
Experimental study on emission analysis of oxygenatedeSAT Publishing House
 
A review on implementation of algorithms for detection of diabetic retinopathy
A review on implementation of algorithms for detection of diabetic retinopathyA review on implementation of algorithms for detection of diabetic retinopathy
A review on implementation of algorithms for detection of diabetic retinopathyeSAT Publishing House
 
Developing reusable software components for distributed embedded systems
Developing reusable software components for distributed embedded systemsDeveloping reusable software components for distributed embedded systems
Developing reusable software components for distributed embedded systemseSAT Publishing House
 
Real time object tracking and learning using template matching
Real time object tracking and learning using template matchingReal time object tracking and learning using template matching
Real time object tracking and learning using template matchingeSAT Publishing House
 
System of quasilinear equations of reaction diffusion
System of quasilinear equations of reaction diffusionSystem of quasilinear equations of reaction diffusion
System of quasilinear equations of reaction diffusioneSAT Publishing House
 
Detection and identification of chemical agent using atomic absorption spectr...
Detection and identification of chemical agent using atomic absorption spectr...Detection and identification of chemical agent using atomic absorption spectr...
Detection and identification of chemical agent using atomic absorption spectr...eSAT Publishing House
 
Nanoparticle based charge trapping memory device applying mos technology a co...
Nanoparticle based charge trapping memory device applying mos technology a co...Nanoparticle based charge trapping memory device applying mos technology a co...
Nanoparticle based charge trapping memory device applying mos technology a co...eSAT Publishing House
 
Design features of a 5 tonne day multi – stage, intermittent drainage, conti...
Design features of a 5 tonne  day multi – stage, intermittent drainage, conti...Design features of a 5 tonne  day multi – stage, intermittent drainage, conti...
Design features of a 5 tonne day multi – stage, intermittent drainage, conti...eSAT Publishing House
 
Comparison of data security in grid and cloud
Comparison of data security in grid and cloudComparison of data security in grid and cloud
Comparison of data security in grid and cloudeSAT Publishing House
 
Building extraction from remote sensing imageries by data fusion techniques
Building extraction from remote sensing imageries by data fusion techniquesBuilding extraction from remote sensing imageries by data fusion techniques
Building extraction from remote sensing imageries by data fusion techniqueseSAT Publishing House
 
Survey on securing outsourced storages in cloud
Survey on securing outsourced storages in cloudSurvey on securing outsourced storages in cloud
Survey on securing outsourced storages in cloudeSAT Publishing House
 
Information search using text and image query
Information search using text and image queryInformation search using text and image query
Information search using text and image queryeSAT Publishing House
 
Fpga implementation of race control algorithm for full bridge prcp converter
Fpga implementation of race control algorithm for full bridge prcp converterFpga implementation of race control algorithm for full bridge prcp converter
Fpga implementation of race control algorithm for full bridge prcp convertereSAT Publishing House
 
Ultra sonic testing of weldjoints prepared at different
Ultra sonic testing of weldjoints prepared at differentUltra sonic testing of weldjoints prepared at different
Ultra sonic testing of weldjoints prepared at differenteSAT Publishing House
 

Viewers also liked (20)

Dsp based implementation of field oriented control of
Dsp based implementation of field oriented control ofDsp based implementation of field oriented control of
Dsp based implementation of field oriented control of
 
Mammogram image segmentation using rough
Mammogram image segmentation using roughMammogram image segmentation using rough
Mammogram image segmentation using rough
 
Night image enhancement using fusion technique
Night image enhancement using fusion techniqueNight image enhancement using fusion technique
Night image enhancement using fusion technique
 
Fpga implementation of linear ldpc encoder
Fpga implementation of linear ldpc encoderFpga implementation of linear ldpc encoder
Fpga implementation of linear ldpc encoder
 
Color measurements of electroplated gold film on
Color measurements of electroplated gold film onColor measurements of electroplated gold film on
Color measurements of electroplated gold film on
 
Analysis of data transmission in wireless lan for 802.11
Analysis of data transmission in wireless lan for 802.11Analysis of data transmission in wireless lan for 802.11
Analysis of data transmission in wireless lan for 802.11
 
Experimental study on emission analysis of oxygenated
Experimental study on emission analysis of oxygenatedExperimental study on emission analysis of oxygenated
Experimental study on emission analysis of oxygenated
 
A review on implementation of algorithms for detection of diabetic retinopathy
A review on implementation of algorithms for detection of diabetic retinopathyA review on implementation of algorithms for detection of diabetic retinopathy
A review on implementation of algorithms for detection of diabetic retinopathy
 
Developing reusable software components for distributed embedded systems
Developing reusable software components for distributed embedded systemsDeveloping reusable software components for distributed embedded systems
Developing reusable software components for distributed embedded systems
 
Real time object tracking and learning using template matching
Real time object tracking and learning using template matchingReal time object tracking and learning using template matching
Real time object tracking and learning using template matching
 
System of quasilinear equations of reaction diffusion
System of quasilinear equations of reaction diffusionSystem of quasilinear equations of reaction diffusion
System of quasilinear equations of reaction diffusion
 
Detection and identification of chemical agent using atomic absorption spectr...
Detection and identification of chemical agent using atomic absorption spectr...Detection and identification of chemical agent using atomic absorption spectr...
Detection and identification of chemical agent using atomic absorption spectr...
 
Nanoparticle based charge trapping memory device applying mos technology a co...
Nanoparticle based charge trapping memory device applying mos technology a co...Nanoparticle based charge trapping memory device applying mos technology a co...
Nanoparticle based charge trapping memory device applying mos technology a co...
 
Design features of a 5 tonne day multi – stage, intermittent drainage, conti...
Design features of a 5 tonne  day multi – stage, intermittent drainage, conti...Design features of a 5 tonne  day multi – stage, intermittent drainage, conti...
Design features of a 5 tonne day multi – stage, intermittent drainage, conti...
 
Comparison of data security in grid and cloud
Comparison of data security in grid and cloudComparison of data security in grid and cloud
Comparison of data security in grid and cloud
 
Building extraction from remote sensing imageries by data fusion techniques
Building extraction from remote sensing imageries by data fusion techniquesBuilding extraction from remote sensing imageries by data fusion techniques
Building extraction from remote sensing imageries by data fusion techniques
 
Survey on securing outsourced storages in cloud
Survey on securing outsourced storages in cloudSurvey on securing outsourced storages in cloud
Survey on securing outsourced storages in cloud
 
Information search using text and image query
Information search using text and image queryInformation search using text and image query
Information search using text and image query
 
Fpga implementation of race control algorithm for full bridge prcp converter
Fpga implementation of race control algorithm for full bridge prcp converterFpga implementation of race control algorithm for full bridge prcp converter
Fpga implementation of race control algorithm for full bridge prcp converter
 
Ultra sonic testing of weldjoints prepared at different
Ultra sonic testing of weldjoints prepared at differentUltra sonic testing of weldjoints prepared at different
Ultra sonic testing of weldjoints prepared at different
 

Similar to Zigbee based differential pilot protection of transmission line

Review on Different Techniques for Differential Protection of Power Transformer
Review on Different Techniques for Differential Protection of Power TransformerReview on Different Techniques for Differential Protection of Power Transformer
Review on Different Techniques for Differential Protection of Power TransformerIRJET Journal
 
Inter-trip links incorporated optimal protection coordination
Inter-trip links incorporated optimal protection coordination Inter-trip links incorporated optimal protection coordination
Inter-trip links incorporated optimal protection coordination IJECEIAES
 
Distance protection scheme for transmission line using back propagation neura...
Distance protection scheme for transmission line using back propagation neura...Distance protection scheme for transmission line using back propagation neura...
Distance protection scheme for transmission line using back propagation neura...eSAT Publishing House
 
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINE
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINEFUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINE
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINEJournal For Research
 
Ieeepro techno solutions ieee 2014 embedded prokect emb base paper 43
Ieeepro techno solutions  ieee 2014 embedded prokect emb base paper 43Ieeepro techno solutions  ieee 2014 embedded prokect emb base paper 43
Ieeepro techno solutions ieee 2014 embedded prokect emb base paper 43srinivasanece7
 
Fuzzy Logic-Based Fault Classification for Transmission Line Analysis
Fuzzy Logic-Based Fault Classification for Transmission Line AnalysisFuzzy Logic-Based Fault Classification for Transmission Line Analysis
Fuzzy Logic-Based Fault Classification for Transmission Line AnalysisIRJET Journal
 
Modified LAEEBA Routing in WBAN
Modified LAEEBA Routing in WBANModified LAEEBA Routing in WBAN
Modified LAEEBA Routing in WBANijsrd.com
 
Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...
Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...
Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...IOSR Journals
 
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...IRJET Journal
 
IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...
IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...
IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...IRJET Journal
 
Load Balancing for Achieving the Network Lifetime in WSN-A Survey
Load Balancing for Achieving the Network Lifetime in WSN-A SurveyLoad Balancing for Achieving the Network Lifetime in WSN-A Survey
Load Balancing for Achieving the Network Lifetime in WSN-A SurveyAM Publications
 
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...Protection Technique for Complex Distribution Smart Grid Using Wireless Token...
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...Power System Operation
 
DYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORK
DYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORKDYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORK
DYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORKcscpconf
 
IRJET- Overhead Line Protection with Automatic Switch by using PLC Automation
IRJET- Overhead Line Protection with Automatic Switch by using PLC AutomationIRJET- Overhead Line Protection with Automatic Switch by using PLC Automation
IRJET- Overhead Line Protection with Automatic Switch by using PLC AutomationIRJET Journal
 
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...IRJET Journal
 
A Survey- Energy Efficient Techniques in WBAN
A Survey- Energy Efficient Techniques in WBANA Survey- Energy Efficient Techniques in WBAN
A Survey- Energy Efficient Techniques in WBANIRJET Journal
 
A review of energy conservation in wireless sensor networks
A review of energy conservation in wireless sensor networksA review of energy conservation in wireless sensor networks
A review of energy conservation in wireless sensor networksAlexander Decker
 

Similar to Zigbee based differential pilot protection of transmission line (20)

Review on Different Techniques for Differential Protection of Power Transformer
Review on Different Techniques for Differential Protection of Power TransformerReview on Different Techniques for Differential Protection of Power Transformer
Review on Different Techniques for Differential Protection of Power Transformer
 
Inter-trip links incorporated optimal protection coordination
Inter-trip links incorporated optimal protection coordination Inter-trip links incorporated optimal protection coordination
Inter-trip links incorporated optimal protection coordination
 
Distance protection scheme for transmission line using back propagation neura...
Distance protection scheme for transmission line using back propagation neura...Distance protection scheme for transmission line using back propagation neura...
Distance protection scheme for transmission line using back propagation neura...
 
COORDINATION OF OVER CURRENT RELAY USING OPTIMIZATION TECHNIQUE
COORDINATION OF OVER CURRENT RELAY USING OPTIMIZATION TECHNIQUECOORDINATION OF OVER CURRENT RELAY USING OPTIMIZATION TECHNIQUE
COORDINATION OF OVER CURRENT RELAY USING OPTIMIZATION TECHNIQUE
 
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINE
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINEFUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINE
FUZZY LOGIC APPROACH FOR FAULT DIAGNOSIS OF THREE PHASE TRANSMISSION LINE
 
Pe3426652670
Pe3426652670Pe3426652670
Pe3426652670
 
Ieeepro techno solutions ieee 2014 embedded prokect emb base paper 43
Ieeepro techno solutions  ieee 2014 embedded prokect emb base paper 43Ieeepro techno solutions  ieee 2014 embedded prokect emb base paper 43
Ieeepro techno solutions ieee 2014 embedded prokect emb base paper 43
 
Fuzzy Logic-Based Fault Classification for Transmission Line Analysis
Fuzzy Logic-Based Fault Classification for Transmission Line AnalysisFuzzy Logic-Based Fault Classification for Transmission Line Analysis
Fuzzy Logic-Based Fault Classification for Transmission Line Analysis
 
Modified LAEEBA Routing in WBAN
Modified LAEEBA Routing in WBANModified LAEEBA Routing in WBAN
Modified LAEEBA Routing in WBAN
 
Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...
Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...
Comparison of Over-current Relay Coordination by using fuzzy and genetic algo...
 
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...
IRJET- Condition Monitoring and Faulty Insulator Locating using Park’s Transf...
 
IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...
IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...
IRJET- Performance Improvement for Distance Relay based Fuzzy Logic for All P...
 
Load Balancing for Achieving the Network Lifetime in WSN-A Survey
Load Balancing for Achieving the Network Lifetime in WSN-A SurveyLoad Balancing for Achieving the Network Lifetime in WSN-A Survey
Load Balancing for Achieving the Network Lifetime in WSN-A Survey
 
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...Protection Technique for Complex Distribution Smart Grid Using Wireless Token...
Protection Technique for Complex Distribution Smart Grid Using Wireless Token...
 
DYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORK
DYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORKDYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORK
DYNAMIC CONGESTION CONTROL IN WDM OPTICAL NETWORK
 
IRJET- Overhead Line Protection with Automatic Switch by using PLC Automation
IRJET- Overhead Line Protection with Automatic Switch by using PLC AutomationIRJET- Overhead Line Protection with Automatic Switch by using PLC Automation
IRJET- Overhead Line Protection with Automatic Switch by using PLC Automation
 
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
 
A Survey- Energy Efficient Techniques in WBAN
A Survey- Energy Efficient Techniques in WBANA Survey- Energy Efficient Techniques in WBAN
A Survey- Energy Efficient Techniques in WBAN
 
A review of energy conservation in wireless sensor networks
A review of energy conservation in wireless sensor networksA review of energy conservation in wireless sensor networks
A review of energy conservation in wireless sensor networks
 
1 ijcse-01179-6
1 ijcse-01179-61 ijcse-01179-6
1 ijcse-01179-6
 

More from eSAT Publishing House

Likely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnamLikely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnameSAT Publishing House
 
Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...eSAT Publishing House
 
Hudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnamHudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnameSAT Publishing House
 
Groundwater investigation using geophysical methods a case study of pydibhim...
Groundwater investigation using geophysical methods  a case study of pydibhim...Groundwater investigation using geophysical methods  a case study of pydibhim...
Groundwater investigation using geophysical methods a case study of pydibhim...eSAT Publishing House
 
Flood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, indiaFlood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, indiaeSAT Publishing House
 
Enhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity buildingEnhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity buildingeSAT Publishing House
 
Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...eSAT Publishing House
 
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...eSAT Publishing House
 
Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...eSAT Publishing House
 
Shear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a reviewShear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a revieweSAT Publishing House
 
Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...eSAT Publishing House
 
Risk analysis and environmental hazard management
Risk analysis and environmental hazard managementRisk analysis and environmental hazard management
Risk analysis and environmental hazard managementeSAT Publishing House
 
Review study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear wallsReview study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear wallseSAT Publishing House
 
Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...eSAT Publishing House
 
Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...eSAT Publishing House
 
Coastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of indiaCoastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of indiaeSAT Publishing House
 
Can fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structuresCan fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structureseSAT Publishing House
 
Assessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildingsAssessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildingseSAT Publishing House
 
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...eSAT Publishing House
 
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...eSAT Publishing House
 

More from eSAT Publishing House (20)

Likely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnamLikely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnam
 
Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...
 
Hudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnamHudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnam
 
Groundwater investigation using geophysical methods a case study of pydibhim...
Groundwater investigation using geophysical methods  a case study of pydibhim...Groundwater investigation using geophysical methods  a case study of pydibhim...
Groundwater investigation using geophysical methods a case study of pydibhim...
 
Flood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, indiaFlood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, india
 
Enhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity buildingEnhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity building
 
Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...
 
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
 
Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...
 
Shear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a reviewShear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a review
 
Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...
 
Risk analysis and environmental hazard management
Risk analysis and environmental hazard managementRisk analysis and environmental hazard management
Risk analysis and environmental hazard management
 
Review study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear wallsReview study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear walls
 
Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...
 
Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...
 
Coastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of indiaCoastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of india
 
Can fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structuresCan fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structures
 
Assessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildingsAssessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildings
 
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
 
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
 

Recently uploaded

chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AIabhishek36461
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxPoojaBan
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLDeelipZope
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZTE
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerAnamika Sarkar
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...srsj9000
 

Recently uploaded (20)

young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AI
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptx
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCL
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
 
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 

Zigbee based differential pilot protection of transmission line

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 295 ZIGBEE BASED-DIFFERENTIAL PILOT PROTECTION OF TRANSMISSION LINE Jyoti Thakur1 , Hemant Pant2 1 M-Tech, Instrumentation, Punjab University, Chandigarh, India 2 M-Tech, Instrumentation, Punjab University, Chandigarh, India Abstract This paper describes the limitations of the existing relays in the detection of fault. It also describes the benefits of using the differential pilot protection of the transmission line. Among other advantages one of its main advantages is its speed, which is required in a.c. systems to remain in synchronism (as angle δ is to be kept small). In the end of this paper a model has been created in the laboratory by using two incandescent bulbs in parallel to create the difference in the two parts of the model, this difference is detected and appropriate action is finally taken to trip the circuit. Keywords: Zig-bee, pilot protection, differential protection, transmission line, Hall Effect sensors. --------------------------------------------------------------------***---------------------------------------------------------------------- 1. WHY DO WE NEED PROTECTION IN POWER SYSTEM? There are many reasons for the protection in the power system such as:-  To prevent Apparatus like:- 1. Transmission Line Protection 2. Transformer Protection 3. Generator Protection 4. Motor Protection 5. Busbar Protection  To prevent personnel’s.  To remain in synchronism (reliability of power). It has been seen that most faults occurs in overhead transmission line, therefore it becomes mandatory to protect the transmission line. 2. LIMITATIONS IN EXISTING METHODS Cannot Differentiate between Inrush Currents and Fault Currents All the Existing Relays cannot Differentiate between the fault currents and the inrush currents ,for example in case of the transformer switching, the inrush current is equal to that of the fault current so extra relay has to be used that is , the harmonic restrained relay. The harmonic restrained relay can identify the transformer inrush current and will not trip as it contains harmonics whereas the normal relays like mho or impedance alone would not have been able to do this all alone. Fig -1 Blackout in India One of the most severe blackout in India happened on 30th and 31st July 2012 . The complete failure of the northern and north eastern grid effected the life or more than 3 million people. The three states Uttar Pradesh, Punjab and Haryana were drawing more power than that was expected from them. Which made the load current equal to the fault current. The relays were not able to differentiate between the load current and the fault current due to which 400kV Bina-Gwalior line tripped leading to the cascading effect. No Precisely Defined Boundaries The present relays do not have precisely defined boundaries. The transmission lines are divided into parts called zones. Each zone is given two protections: primary protection and back up protection. As shown in figure-2 due to the imprecisely defined boundaries the part of the transmission line can remain unprotected which is known as dead zone.
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 296 Fig -2 Dead Zone in Transmission line Although a safety factor is always considered and this problem is very rare. Magnitude as Well as Direction The decision of tripping the transmission lines can not only be taken on the basis of magnitude of the fault current. Relays like Mho can sense magnitude as well as direction of current whereas the reactance relay cannot sense the direction. So most of the times, these relays have to be used in pairs to achieve the directional characteristics. 3. DIFFERENTIAL PILOT PROTECTION. Before we move further let us see how a percentage differential protection in transformers is applied. Fig -3 Differential Protection of Transformers During normal conditions the induced currents in the arms of CT are equal (considering by proper adjustment of the turn ratio) and therefore no current flows through the current sensors. But with the occurrence of fault (within the boundaries of CT’s) there is different induced currents in the CT’s and therefore there is current in the current sensor. Hence tripping signal is sent to the Circuit Breaker. From the above said scheme it becomes quite obvious that this scheme cannot be implemented in the transmission lines as it is. Firstly, because of the extra cost that needs to be invested in the pilot wires, and finally the high maintenance cost that will go in the protecting system itself. Therefore this scheme needs to be modified first before it can be implemented in the transmission lines. 3.1 Using differential Pilot Protection in Transmission Line To use differential protection in transmission lines the pilot wires are replaced by the communicating equipment and here difference of two current readings is taken by using micro-controller. Instead of using restraining coil the adjustments are done in the algorithms of micro-controller. By doing so the concepts of differential protection can also be implemented in the transmission line which will lead to the following advantages:-  Precisely defined boundaries.  Magnitude as well as direction can be sensed.  Fast Tripping time is achieved as the data from different parts of transmission line is available. Instead of using the relays as the sensing part if it can be replaced by other current sensors such as Hall Effect current sensors thus the tripping time can be further decreased leading to more system stability in terms of synchronism. As Hall Effect sensors have less response time when compared with conventional relays.  The errors due to charging currents in medium and long transmission line can be eliminated by the use of proper algorithm. 4. LITERATURE SURVEY The work done by the working group 8, [1] has given many advantages of using the differential pilot protection for the transmission lines, one of the basic requirement for the stability of transmission line is the speed of the tripping as governed by the equal area criteria and differential pilot protection is one of the scheme that promises the speedy operation but the reason of not implementing this scheme is the cost of the communication equipment. Whereas Mustahsan Mir and Patrick J McCleer[2] has shown that by taking 12 samples per cycle and using the pre-fault and post- fault data the internal and external faults can be detected. The delta currents are in different quadrant if external fault occurs whereas the delta currents are in same quadrant if the occurrence of fault is internal. The calculation of charging current has also been done. By modeling the short transmission line in the lab (using lumped parameters) they have proved the advantages of differential pilot protection, although no wireless equipment was used. Whereas M. G. Adamiak and W. Premerlani [3] has discussed the solutions of increasing the speed of differential pilot protection of transmission lines by using the Fourier Transform, the issues of increasing the reliability in case of loss of channel of communicating equipment has also been discussed. The techniques such as GPS and Ping Pong have also been discussed to synchronize the data samples. They have also shown that only those packets with same time tag be compared. While Armando Guzma’n, Joe Mooney, Gabriel Benmouyal and Normann Fischer [4] has discussed that if many different length data-window will be used the reliability as well as the speed can be increased considerably. P. Chiradeja and A. Ngaopitakkul [5] have used artificial neural networks and discrete wavelet
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 297 transform to differentiate the faults. B. Ravindhranath Reddy[6] has also used wavelet transform to detect the fault locations. Abdel-Latif, K.M.[7] and his team mates has shown how we can use a Wi-Fi protocol as a communication source in the protection of transmission line. 5. PREPARING THE MODEL The response time of the relay is usually more than as compared to the Hall Effect sensors. So faster operation can be achieved if the relays can be replaced by the Hall Effect sensors. Another problem that is being faced in the implementation of the differential pilot protection of the transmission line is the cost of the communicating equipment. So here we can use Zigbee chips instead of the costly equipments. The maximum range of the Zig-bee is around 2kms, and more than 65000 Zig-bee’s (theoretically) can be connected in a network. Thereby the effective protective distance can be increased. The following figure shows how a network can be implemented to increase the distance and how the packet can be delivered with the minimum time. Fig -4 Mesh topology in transmission line Here the X-bee chips x4 is not only connected to x5 i.e. one circuit of transmission line but also to other X-bee’s i.e. x1 and x2 of another circuit (provided they are in range). This network is connected in mesh topology, and therefore it can be easily discerned that the range can be increased and if the x2 goes down the data from x1 to x3 can be sent through x4. No external programming has to be done to set the protocol as Zig-Bee protocol itself supports the mesh topology and itself finds the shortest path to the destination. Hardware To create the difference between the currents at different parts of the circuit, a model has been created using two incandescent bulbs of 220 Volts, 100 Watts each. The resistance of each bulb comes out to be 484 Ohms. When the bulb (acting as a load) is switched ON, the current at point A and point B is same and both Hall effect sensors reads the same value. But if the second bulb is also switched ON (acting as a fault), the current at point B is more than the current at point A. Fig -5 Block Diagram of the Model Fig -6 Physical Model At different situations the response of the circuit can be summarized as shown in the Table 1. Table -1 CURRENT AT POINT A CURRENT AT POINT B DECISION BY Micro- Controller At A When Load Bulb is ON 0.45 Amps 0.45 Amps No Tripping Signal When Both Bulbs are ON 0.45 Amps 0.9 Amps Line is Tripped It can be clearly seen from the table that when both the bulbs are switched ON there is a difference between the currents at point A and B and hence, tripping action is taken. The algorithms of the microcontrollers of both sides is shown in figure 6.
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Issue: 10 | Oct-2014, Available @ http://www.ijret.org 298 Fig -6 Algorithms of two Microcontroller’s, of each side Twenty four samples are taken in every cycle of a.c. wave (20 msec). The highest sample is calculated and transferred to the sending side micro-controller. The sending side micro-controller compares the difference between the two values(highest samples) and take the appropriate action. Although more sophisticated methods can be created , to decrease the probability of mal-operation due to the missing samples the Fourier transform window method or phaselets method could be used. The second thing which also must be considered here is that the samples of same instant must be compared which makes it necessary to use the concept of time tag. 6. CONCLUSION Using differential pilot protection for the protection of transmission line has many advantages as already stated. But one of the reasons of not its implication is the cost of communicating equipment, which could be overcome by using Zig-bee pro chips which has a descent range of 2Kms. Zig-bee chips can be connected in mesh topology and therefore the range can be further increased if they are smartly placed. ACKNOWLEDGEMENTS We are thankful to Punjab University, UCIM department for providing us the lab and necessary equipments for our experiments and our guides Assistant Professor Mr. H.P.S Kang and Assistant Professor Mr. Anil Kumar for their support and guidance. REFERENCES [1]. “JUSTIFYING PILOT PROTECTION ON TRANSMISSION LINES”, A report to the Line Protection Subcommittee D Power System Relaying Committee IEEE Power Engineering Society Prepared by Working Group D8. [2]. ”A NEW MICROCOMPUTER-BASED APPROACH FOR PILOT DIFFERENTIAL PROTECTION OF TRANSMISSION LINES”, Mustahasan Mir and Patrick J McCleer, Umm Al-Qura University Saudi Arabia and University of Michigan, Ann Arbor, MI ,U.S.A. [3]. “A New Approach to Current Differential Protection for Transmission Lines”, by M. G. Adamiak et al. [4]. “Transmission line protection system for increasing power system requirements”, Guzman,A., Schweitzer Eng. et al. [5]. Identification of Fault Types for Single Circuit Transmission Line using Discrete Wavelet transform and Artificial Neural Networks P. Chiradeja and A. Ngaopitakkul, Member, IAENG [6]. “Fault detection, classification and location on transmission lines using wavelet transform”, B. Ravindhranath Reddy et al. [7]. ” Laboratory Investigation of Using Wi-Fi Protocol for Transmission Line Differential Protection”, Abdel-Latif et al. BIOGRAPHIES Miss. Jyoti Thakur is B-Tech in Electrical Engineering and M-Tech in Instrumentation from Punjab University, Chandigarh. Her research interests include wireless technology.PLC and protection of Power Systems. Mr. Hemant Pant is B-Tech in Electrical Engineering and M-Tech in Instrumentation from Punjab University, Chandigarh. The author has keen interests in microcontrollers, PLC, wireless technology and embedded systems.