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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1311
A Review of an Investigation of Partial Discharge Sources and Locations
along the High Voltage Transformer Winding
Darshakkumar M. Vadaliya1, Bhaskar V. Nakum2, Chintan N. Parmar3, Ajay D. Pata4
(1,2,3,4)Student, Department of Electrical Engineering, Om Engineering College, Gujarat, India.
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - Partial discharge (PD) is major fault in High
Voltage Transformer winding. Partialdischarge isnothing but
dielectric breakdown in any point of transformers winding
small part of solid or liquid insulatingmediumunderthestress
of high voltage. So, PD eventually degrades the insulating
material and lead to break-down of insulation. These things
reduce the efficiency and life span of transformer also
maintenance of transformer is increase. The localization,
diagnosis, monitoring and reduction of partial discharge are
necessary for batter performance of transformer. There are
several methods for detection of PD in transformer winding
like, Emission Acoustic, Radio Frequency current transducer
(RFCT) etc. Here, we develop new method to detect PD of
transformer winding by using some HV transformer
parameters like, dielectric strength of oil, current density of
transformer winding and temperature. We implement coding
& simulation with fuzzy logic controller/PD controller/PID
controller to analyze the PD and on the basic of analysisresult
we try to reduce PD with this new approach project PD can be
reduce, so the transformer efficiency will be increase and
maintenance as well as life span will also be decreased.
Key Words: Partial Discharge, High Voltage, Power
Transformer, Fuzzy Logic Controller, PID Controller, PD
Controller.
1. INTRODUCTION
In this time more requirement of electricity demands we
convert the line in a high voltage, extra high voltage and
ultra-high voltage line. After that equipment are also
required to sustain HV, EHV and UHV voltage. But in the
transformer winding not sustain the HV that time partial
discharge is produce. A PD is a onetypeoflosswhoproduces
in winding. If the winding insulation voids, cracks, andother
imperfections lead to intermitteddischargeintheinsulation.
In modern technology these are designated as ‘Partial
discharges’ which in course of time reduce the strength of
insulation leading to a total or partial failure or breakdown
of the insulation. If the sites of partial discharge can be
located inside equipment, like in a power cable or
transformer, it gives valuable information to the insulation
engineer about the region of greater stress andimperfection
in the fabrication.
Based on this information, the design can be considerably
improved.
Chemical methods are based on the analysis of dissolvedgas
generated inside the transformer due to PD activity. The
integral characteristic of these regularlyperformedanalyses
allow indications on the long term behaviour of the PD
activity and therefore on the insulation condition. For
information on the actual PD occurrence acoustic and
electric PD measurements are preferable. The focus of
acoustic or ultrasonic measurements is bases on a PD
location, whereas the electric measurements are orientated
to a precise determination of the apparent charge, although
investigations have shown, that sometimes a PD location is
possible but complicated. A combination of both techniques
with the aim to make an exact determination of the PD
origins and the apparent charge are available.
Preliminary investigationshaveshownthatonline wideband
electrical decoupled PD signals can in general be efficiently
evaluated by various pattern recognition methods in order
to determine the PD origin and its apparent charge. The
functional principle of these methods is based on the
evaluation of the characteristic distortion of a PD signal
caused by its transmission from the origin through the
winding to the decoupling point. Advanced post processing
techniques are used to classify the signal in terms of type of
deformation and originusing PDpattern.Furthermorea new
method for the evaluation of electric measured partial
discharges has been developed. This method uses the
transfer functions of a transformer for a PD location and
enables additional possibilities.[1]
1.1 What is Partial Discharge?
Usually partial discharge begins within cracks, or inclusions
within a solid dielectric, interfaces within solid or liquid
dielectrics, or in bubbles within liquid dielectrics. Partial
discharge (PD) is a localized dielectric breakdown (DB)
(which does not completely bridge the space between the
two conductors) ofa small portion ofasolidorfluidelectrical
insulation (EI)systemunderhighvoltage(HV)stress.PDmay
occur in a transformer winding due to aging processes,
operational over stressing or defects introduced during
manufacture. An electrical discharge that only partially
bridges the dielectric or insulating medium between two
conductors. Earlier the testing of insulators and other
equipment was based on the insulation resistance
measurements, dissipation factor measurements and
breakdown tests. It was observed that the dissipation factor
(tan δ) was voltage dependent and hence became a criterion
for the monitoring of the high voltage insulation. In further
investigations it was found that weak points in an insulation
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1312
like voids, cracks, and other imperfections lead to internal or
intermittentdischargesintheinsulation.Theseimperfections
being small were not revealed in capacitance measurements
but were revealed as power loss components in contributing
for an increase in the dissipation factor. In modern
terminology these are designated as "partial discharges"
which in course of time reduce the strength of insulation
leading to a total or partial failure or breakdown of the
insulation.
Fig 1. Scheme of an insulation system and Equivelant
Circuit
An electrical discharge that only partially bridges the
dielectric or insulating medium between two conductors.
Examples are: internal discharges, surface discharges and
corona discharges. Internal discharges are discharges in
cavities or voids which lie inside the volume of the dielectric
or at the edges of conducting inclusions in a solid or liquid
insulating media. Surface dischargesaredischargesfromthe
conductor into a gas or a liquid medium and form on the
surface of the solid insulation not covered by the conductor.
Corona is a discharge in a gas or a liquid insulation around
the conductors that are away or remote from the solid
insulation.
Partial discharge measurement mathematical equation,
q = Cb ΔVs
1.2 Types of Partial Discharge
Partial Discharge phenomenon is divided into two types:
1) External Partial Discharge: External Partial discharge is
the process which takes place outside of the power
equipment. Such type of discharges occursinoverheadlines,
on armature etc.
2) Internal Partial Discharge: The PD which is occurring
inside of a system. PD measurement system gives the
information about the properties of insulating material uses
in high power equipment.
Type of Typical Partial Discharge:
• Corona Discharge: PD around a conductor in free space is
called corona discharge. Corona dischargetakesplacedueto
non-uniform field on sharp edges of the conductorsubjected
to high voltage. The insulation provided is air or gas or
liquid.
Fig 2.Corona Discharge and Surface Discharge
• Surface Discharge: Surface discharge takes place on
interfaces of dielectricmaterial suchasgas/solidinterfaceas
gets over stressed times the stress on the solid material.
• Cavity Discharge: The cavities are generally formedinsolid
or liquid insulating materials. The cavity is generally filled
with gas or air. When the gas in the cavity is over stressed
such discharges are taking place[2].
Fig 4.Cavity Discharge
2. METHODS OF PARTIAL DISCHARGE DETECTION
2.1 Conventional Electrical PD Measurements
According to IEC 60270, the preferred setup to measure
apparent PD charges is shown in Fig 5.
Fig. 5Diagram of Conventional PD Measurement
• The Ck capacitance acts as a coupling capacitor to decouple
high frequency PD pulses both from a source inside the
transformer tank and from outside the tank (external
sources).
• For bushings without a capacitive tap, an external coupling
capacitance is connected in parallel with the bushing.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1313
• The PD measurement system is connected to the sensors
via co-axial cables.
With conventional PD measurement (IEC 60270), the
apparent charge is measured in pC which is the integrated
current pulse, caused by a PD, which flows through the test
circuit. The conventional methodallowsa precisecalibration
but requires a sufficiently high signal-to-noise ratio(SNR)in
the measurement circuit to easily resolve the PD signal in
question. The standardized method of IEC 60270 has been
practiced since the 1960s and is well regarded. PD pulse
amplitude, PD pulse trend and phase-resolved PD (PRPD)
patterns are well known to correlate with the extent of
insulation damage. Reference PRPD patterns are widely
available for different discharge defects and for different
high voltage components, which is another significant
advantage of conventional measurement. For factory
transformer PD acceptance testing, IEC 60270 imposes
lower and upper limits on the measurement frequency. The
primary goal is to have uniformity in the transformer PD
testing process across different laboratories so that results
can be compared against a pass / fail criterion (e.g. 500pC).
Factory testing is performed inside Faraday-cage styled
shielded laboratories with PD-free connections and
terminations. This isn’t practicable for PD measurementson
in-service transformers, which are exposed to a variety of
‘noise’ sources outside the tank. Examples of such ‘noise’
sources would be inadequate corona shielding of line
terminals, bad or loose connections, PD from other
interconnected HV systems, or arcing from the transmission
line. Several established procedures are available to
suppress these interferences to make on-site noise free PD
measurements. The unique advantage of conventional PD
measurements is that the chargecontentina PDpulsecanbe
related to a known reference. Phase-resolved PD patterns
are widely available for different discharge defects and for
different HV components. Therefore, it iswidelyusedduring
factory and on-site transformer PD Testing[3][4].
2.2 Ultra High Frequency PD Measurements
The principle of ultra-high-frequency (UHF) PD
measurement is illustrated in Fig. 2. The electromagnetic
emission from a PD source is measured using an UHF
antenna which is inserted into the transformertank through
an oil-sampling valve. The metal surface of the transformer
tank acts as a natural Faraday-cage to filter out electrical
interferences from outside the tank. High Voltage bushings’
C1 capacitance acts as a low-pass filter to reduce electrical
interferences from outside the tank. Theseadvantagesmake
it suitable for measurements in noisy environments, e.g. on-
site / online measurements and monitoring.
UHF measurement is based on the common assumptionthat
PD takes the form of fast rise-time electrical impulses which
radiate electromagnetic (EM) waves with frequencies up to
the ultra-high frequency range (UHF: 300 MHz to 3000
MHz). Investigations by the author showthathighfrequency
current flowing throughthe metallic partsofthetransformer
(e.g. winding), transforms the metal surface to an emitter of
EM waves, therefore they are the source of the EM emission
and not the PD source itself. In general, the radiation
behaviour of UHF PD sources is more complex and only
partially understood. Oil (drain) valve UHF PD probes are
designed for use inside straight-opening oil-filling valves of
at least 1.5” in diameter. This design has several restrictions.
The design requires by default, straight opening oil valves,
which are not common. The method of use requires the UHF
probe head to stick-out horizontally from the inside wall of
the tank by at least 2 inches or ~5cm. Because of the probe
head’s close proximity to the windings under voltage, its
location requires careful selection to avoid compromising
the safety of the transformer. In some transformer designs,
oil-flow guiding tubes are present behindthevalveopenings
(inside tank), which limits the depth to which the probe
heads can be inserted. The depth of the probe head and
antenna design has a significant effect on the PD
measurement sensitivity.
Hatch cover type UHF probes are designed for use inside
dielectric windows custom fitted directly onto the
transformer tank wall or onto the hatch cover plates. This
requires a circular slot cut in the hatch cover plate to insert
the dielectric-window. The UHF probe sits inside the slotted
window. This procedure requires an outage on the
transformer and oil drainage up to a level below the hatch
cover plate. This installation procedure is not suitable for
transformers operating in service due to practical
constraints in implementing this on site and the risk of
exposing the internal parts of the transformer to the
atmospheric air. Flange-type UHF sensors are designedtofit
snugly around the lower shed of the high voltage bushings.
Due to its use outside the transformer,theyarevulnerableto
external electrical interferences[3][5].
Fig. 6 Diagram of Ultra High Frequency PD Measurements
2.3 Ultrasonic (Acoustic) PD Measurements
The main purpose of permanently installed online acoustic
monitoring systems is to provide an early indication of an
incipient fault to a remote location which can then be
followed by more extensive field tests. Common industry
practice is to perform these measurements in response to
abnormal gas-in-oil test results or sounds that may indicate
partial discharges.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1314
Active PD sources in oil-filled transformersproduceacoustic
emission signals that propagate away from the source in all
directions. The acoustic signals travel through the
intervening material to eventually arrive at the transformer
tank wall. The distance travelled is dependent on the time
that it takes for an acoustic signal tocompletethisjourney as
shown below. Distance travelled = acoustic wave speedx
time
Consequently, sensors placed at different locations on the
tank wall, i.e. at different distances from the source, will
experience different signal arrival times. The signal arrival
times are then used to determine the position of the PD
source inside the tank. There are two general categories of
acoustic location systems: all-acoustic systems and acoustic
systems with an electrical PD trigger.
Fig. 7Diagram of Ultrasonic PD Measurement
The first category, the all-acoustic system, consists of one or
more ultrasonic transducers that are sensitive to the
acoustic emissions generated by a PD event. The detection
and coarse location of one or more sources can be
accomplished by movingone sensoraroundthetransformer.
A more precise location of a PD source may be determined
by the relative arrival times of the acoustic signals at each of
the sensors. No voltage or current readings are required on
the transformer. This makes the all-acoustic system a
suitable tool for source location on operating transformers
in the field. The second category, theacoustic system with an
electrical PD trigger, pairs the array of acoustic sensors
described above with a current or voltage measurement
device that detects the PD signal electrically. Since the
electric signal is detected instantaneously,thearrival timeof
the electric signal can be used as time zero for the PD event.
The difference in arrival times of the electric signal and an
acoustic signal is the propagation time between the PD
source and that sensor location. ThusPDlocation inthistype
of system is based on the absolute arrival time at each
sensor, as opposed to the all-acoustic system described
above which uses the difference in arrival time between
sensors.
Signal sensitivity is unique to each acoustic monitoring
system. The general experience has been that the following
PD sources can be generally identified: PD sources outside
the winding, arcing or tracking of the bushing surface in oil,
PD inside the tap-changer and very highintensitydischarges
within windings. Discharges within windings, inside HV
bushings and acoustic signals produced by gas bubbles are
usually difficult to detect. Weather (rain, snow, sleet, hail,
lightning strikes) and mechanical disturbances created
within or outside the tank (core magnetostriction, pumped
liquid noise, loose shieldingconnectionsinsidethetank wall,
loose name plates, fan noise, etc.) also interfere with the
measurement. Apart from these factors, how the sensor is
placed on the tank, shielding used inside the tank wall and
insulating barriers between the sensorandfaultsourcehave
a significant effect on the measurement sensitivity[2][3][6].
3. PD MEASUREMENT TECHNIQUES COMPARISION
Key Difference Convent
ional
UHF Acoustic
Immunity from
electrical noises
Low High High
Immunity from
mechanical noises
High High Low
Availability of
reference PRPD
patterns for different
PD defects
& HV components.
Yes No No
Sensitivity High High Low
Used during factory
transformer
acceptance testing
Yes No No
PD calibration as per
IEEE & IEC standards
Yes No No
Geometric Location
of PD Sources
No No Yes
Identification of
defect type using
phase-resolved PD
patterns
Yes No No
Table 1: Comparison of PD Measurement Techniques
4. PARTIAL DISCHARGE ANALYSIS METHODS
4.1 Fuzzy Logic
Fuzzy logic is widely used in machine control. The term
"fuzzy" refers to the fact that the logic involved can deal with
concepts that cannot be expressed as the "true" or "false"but
rather as "partially true". Although alternative approaches
such as geneticalgorithmsand neural networks can perform
just as well as fuzzy logic in many cases, fuzzy logic has the
advantage that the solution to the problem can be cast in
terms that human operators can understand, so that their
experience can be used in the design of the controller. This
makes it easier to mechanize tasks that are already
successfully performed by humans. A fuzzycontrol systemis
a control system based on fuzzy logic a mathematical system
that analyzes analog input values in termsoflogicalvariables
that take on continuous values between 0 and 1, in contrast
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1315
to classical or digital logic, which operates on discrete values
of either 1 or 0 (true or false, respectively)[7].
Fig. 8 Diagram of Fuzzy Logic Controller
4.2 Proportional Integral Derivative
A proportional integral derivative controller (PID controller.
or three-term controller) is a control loop mechanism
employing feedback that is widely used in industrial control
system and a variety of other applications requiring
continuously modulated control. A PID controller
continuously calculates an error value {display style
e(t)}e(t) as the difference between a desired set point (SP)
and a measured process variable (PV) and applies a
correction based on proportional, integral, and derivative
terms (denoted P, I, and D respectively), hence the name. In
practical terms it automatically applies accurate and
responsive correction to a control function. An everyday
example is the cruise control on a car, where ascending a hill
would lower speed if only constant engine power is applied.
The controller's PID algorithm restores the measured speed
to the desired speed with minimal delay and overshoot by
increasing the power output of the engine. The first
theoretical analysis and practical application was in the field
of automatic steering systems for ships, developed from the
early 1920s onwards. It was then used for automatic process
control in the manufacturing industry, where it was widely
implemented in pneumatic, and then electronic, controllers.
Today there is universal use of the PID concept in
applications requiring accurate and optimized automatic
control[8].
Fig. 9 Block diagram of PID Controller
4.3 Proportional Derivative
Proportional-Derivative control is useful for fast response
controllers that do not need a steady-state error of 0.
Proportional controllers are fast. Derivative controllers are
fast. The two together is very fast. Below is a review.
Proportional-DerivativeorPDcontrolcombinesproportional
control and derivative control in parallel[9].
Fig. 10 Block diagram of PD Controller
5. CONCLUSION
A method has been proposed anddetailedforlocatingpartial
discharge activities inside a transformer winding.Primarily,
the proposed method is based on the analysis of dielectric
strength of oil, current density of both HV & LV winding and
temperate of insulating oil measured at accessible points of
particular winding. This has led to the development of an
autonomous PD locating tool that uses a program based
mathematical operations of the full analysis. The
performance of both approaches have been evaluated using
a model winding under laboratory conditions and results
indicate that the proposed approach is feasible and with
further development may provide an autonomous tool
capable of determining the location of a PD source within a
transformer winding without the need for human
intervention compared to the existing methods using
different techniques such as Fuzzy Logic/PID controller/PD
controller based method.
REFERENCES
[1] A. Santosh Kumar, Dr. R.P. Gupta, Dr. K. Udayakumar,
A.Venkatasami,” OnlinePartial DischargeDetectionand
location Techniques for Condition MonitoringofPower
Transformers: A Review”, 2008 International
Conference on Condition Monitoring and Diagnosis,
Beijing, China, April 21-24, 2008.
[2] Dhaval S. Patel, Jay A. Patel, ”Simulation and
Mathematical Analysis of Partial Discharge
Measurement in Transformer”, International Journal of
Engineering Research & Technology (IJERT),Vol. 7
Issue 04. April 2018.
[3] Dr. R. Kuppuswamy,”Review ofOnlinePartial Discharge
Measurement Practices”, Dynamic Rating.
[4] IS/IEC 60270 (2000): High – Voltage Test Techniques –
Partial Discharge Measurements [ETD19:HighVoltage
Engineering]
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1316
[5] S.M. Hoek, A. Kraetge, R. Hummel,O.Kessler,P.Winter,”
Localizing Partial Discharge in Power Transforms by
Combining Acoustic and Different Electrical Methods”,
2012 IEEE.
[6] 2006 Annual ReportConferenceonElectrical Insulation
and Dielectric Phenomena “Simulation and Analysis of
Acoustic Wave Propagation due to Partial Discharge
Activity”. Prasanta Kundu, N.K.Kishore and A.K.Sinha.
Department of Electrical Engineering, Indian Institute
of Technology, Kharagpur, India. K. Elissa, “Title of
paper if known,” unpublished.
[7] https://en.wikipedia.org/wiki/Fuzzy_control_system
[8] https://en.wikipedia.org/wiki/PID_controller
[9] https://www.researchgate.net/file.PostFileLoader.html
?id=54685991d11b8bc9668b461a&assetKey=AS%3A2
73635200176128%401442251123954

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IRJET - A Review of an Investigation of Partial Discharge Sources and Locations along the High Voltage Transformer Winding

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1311 A Review of an Investigation of Partial Discharge Sources and Locations along the High Voltage Transformer Winding Darshakkumar M. Vadaliya1, Bhaskar V. Nakum2, Chintan N. Parmar3, Ajay D. Pata4 (1,2,3,4)Student, Department of Electrical Engineering, Om Engineering College, Gujarat, India. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Partial discharge (PD) is major fault in High Voltage Transformer winding. Partialdischarge isnothing but dielectric breakdown in any point of transformers winding small part of solid or liquid insulatingmediumunderthestress of high voltage. So, PD eventually degrades the insulating material and lead to break-down of insulation. These things reduce the efficiency and life span of transformer also maintenance of transformer is increase. The localization, diagnosis, monitoring and reduction of partial discharge are necessary for batter performance of transformer. There are several methods for detection of PD in transformer winding like, Emission Acoustic, Radio Frequency current transducer (RFCT) etc. Here, we develop new method to detect PD of transformer winding by using some HV transformer parameters like, dielectric strength of oil, current density of transformer winding and temperature. We implement coding & simulation with fuzzy logic controller/PD controller/PID controller to analyze the PD and on the basic of analysisresult we try to reduce PD with this new approach project PD can be reduce, so the transformer efficiency will be increase and maintenance as well as life span will also be decreased. Key Words: Partial Discharge, High Voltage, Power Transformer, Fuzzy Logic Controller, PID Controller, PD Controller. 1. INTRODUCTION In this time more requirement of electricity demands we convert the line in a high voltage, extra high voltage and ultra-high voltage line. After that equipment are also required to sustain HV, EHV and UHV voltage. But in the transformer winding not sustain the HV that time partial discharge is produce. A PD is a onetypeoflosswhoproduces in winding. If the winding insulation voids, cracks, andother imperfections lead to intermitteddischargeintheinsulation. In modern technology these are designated as ‘Partial discharges’ which in course of time reduce the strength of insulation leading to a total or partial failure or breakdown of the insulation. If the sites of partial discharge can be located inside equipment, like in a power cable or transformer, it gives valuable information to the insulation engineer about the region of greater stress andimperfection in the fabrication. Based on this information, the design can be considerably improved. Chemical methods are based on the analysis of dissolvedgas generated inside the transformer due to PD activity. The integral characteristic of these regularlyperformedanalyses allow indications on the long term behaviour of the PD activity and therefore on the insulation condition. For information on the actual PD occurrence acoustic and electric PD measurements are preferable. The focus of acoustic or ultrasonic measurements is bases on a PD location, whereas the electric measurements are orientated to a precise determination of the apparent charge, although investigations have shown, that sometimes a PD location is possible but complicated. A combination of both techniques with the aim to make an exact determination of the PD origins and the apparent charge are available. Preliminary investigationshaveshownthatonline wideband electrical decoupled PD signals can in general be efficiently evaluated by various pattern recognition methods in order to determine the PD origin and its apparent charge. The functional principle of these methods is based on the evaluation of the characteristic distortion of a PD signal caused by its transmission from the origin through the winding to the decoupling point. Advanced post processing techniques are used to classify the signal in terms of type of deformation and originusing PDpattern.Furthermorea new method for the evaluation of electric measured partial discharges has been developed. This method uses the transfer functions of a transformer for a PD location and enables additional possibilities.[1] 1.1 What is Partial Discharge? Usually partial discharge begins within cracks, or inclusions within a solid dielectric, interfaces within solid or liquid dielectrics, or in bubbles within liquid dielectrics. Partial discharge (PD) is a localized dielectric breakdown (DB) (which does not completely bridge the space between the two conductors) ofa small portion ofasolidorfluidelectrical insulation (EI)systemunderhighvoltage(HV)stress.PDmay occur in a transformer winding due to aging processes, operational over stressing or defects introduced during manufacture. An electrical discharge that only partially bridges the dielectric or insulating medium between two conductors. Earlier the testing of insulators and other equipment was based on the insulation resistance measurements, dissipation factor measurements and breakdown tests. It was observed that the dissipation factor (tan δ) was voltage dependent and hence became a criterion for the monitoring of the high voltage insulation. In further investigations it was found that weak points in an insulation
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1312 like voids, cracks, and other imperfections lead to internal or intermittentdischargesintheinsulation.Theseimperfections being small were not revealed in capacitance measurements but were revealed as power loss components in contributing for an increase in the dissipation factor. In modern terminology these are designated as "partial discharges" which in course of time reduce the strength of insulation leading to a total or partial failure or breakdown of the insulation. Fig 1. Scheme of an insulation system and Equivelant Circuit An electrical discharge that only partially bridges the dielectric or insulating medium between two conductors. Examples are: internal discharges, surface discharges and corona discharges. Internal discharges are discharges in cavities or voids which lie inside the volume of the dielectric or at the edges of conducting inclusions in a solid or liquid insulating media. Surface dischargesaredischargesfromthe conductor into a gas or a liquid medium and form on the surface of the solid insulation not covered by the conductor. Corona is a discharge in a gas or a liquid insulation around the conductors that are away or remote from the solid insulation. Partial discharge measurement mathematical equation, q = Cb ΔVs 1.2 Types of Partial Discharge Partial Discharge phenomenon is divided into two types: 1) External Partial Discharge: External Partial discharge is the process which takes place outside of the power equipment. Such type of discharges occursinoverheadlines, on armature etc. 2) Internal Partial Discharge: The PD which is occurring inside of a system. PD measurement system gives the information about the properties of insulating material uses in high power equipment. Type of Typical Partial Discharge: • Corona Discharge: PD around a conductor in free space is called corona discharge. Corona dischargetakesplacedueto non-uniform field on sharp edges of the conductorsubjected to high voltage. The insulation provided is air or gas or liquid. Fig 2.Corona Discharge and Surface Discharge • Surface Discharge: Surface discharge takes place on interfaces of dielectricmaterial suchasgas/solidinterfaceas gets over stressed times the stress on the solid material. • Cavity Discharge: The cavities are generally formedinsolid or liquid insulating materials. The cavity is generally filled with gas or air. When the gas in the cavity is over stressed such discharges are taking place[2]. Fig 4.Cavity Discharge 2. METHODS OF PARTIAL DISCHARGE DETECTION 2.1 Conventional Electrical PD Measurements According to IEC 60270, the preferred setup to measure apparent PD charges is shown in Fig 5. Fig. 5Diagram of Conventional PD Measurement • The Ck capacitance acts as a coupling capacitor to decouple high frequency PD pulses both from a source inside the transformer tank and from outside the tank (external sources). • For bushings without a capacitive tap, an external coupling capacitance is connected in parallel with the bushing.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1313 • The PD measurement system is connected to the sensors via co-axial cables. With conventional PD measurement (IEC 60270), the apparent charge is measured in pC which is the integrated current pulse, caused by a PD, which flows through the test circuit. The conventional methodallowsa precisecalibration but requires a sufficiently high signal-to-noise ratio(SNR)in the measurement circuit to easily resolve the PD signal in question. The standardized method of IEC 60270 has been practiced since the 1960s and is well regarded. PD pulse amplitude, PD pulse trend and phase-resolved PD (PRPD) patterns are well known to correlate with the extent of insulation damage. Reference PRPD patterns are widely available for different discharge defects and for different high voltage components, which is another significant advantage of conventional measurement. For factory transformer PD acceptance testing, IEC 60270 imposes lower and upper limits on the measurement frequency. The primary goal is to have uniformity in the transformer PD testing process across different laboratories so that results can be compared against a pass / fail criterion (e.g. 500pC). Factory testing is performed inside Faraday-cage styled shielded laboratories with PD-free connections and terminations. This isn’t practicable for PD measurementson in-service transformers, which are exposed to a variety of ‘noise’ sources outside the tank. Examples of such ‘noise’ sources would be inadequate corona shielding of line terminals, bad or loose connections, PD from other interconnected HV systems, or arcing from the transmission line. Several established procedures are available to suppress these interferences to make on-site noise free PD measurements. The unique advantage of conventional PD measurements is that the chargecontentina PDpulsecanbe related to a known reference. Phase-resolved PD patterns are widely available for different discharge defects and for different HV components. Therefore, it iswidelyusedduring factory and on-site transformer PD Testing[3][4]. 2.2 Ultra High Frequency PD Measurements The principle of ultra-high-frequency (UHF) PD measurement is illustrated in Fig. 2. The electromagnetic emission from a PD source is measured using an UHF antenna which is inserted into the transformertank through an oil-sampling valve. The metal surface of the transformer tank acts as a natural Faraday-cage to filter out electrical interferences from outside the tank. High Voltage bushings’ C1 capacitance acts as a low-pass filter to reduce electrical interferences from outside the tank. Theseadvantagesmake it suitable for measurements in noisy environments, e.g. on- site / online measurements and monitoring. UHF measurement is based on the common assumptionthat PD takes the form of fast rise-time electrical impulses which radiate electromagnetic (EM) waves with frequencies up to the ultra-high frequency range (UHF: 300 MHz to 3000 MHz). Investigations by the author showthathighfrequency current flowing throughthe metallic partsofthetransformer (e.g. winding), transforms the metal surface to an emitter of EM waves, therefore they are the source of the EM emission and not the PD source itself. In general, the radiation behaviour of UHF PD sources is more complex and only partially understood. Oil (drain) valve UHF PD probes are designed for use inside straight-opening oil-filling valves of at least 1.5” in diameter. This design has several restrictions. The design requires by default, straight opening oil valves, which are not common. The method of use requires the UHF probe head to stick-out horizontally from the inside wall of the tank by at least 2 inches or ~5cm. Because of the probe head’s close proximity to the windings under voltage, its location requires careful selection to avoid compromising the safety of the transformer. In some transformer designs, oil-flow guiding tubes are present behindthevalveopenings (inside tank), which limits the depth to which the probe heads can be inserted. The depth of the probe head and antenna design has a significant effect on the PD measurement sensitivity. Hatch cover type UHF probes are designed for use inside dielectric windows custom fitted directly onto the transformer tank wall or onto the hatch cover plates. This requires a circular slot cut in the hatch cover plate to insert the dielectric-window. The UHF probe sits inside the slotted window. This procedure requires an outage on the transformer and oil drainage up to a level below the hatch cover plate. This installation procedure is not suitable for transformers operating in service due to practical constraints in implementing this on site and the risk of exposing the internal parts of the transformer to the atmospheric air. Flange-type UHF sensors are designedtofit snugly around the lower shed of the high voltage bushings. Due to its use outside the transformer,theyarevulnerableto external electrical interferences[3][5]. Fig. 6 Diagram of Ultra High Frequency PD Measurements 2.3 Ultrasonic (Acoustic) PD Measurements The main purpose of permanently installed online acoustic monitoring systems is to provide an early indication of an incipient fault to a remote location which can then be followed by more extensive field tests. Common industry practice is to perform these measurements in response to abnormal gas-in-oil test results or sounds that may indicate partial discharges.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1314 Active PD sources in oil-filled transformersproduceacoustic emission signals that propagate away from the source in all directions. The acoustic signals travel through the intervening material to eventually arrive at the transformer tank wall. The distance travelled is dependent on the time that it takes for an acoustic signal tocompletethisjourney as shown below. Distance travelled = acoustic wave speedx time Consequently, sensors placed at different locations on the tank wall, i.e. at different distances from the source, will experience different signal arrival times. The signal arrival times are then used to determine the position of the PD source inside the tank. There are two general categories of acoustic location systems: all-acoustic systems and acoustic systems with an electrical PD trigger. Fig. 7Diagram of Ultrasonic PD Measurement The first category, the all-acoustic system, consists of one or more ultrasonic transducers that are sensitive to the acoustic emissions generated by a PD event. The detection and coarse location of one or more sources can be accomplished by movingone sensoraroundthetransformer. A more precise location of a PD source may be determined by the relative arrival times of the acoustic signals at each of the sensors. No voltage or current readings are required on the transformer. This makes the all-acoustic system a suitable tool for source location on operating transformers in the field. The second category, theacoustic system with an electrical PD trigger, pairs the array of acoustic sensors described above with a current or voltage measurement device that detects the PD signal electrically. Since the electric signal is detected instantaneously,thearrival timeof the electric signal can be used as time zero for the PD event. The difference in arrival times of the electric signal and an acoustic signal is the propagation time between the PD source and that sensor location. ThusPDlocation inthistype of system is based on the absolute arrival time at each sensor, as opposed to the all-acoustic system described above which uses the difference in arrival time between sensors. Signal sensitivity is unique to each acoustic monitoring system. The general experience has been that the following PD sources can be generally identified: PD sources outside the winding, arcing or tracking of the bushing surface in oil, PD inside the tap-changer and very highintensitydischarges within windings. Discharges within windings, inside HV bushings and acoustic signals produced by gas bubbles are usually difficult to detect. Weather (rain, snow, sleet, hail, lightning strikes) and mechanical disturbances created within or outside the tank (core magnetostriction, pumped liquid noise, loose shieldingconnectionsinsidethetank wall, loose name plates, fan noise, etc.) also interfere with the measurement. Apart from these factors, how the sensor is placed on the tank, shielding used inside the tank wall and insulating barriers between the sensorandfaultsourcehave a significant effect on the measurement sensitivity[2][3][6]. 3. PD MEASUREMENT TECHNIQUES COMPARISION Key Difference Convent ional UHF Acoustic Immunity from electrical noises Low High High Immunity from mechanical noises High High Low Availability of reference PRPD patterns for different PD defects & HV components. Yes No No Sensitivity High High Low Used during factory transformer acceptance testing Yes No No PD calibration as per IEEE & IEC standards Yes No No Geometric Location of PD Sources No No Yes Identification of defect type using phase-resolved PD patterns Yes No No Table 1: Comparison of PD Measurement Techniques 4. PARTIAL DISCHARGE ANALYSIS METHODS 4.1 Fuzzy Logic Fuzzy logic is widely used in machine control. The term "fuzzy" refers to the fact that the logic involved can deal with concepts that cannot be expressed as the "true" or "false"but rather as "partially true". Although alternative approaches such as geneticalgorithmsand neural networks can perform just as well as fuzzy logic in many cases, fuzzy logic has the advantage that the solution to the problem can be cast in terms that human operators can understand, so that their experience can be used in the design of the controller. This makes it easier to mechanize tasks that are already successfully performed by humans. A fuzzycontrol systemis a control system based on fuzzy logic a mathematical system that analyzes analog input values in termsoflogicalvariables that take on continuous values between 0 and 1, in contrast
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1315 to classical or digital logic, which operates on discrete values of either 1 or 0 (true or false, respectively)[7]. Fig. 8 Diagram of Fuzzy Logic Controller 4.2 Proportional Integral Derivative A proportional integral derivative controller (PID controller. or three-term controller) is a control loop mechanism employing feedback that is widely used in industrial control system and a variety of other applications requiring continuously modulated control. A PID controller continuously calculates an error value {display style e(t)}e(t) as the difference between a desired set point (SP) and a measured process variable (PV) and applies a correction based on proportional, integral, and derivative terms (denoted P, I, and D respectively), hence the name. In practical terms it automatically applies accurate and responsive correction to a control function. An everyday example is the cruise control on a car, where ascending a hill would lower speed if only constant engine power is applied. The controller's PID algorithm restores the measured speed to the desired speed with minimal delay and overshoot by increasing the power output of the engine. The first theoretical analysis and practical application was in the field of automatic steering systems for ships, developed from the early 1920s onwards. It was then used for automatic process control in the manufacturing industry, where it was widely implemented in pneumatic, and then electronic, controllers. Today there is universal use of the PID concept in applications requiring accurate and optimized automatic control[8]. Fig. 9 Block diagram of PID Controller 4.3 Proportional Derivative Proportional-Derivative control is useful for fast response controllers that do not need a steady-state error of 0. Proportional controllers are fast. Derivative controllers are fast. The two together is very fast. Below is a review. Proportional-DerivativeorPDcontrolcombinesproportional control and derivative control in parallel[9]. Fig. 10 Block diagram of PD Controller 5. CONCLUSION A method has been proposed anddetailedforlocatingpartial discharge activities inside a transformer winding.Primarily, the proposed method is based on the analysis of dielectric strength of oil, current density of both HV & LV winding and temperate of insulating oil measured at accessible points of particular winding. This has led to the development of an autonomous PD locating tool that uses a program based mathematical operations of the full analysis. The performance of both approaches have been evaluated using a model winding under laboratory conditions and results indicate that the proposed approach is feasible and with further development may provide an autonomous tool capable of determining the location of a PD source within a transformer winding without the need for human intervention compared to the existing methods using different techniques such as Fuzzy Logic/PID controller/PD controller based method. REFERENCES [1] A. Santosh Kumar, Dr. R.P. Gupta, Dr. K. Udayakumar, A.Venkatasami,” OnlinePartial DischargeDetectionand location Techniques for Condition MonitoringofPower Transformers: A Review”, 2008 International Conference on Condition Monitoring and Diagnosis, Beijing, China, April 21-24, 2008. [2] Dhaval S. Patel, Jay A. Patel, ”Simulation and Mathematical Analysis of Partial Discharge Measurement in Transformer”, International Journal of Engineering Research & Technology (IJERT),Vol. 7 Issue 04. April 2018. [3] Dr. R. Kuppuswamy,”Review ofOnlinePartial Discharge Measurement Practices”, Dynamic Rating. [4] IS/IEC 60270 (2000): High – Voltage Test Techniques – Partial Discharge Measurements [ETD19:HighVoltage Engineering]
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 02 | Feb 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1316 [5] S.M. Hoek, A. Kraetge, R. Hummel,O.Kessler,P.Winter,” Localizing Partial Discharge in Power Transforms by Combining Acoustic and Different Electrical Methods”, 2012 IEEE. [6] 2006 Annual ReportConferenceonElectrical Insulation and Dielectric Phenomena “Simulation and Analysis of Acoustic Wave Propagation due to Partial Discharge Activity”. Prasanta Kundu, N.K.Kishore and A.K.Sinha. Department of Electrical Engineering, Indian Institute of Technology, Kharagpur, India. K. Elissa, “Title of paper if known,” unpublished. [7] https://en.wikipedia.org/wiki/Fuzzy_control_system [8] https://en.wikipedia.org/wiki/PID_controller [9] https://www.researchgate.net/file.PostFileLoader.html ?id=54685991d11b8bc9668b461a&assetKey=AS%3A2 73635200176128%401442251123954