SlideShare a Scribd company logo
TELKOMNIKA, Vol.17, No.5, October 2019, pp.2451~2456
ISSN: 1693-6930, accredited First Grade by Kemenristekdikti, Decree No: 21/E/KPT/2018
DOI: 10.12928/TELKOMNIKA.v17i5.12806 ◼ 2451
Received October 21, 2018; Revised March 28, 2019; Accepted April 18, 2019
AC breakdown behavior of SF6/N2 gas mixtures under
non-uniform field electrode configurations
N. F. Ambo1
, H. Zainuddin*2
, M. S. Kamarudin3
, J. M. Wari4
, A. Zahari5
,
1,2,5
High Voltage Engineering Research Laboratory, Faculty of Electrical Engineering,
Universiti Teknikal Malaysia Melaka, Melaka, Malaysia, tel/ fax: +606-270 1000/+606-270 1022
3
Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia
86400 Parit Raja, Batu Pahat, Johor, Malaysia, tel/fax: +607-453 7000/+607-453 6337
4
Indkom Engineering Sdn. Bhd. Lot 2, Asam Jawa St. 16/15, Seksyen 16,
Kawasan Perindustrian Shah Alam, 40200 Shah Alam, Selangor, Malaysia,
tel/fax: +603-5543-2388/+603-5543-2377
*Corresponding author, e-mail: hidayat@utem.edu.my
Abstract
Sulphur hexafluoride (SF6) gas owns remarkable properties as insulation medium and current
interrupter, which make it being widely used in gas-insulated equipment up to now. However, SF6 gas has
a drawback that gives adverse effect to the environment since it is a strong greenhouse gas. As the effort
to minimize the SF6 usage, this study was conducted to investigate the AC breakdown behavior of SF6/N2
gas mixtures with 10/90 ratio at low pressure levels (i.e. 0.11 MPa to 0.15 MPa) under non-uniform field
(i.e. R0.5-plane and R6-plane electrodes configurations). The results of the study indicate that
the breakdown voltage of SF6/N2 gas mixtures in non-uniform field increases linearly with the increase of
gas pressure and electrodes gap distance. As a function of gap distance, a higher increasing rate of
breakdown voltage values were achieved at lowest pressure of 0.11 MPa compared to other pressure
levels. In addition, it is also found that a higher breakdown voltage values was obtained under R6-plane
configuration. But, the difference in breakdown voltage values between R0.5-plane and R6-plane
configuration is less significant as the gap distance is increased. It is also observed that the field efficiency
factor of R6-plane is higher than R0.5-plane which indicates a more uniform field exists between
the electrodes.
Keywords: AC breakdown voltage, gas insulation, non-uniform field, SF6/N2 gas mixtures,
sulphur hexafluoride
Copyright © 2019 Universitas Ahmad Dahlan. All rights reserved.
1. Introduction
Sulphur hexafluoride (SF6) gas is an electronegative gas that is widely used as
the primary insulator and/or arc quencher in high voltage equipment such as switchgears [1-5].
SF6 gas also attributes colorless, non-combustible, non-toxic and thermally steady properties in
its pure state. However, despite its advantages, SF6 gas is categorized as one of the greenhouse
gases thus, leads to environmental concerns [6, 7]. According to the fifth assessment report of
Intergovernmental Panel on Climate Change (IPCC) in 2014, SF6 has a global warming
potentials (GWP) value of 23, 500 times greater than carbon dioxide (CO2) over a period of
100 years [8]. Meanwhile, in the event of electrical discharges, the byproducts of SF6 molecules
are highly toxic and corrosive (e.g. S2F10 and SOF2) [9, 10]. Until recently, various gas mixtures
have been considered to replace or minimize the usage of pure SF6 in high voltage
equipment [11-17], which in line with the requirement listed in Kyoto Protocol 1997 as the effort to
reduce greenhouse gas emissions [18]. One of the promising substitutes is SF6/N2 gas mixtures;
owning to low cost, unlimited resources and remarkable synergistic effect on the dielectric
characteristics [19-21]. Previous study shows that SF6/N2 mixtures offer appreciable breakdown
properties even at low SF6 contents [13-16]. However, most of the previous studies focused on
the breakdown characteristics at high and wide range of pressure levels, i.e. up to 0.7 MPa,
depending on the working pressure of gas-insulated applications. Therefore, in this study,
the breakdown behavior of SF6/N2 gas mixtures subjected to AC stress was conducted inside a
pressure vessel for various gas pressure and electrode gap distances under non-uniform field.
◼ ISSN: 1693-6930
TELKOMNIKA Vol. 17, No. 5, October 2019: 2451-2456
2452
The focus of interest is given on the small pressure range (i.e. 0.11 MPa to 0.15 MPa) which
normally used for ring main unit (RMU) switchgear application.
2. Research Method
2.1. Experimental Setup
In order to investigate the breakdown behavior of SF6/N2 gas mixtures, a series of AC
breakdown test was conducted inside a custom made pressure vessel [22], where
the experimental setup is shown in Figure 1. The pressure vessel was designed with a volume
capacity of 205 liters and the maximum withstand voltage is 70 kV/min. In this study, the test
procedures of AC breakdown voltage test are complied with BS EN 60060-1 standard [23].
For the purpose of statistical analysis, a minimum of 30 consecutives breakdown data was
taken for each SF6/N2 gas mixtures tests. Throughout this study, the AC breakdown behavior
SF6/N2 gas mixtures was examined under non-uniform field for various gas pressure and
electrode gap distance. The SF6/N2 gas mixture ratio was fixed to 10/90, while the total gas
pressure is varied at small range (i.e. 0.11 MPa to 0.15 MPa with 0.01 MPa interval). To
represents different non-uniform field condition, two types of electrodes configurations were
used; R0.5-plane and R6-plane configurations (refer to Figure 1). The high voltage electrodes of
R0.5 and R6 have a tip radius of 0.5 mm and 6 mm, respectively, while the ground electrode of
plane has a 50 mm radius. The gap distances between the high voltage and ground electrode is
varied from 5 mm to 25 mm.
2.2. Experimental Method
The SF6/N2 gas mixture is prepared according to Dalton’s Law as shown in (1).
The equation describes that the total pressure of the gas mixture is equal to the sum of partial
pressures of its individual (pure) gases [24]. For instance, at 0.10 MPa and SF6/N2 (10/90) gas
mixtures ratio, the partial pressure of SF6 and N2 is 0.01 MPa and 0.09 MPa, correspondingly. In
this case, the pressure vessel was filled in with the low gas content of SF6 which is 10%,
followed by the other 90% of N2 gas. The SF6/N2 gas mixture is then left for 24 hours to ensure
a uniform gas mixture before conducting the AC breakdown voltage test [13, 14].
𝑃𝑆𝐹6/𝑁2
= 𝑃𝑆𝐹6
+ 𝑃 𝑁2
(1)
Figure 1. Experimental setup for AC voltage generations
TELKOMNIKA ISSN: 1693-6930 ◼
AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field... (H. Zainuddin)
2453
3. Results and Analysis
3.1. AC Breakdown Voltage Distribution of SF6/N2 Gas Mixtures
Figure 2 shows the 3D visualization plot for mean AC breakdown voltage, Ua of SF6/N2
gas mixtures as a function of gas pressure (i.e. 0.11 MPa to 0.15 MPa) and electrodes gap
distances (i.e. 5 mm to 25 mm) under R0.5-plane and R6-plane configuration. By referring to
Figure 2, the distributions of Ua values at SF6/N2 (10/90) gas mixtures ratio is presented as
the probability of breakdown event that occur at certain voltage range. According to Figure 2,
the Ua values of SF6/N2 gas mixtures under R0.5-plane and R6-plane configurations are
classified into four voltage ranges (in kV); 10-20, 20-30, 30-40 and 40-50. It is noticed that both
electrode configurations have the lowest Ua values at 10-20 kV, while the highest Ua values are
at 40-50 kV. However, the distribution percentages of Ua values under both electrode
configurations seem different at all voltage ranges. For instance, the probability of the lowest
and the highest Ua values under R0.5-plane configuration are 20% and 8%, respectively. But,
as R6-plane configuration is used, the probability of the lowest Ua values decreases from 20%
to 4%, whereas the probability of the highest Ua values increases from 8% to 16%. This shows
that the use of R6-plane configuration has caused more breakdown event occur at high voltage
range (i.e. at 40-50 kV), which mainly due to its high electric field uniformity compared to
R0.5-plane configuration.
Figure 2. 3D visualization plot for mean AC breakdown voltage of SF6/N2 (10/90) gas mixtures
under different electrode configuration
3.2. Effect of Gap Distance to the AC Breakdown Voltage
As depicted in Figure 3, further analysis has been done on the effect of electrodes gap
distance to the Ua values of SF6/N2 gas mixtures at various gas pressures under different
electrode configurations; R0.5-plane and R6 plane. It is found that the Ua values increase
linearly as the gap distance between the electrodes are increased from 5 mm to 25 mm. For
R0.5-plane configuration, the Ua values of SF6/N2 (10/90) mixtures at 0.11 MPa and 0.15 MPa
increase by 134.7% and 99.0%, respectively, as the electrodes gap distances is varied from
5 mm to 25 mm. At the same pressure level, the increasing rates of Ua values for R6-plane
configuration are 78.7% and 70.3%, respectively. It can be seen that for both electrode
configurations, the increasing rate of Ua values decrease as the pressure are increased from
0.11 MPa to 0.15 MPa. That is to say, the effect of electrodes gap distance in affecting
the Ua values is more significant at 0.11 MPa. Meanwhile, as a function of pressure, it is
observed that there is not much difference in Ua values under R0.5-plane configuration as
the pressure is increased from 0.11 MPa to 0.15 MPa, especially at 25 mm electrodes gap
distance, compared to R6-plane configurations.
◼ ISSN: 1693-6930
TELKOMNIKA Vol. 17, No. 5, October 2019: 2451-2456
2454
Figure 3. Mean AC breakdown voltage of SF6/N2 gas mixtures as a function of gap distance
under different electrode configuration
3.3. Effect of Gas Pressure to the AC Breakdown Voltage
Figure 4 shows the Ua values of SF6/N2 gas mixtures as a function of pressure for two
different electrode configuration; R0.5-plane and R6-plane. For a comparison purpose, this
section will focus only at 10 mm and 20 mm electrodes gap distance. As one can expect, the Ua
values of SF6/N2 gas mixtures under R6-plane configuration are higher than R0.5-plane
configuration for all pressure and both electrodes gap distances. However, it is found that
the difference in Ua values between both electrodes configurations is more significant at 10 mm
gap distance for all pressure. At 0.11 MPa, the Ua values differ about 33.6%. But, as the gap
distance is increased to 20 mm, the effect of electrode configurations in affecting the Ua values
is weaken, where the difference in Ua values reduce to 4.1%. From other point of view, it can be
seen that the Ua values under R0.5-plane configuration with 20 mm gap is almost identical to
R6-plane configuration with 10 mm gap, especially when the pressure is above 0.13 MPa.
Figure 4. Comparison of AC breakdown voltage of SF6/N2 gas mixtures in
different electrode configuration
3.4. Effect of Electrode Configurations to the Electric Field Behavior
Figure 5 shows the field efficiency factor of R0.5-plane and R6-plane electrode
configurations at a pressure of 0.11 MPa and various gap distances. The field efficiency factor,
η is calculated using (2), where the average electric field, Emean for both electrode configurations
are calculated using (3), while the maximum electric field, Emax for R0.5-plane and R6-plane
configurations are calculated using (4) and (5), respectively [25]. To note, 𝑑 is the gap distance
TELKOMNIKA ISSN: 1693-6930 ◼
AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field... (H. Zainuddin)
2455
between high voltage and ground electrodes, while 𝑟 is the tip radius of the high voltage
electrode. The η value indicates the uniformity of electric field between the electrodes where its
value lies between 0 to 1. The closer the value of η to 1, the more uniform the electric field
exists between the electrodes. Based on Figure 5, it can be seen that the value of η under
R6-plane is higher than R0.5-plane at all gap distances. Meanwhile, a decreasing pattern of η
values are observed for both electrode configurations as the gap distances are increased which
suggesting a more non-uniform field exists between the electrodes.
η =
𝐸 𝑚𝑒𝑎𝑛
𝐸 𝑚𝑎𝑥
(2)
𝐸 𝑚𝑒𝑎𝑛 =
𝑈 𝑎
𝑑
(3)
𝐸 𝑚𝑎𝑥 =
2𝑈 𝑎
𝑟 𝑙𝑛(
4 𝑑
𝑟
)
(4)
𝐸 𝑚𝑎𝑥 = 0.9
𝑈 𝑎
𝑑
𝑟+𝑑
𝑟
(5)
Figure 5. Field efficiency factor of SF6/N2 gas mixtures as a function of gap distance under
different electrode configurations
4. Conclusion
In this study, a breakdown test subjected to AC voltage were conducted on the SF6/N2
gas mixtures for various gas mixture ratio, gas pressure, and electrode gap distance, under
R0.5-plane and R6-plane electrode configurations. The amount of SF6 was set to 10%, while
the pressure levels were varied at small range of 0.11 MPa to 0.15 MPa. Meanwhile, the gap
distances between the electrodes were set at 5 mm to 25 mm with 5 mm interval. The results
show that, for both electrodes configurations, the mean AC breakdown voltage, Ua of SF6/N2
gas mixtures increases as the pressure and electrodes gap distances are increased. It is also
observed that the effect of electrodes gap distance is more significant at lowest pressure of
0.11 MPa compared to other pressure levels. Although the Ua values under R6-plane
configuration is higher than R0.5-plane configuration, but, the difference in Ua values between
these electrodes configuration is less significant as the gap distance is increased. In addition, it
is found that the field efficiency factor value under R6-plane is higher than
R0.5-plane configurations.
References
[1] A Haddad, D Warne. Advances in High Voltage Engineering. 1st
ed. United Kingdom. The Institution
of Engineering and Technology. 2004.
◼ ISSN: 1693-6930
TELKOMNIKA Vol. 17, No. 5, October 2019: 2451-2456
2456
[2] A Beroual, A Haddad. Recent Advances in the Quest for a New Insulation Gas with a Low Impact on
the Environment to Replace Sulphur Hexafluoride (SF6) Gas in High-Voltage Power Network
Applications. Energies. 2017; 10(8): 1216.
[3] LG Christophorou, JK Olthoff, DS Green. Gases for Electrical Insulation and Arc Interruption:
Possible Present and Future Alternatives to Pure SF6. NIST Tech. Note 1425, Natl. Inst. Stand.
Technol. 1997.
[4] D Koch. SF6 Properties, and Use in MV and HV Switchgear. Cashier Technique Schneider Electric
2003; 188.
[5] S Xiao. et. al. A Review on SF6 Substitute Gases and Research Status of CF3I Gases. Energy
Reports. 2018; 4: 486-496.
[6] LG Christophorou, RJ Van Brunt. SF6/N2 mixtures: basic and HV insulation properties. IEEE Trans.
Dielectr. Electr. Insul. 1995; 2(5): 952–1003.
[7] L Niemeyer, FY Chu. SF6 and the Atmosphere. IEEE Trans. Electr. Insul. 1992; 27(1): 184–187.
[8] Myhre G et. al. Anthropogenic and Natural Radiative Forcing. In: Climate Change 2013: The Physical
Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the
Intergovernmental Panel on Climate Change. 2013.
[9] C Liu. et. al. Mechanism of Formation of SF6 Decomposition Gas Products and its Identification by
GC-MS and Electrochemical Methods: A Mini Review. Int. J. Electochem. Sci. 2005; 10: 4223-4231.
[10] T Lin, D Han, X Jin, GQ Zhang. Experimental Study for SF6 Decomposition Byproducts Formation
Mechanisms in 50Hz AC Corona Discharge and Flashover. Annual Report Conference on Electrical
Insulation and Dielectric Phenomena. 2013: 1221-1224.
[11] Y Kieffel, T Irwin, P Ponchon, J Owens. Green Gas to Replace SF6 in Electrical Grids. IEEE Power
Energy Mag. 2016; 14(2): 32–39.
[12] H. Okubo, A Beroual. Recent trend and future perspectives in electrical insulation techniques in
relation to sulfur hexafluoride (SF6) substitutes for high voltage electric power equipment. IEEE
Electr. Insul. Mag. 2011; 27(2): 34–42.
[13] C Guo, at. al. Influence of Electric Field Non-Uniformity on Discharge Characteristics in SF6/N2 Gas
Mixtures under Power Frequency Voltage. 2017 Electr. Insul. Conf. 2017: 74–77.
[14] L Xin, S Changwang, L Xintao. Experiment on breakdown characteristics of SF6/N2 mixtures in short
gap. in 2015 3rd
International Conference on Electric Power Equipment–Switching Technology
(ICEPE-ST). 2015: 402–406.
[15] W Sun, Y Li, DS Zheng, RY Guo, XH Du. Insulation Characteristics of SF6/N2 Gas Mixtures and
Applied Researches. 2013 IEEE Conf. Electr. Insul. Dielectr. Phenom. 2013: 879–882.
[16] A Chvyreva, AJM Pemen, T Christen. Influence of SF6 admixtures to nitrogen on electrodeless
streamer inception at an epoxy resin surface. IEEE Trans. Dielectr. Electr. Insul. 2016; 23(3):
1683–1689.
[17] NH Malik, AH Qureshi. A review of electrical breakdown in mixtures of SF6 and other gases. IEEE
Trans. Electric. Insul. 1979; 14: 1-13.
[18] United Nations. Kyoto Protocol to the United Nations Framework Convention on Climate Change.
Review of European Community and International Environmental Law. 1998; 7: 214–217.
[19] P Osmokrović, M Stojkanović, K Stanković, M Vujisić, D Kovačević. Synergistic effect of SF6 and N2
gas mixtures on the dynamics of electrical breakdown. IEEE Trans. Dielectr. Electr. Insul. 2012; 19:
677-688.
[20] C Guo, Q Zhang, T Wen. A Method for Synergistic Effect Evaluation of SF6/N2 Gas Mixtures. IEEE
Trans. Dielectr. Electr. Insul. 2016; 23(1): 211-215.
[21] C Guo, at. al. Influence of Electric Field Non-Uniformity on Breakdown Characteristics in SF6/N2 Gas
Mixtures under Lightning Impulse. IEEE Trans. Electr. Insul. 2017; 24(4): 2248–2258.
[22] A Zahari, H Zainuddin, MS Kamarudin, NF Ambo. Development of Test Vessel for Gas Insulation
Breakdown Test. Int. J. Power Electron. Drive Syst. 2018; 9(2): 873–879.
[23] BS EN 60060-1. High-voltage test techniques Part 1 : General definitions and test requirements.
2010.
[24] MS Silberberg. Chemistry: The Molecular Nature of Matter and Change, 5th ed. Boston: McGraw-Hill.
2009: 206.
[25] NF Ambo, H Zainuddin, MS Kamarudin, JM Wari, A Zahari. Finite Element Analysis of Maximum
Electric Field for Air Breakdown Under Various Electrode Configurations. Indonesian Journal of
Electrical Engineering and Computer Science. 2018; 10(2): 416–425.

More Related Content

Similar to AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field electrode configurations

Iisrt surendar(16 20)
Iisrt surendar(16 20)Iisrt surendar(16 20)
Iisrt surendar(16 20)IISRT
 
02 7922 9034-1-pb
02 7922 9034-1-pb02 7922 9034-1-pb
02 7922 9034-1-pb
IAESIJEECS
 
Pb3426462649
Pb3426462649Pb3426462649
Pb3426462649
IJERA Editor
 
Physics transformer file
Physics transformer filePhysics transformer file
Physics transformer file
Armaan Kazzami
 
PyTeCK: A Python-based automatic testing package for chemical kinetic models
PyTeCK: A Python-based automatic testing package for chemical kinetic modelsPyTeCK: A Python-based automatic testing package for chemical kinetic models
PyTeCK: A Python-based automatic testing package for chemical kinetic models
Oregon State University
 
M.SHEHZAD course work project base PPT.pptx
M.SHEHZAD course work project base PPT.pptxM.SHEHZAD course work project base PPT.pptx
M.SHEHZAD course work project base PPT.pptx
AllinOne912242
 
The effect of reduced pressure acetylene plasma treatment on physical charact...
The effect of reduced pressure acetylene plasma treatment on physical charact...The effect of reduced pressure acetylene plasma treatment on physical charact...
The effect of reduced pressure acetylene plasma treatment on physical charact...
inventy
 
The Performance of an Integrated Transformer in a DC/DC Converter
The Performance of an Integrated Transformer in a DC/DC ConverterThe Performance of an Integrated Transformer in a DC/DC Converter
The Performance of an Integrated Transformer in a DC/DC Converter
TELKOMNIKA JOURNAL
 
transistor as a switch
transistor as a switchtransistor as a switch
transistor as a switch
Sahil Patel
 
An autoignition performance comparison of chemical kinetics models for n-heptane
An autoignition performance comparison of chemical kinetics models for n-heptaneAn autoignition performance comparison of chemical kinetics models for n-heptane
An autoignition performance comparison of chemical kinetics models for n-heptane
Oregon State University
 
SF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 BatchSF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
Khalid Khan
 
Thermocouple
ThermocoupleThermocouple
Thermocouple
Keshava Krishnan
 
Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...
Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...
Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...
Shaukat Mazari
 
Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...
Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...
Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...
TELKOMNIKA JOURNAL
 
76201961
7620196176201961
76201961
IJRAT
 
The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...
The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...
The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...
theijes
 
IRJET- Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...
IRJET-  	  Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...IRJET-  	  Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...
IRJET- Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...
IRJET Journal
 

Similar to AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field electrode configurations (20)

Iisrt surendar(16 20)
Iisrt surendar(16 20)Iisrt surendar(16 20)
Iisrt surendar(16 20)
 
02 7922 9034-1-pb
02 7922 9034-1-pb02 7922 9034-1-pb
02 7922 9034-1-pb
 
Pb3426462649
Pb3426462649Pb3426462649
Pb3426462649
 
Physics transformer file
Physics transformer filePhysics transformer file
Physics transformer file
 
PyTeCK: A Python-based automatic testing package for chemical kinetic models
PyTeCK: A Python-based automatic testing package for chemical kinetic modelsPyTeCK: A Python-based automatic testing package for chemical kinetic models
PyTeCK: A Python-based automatic testing package for chemical kinetic models
 
Sanjay
SanjaySanjay
Sanjay
 
M.SHEHZAD course work project base PPT.pptx
M.SHEHZAD course work project base PPT.pptxM.SHEHZAD course work project base PPT.pptx
M.SHEHZAD course work project base PPT.pptx
 
The effect of reduced pressure acetylene plasma treatment on physical charact...
The effect of reduced pressure acetylene plasma treatment on physical charact...The effect of reduced pressure acetylene plasma treatment on physical charact...
The effect of reduced pressure acetylene plasma treatment on physical charact...
 
The Performance of an Integrated Transformer in a DC/DC Converter
The Performance of an Integrated Transformer in a DC/DC ConverterThe Performance of an Integrated Transformer in a DC/DC Converter
The Performance of an Integrated Transformer in a DC/DC Converter
 
transistor as a switch
transistor as a switchtransistor as a switch
transistor as a switch
 
An autoignition performance comparison of chemical kinetics models for n-heptane
An autoignition performance comparison of chemical kinetics models for n-heptaneAn autoignition performance comparison of chemical kinetics models for n-heptane
An autoignition performance comparison of chemical kinetics models for n-heptane
 
1-s2.0-S1018364715000269-main
1-s2.0-S1018364715000269-main1-s2.0-S1018364715000269-main
1-s2.0-S1018364715000269-main
 
SF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 BatchSF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
 
Thermocouple
ThermocoupleThermocouple
Thermocouple
 
Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...
Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...
Regression Modelling of Thermal Degradation Kinetics, of Concentrated, Aqueou...
 
Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...
Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...
Threshold Voltage Roll-off by Structural Parameters for Sub-10 nm Asymmetric ...
 
76201961
7620196176201961
76201961
 
89 toppj
89 toppj89 toppj
89 toppj
 
The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...
The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...
The Futures of the Physic-Chemical and Thermoelectric Properties of the InTe-...
 
IRJET- Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...
IRJET-  	  Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...IRJET-  	  Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...
IRJET- Parametric Optimization of Co2 Welding on Fe410 using Taguchi Tech...
 

More from TELKOMNIKA JOURNAL

Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...
TELKOMNIKA JOURNAL
 
Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...
TELKOMNIKA JOURNAL
 
Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...
TELKOMNIKA JOURNAL
 
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
TELKOMNIKA JOURNAL
 
Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...
TELKOMNIKA JOURNAL
 
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antennaEfficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antenna
TELKOMNIKA JOURNAL
 
Design and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fireDesign and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fire
TELKOMNIKA JOURNAL
 
Wavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio networkWavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio network
TELKOMNIKA JOURNAL
 
A novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bandsA novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bands
TELKOMNIKA JOURNAL
 
Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...
TELKOMNIKA JOURNAL
 
Brief note on match and miss-match uncertainties
Brief note on match and miss-match uncertaintiesBrief note on match and miss-match uncertainties
Brief note on match and miss-match uncertainties
TELKOMNIKA JOURNAL
 
Implementation of FinFET technology based low power 4×4 Wallace tree multipli...
Implementation of FinFET technology based low power 4×4 Wallace tree multipli...Implementation of FinFET technology based low power 4×4 Wallace tree multipli...
Implementation of FinFET technology based low power 4×4 Wallace tree multipli...
TELKOMNIKA JOURNAL
 
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G systemEvaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
TELKOMNIKA JOURNAL
 
Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...
TELKOMNIKA JOURNAL
 
Reagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensorReagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensor
TELKOMNIKA JOURNAL
 
Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...
TELKOMNIKA JOURNAL
 
A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...
TELKOMNIKA JOURNAL
 
Electroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networksElectroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networks
TELKOMNIKA JOURNAL
 
Adaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imagingAdaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imaging
TELKOMNIKA JOURNAL
 
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
TELKOMNIKA JOURNAL
 

More from TELKOMNIKA JOURNAL (20)

Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...Amazon products reviews classification based on machine learning, deep learni...
Amazon products reviews classification based on machine learning, deep learni...
 
Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...Design, simulation, and analysis of microstrip patch antenna for wireless app...
Design, simulation, and analysis of microstrip patch antenna for wireless app...
 
Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...Design and simulation an optimal enhanced PI controller for congestion avoida...
Design and simulation an optimal enhanced PI controller for congestion avoida...
 
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
Improving the detection of intrusion in vehicular ad-hoc networks with modifi...
 
Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...Conceptual model of internet banking adoption with perceived risk and trust f...
Conceptual model of internet banking adoption with perceived risk and trust f...
 
Efficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antennaEfficient combined fuzzy logic and LMS algorithm for smart antenna
Efficient combined fuzzy logic and LMS algorithm for smart antenna
 
Design and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fireDesign and implementation of a LoRa-based system for warning of forest fire
Design and implementation of a LoRa-based system for warning of forest fire
 
Wavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio networkWavelet-based sensing technique in cognitive radio network
Wavelet-based sensing technique in cognitive radio network
 
A novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bandsA novel compact dual-band bandstop filter with enhanced rejection bands
A novel compact dual-band bandstop filter with enhanced rejection bands
 
Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...Deep learning approach to DDoS attack with imbalanced data at the application...
Deep learning approach to DDoS attack with imbalanced data at the application...
 
Brief note on match and miss-match uncertainties
Brief note on match and miss-match uncertaintiesBrief note on match and miss-match uncertainties
Brief note on match and miss-match uncertainties
 
Implementation of FinFET technology based low power 4×4 Wallace tree multipli...
Implementation of FinFET technology based low power 4×4 Wallace tree multipli...Implementation of FinFET technology based low power 4×4 Wallace tree multipli...
Implementation of FinFET technology based low power 4×4 Wallace tree multipli...
 
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G systemEvaluation of the weighted-overlap add model with massive MIMO in a 5G system
Evaluation of the weighted-overlap add model with massive MIMO in a 5G system
 
Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...Reflector antenna design in different frequencies using frequency selective s...
Reflector antenna design in different frequencies using frequency selective s...
 
Reagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensorReagentless iron detection in water based on unclad fiber optical sensor
Reagentless iron detection in water based on unclad fiber optical sensor
 
Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...Impact of CuS counter electrode calcination temperature on quantum dot sensit...
Impact of CuS counter electrode calcination temperature on quantum dot sensit...
 
A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...A progressive learning for structural tolerance online sequential extreme lea...
A progressive learning for structural tolerance online sequential extreme lea...
 
Electroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networksElectroencephalography-based brain-computer interface using neural networks
Electroencephalography-based brain-computer interface using neural networks
 
Adaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imagingAdaptive segmentation algorithm based on level set model in medical imaging
Adaptive segmentation algorithm based on level set model in medical imaging
 
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
Automatic channel selection using shuffled frog leaping algorithm for EEG bas...
 

Recently uploaded

Series of visio cisco devices Cisco_Icons.ppt
Series of visio cisco devices Cisco_Icons.pptSeries of visio cisco devices Cisco_Icons.ppt
Series of visio cisco devices Cisco_Icons.ppt
PauloRodrigues104553
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
Mukeshwaran Balu
 
Technical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prismsTechnical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prisms
heavyhaig
 
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTCHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
jpsjournal1
 
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
obonagu
 
ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024
Rahul
 
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
ihlasbinance2003
 
01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx
benykoy2024
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
dxobcob
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
zwunae
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
Kerry Sado
 
Fundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptxFundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptx
manasideore6
 
Swimming pool mechanical components design.pptx
Swimming pool  mechanical components design.pptxSwimming pool  mechanical components design.pptx
Swimming pool mechanical components design.pptx
yokeleetan1
 
Online aptitude test management system project report.pdf
Online aptitude test management system project report.pdfOnline aptitude test management system project report.pdf
Online aptitude test management system project report.pdf
Kamal Acharya
 
Low power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniquesLow power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniques
nooriasukmaningtyas
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
ClaraZara1
 

Recently uploaded (20)

Series of visio cisco devices Cisco_Icons.ppt
Series of visio cisco devices Cisco_Icons.pptSeries of visio cisco devices Cisco_Icons.ppt
Series of visio cisco devices Cisco_Icons.ppt
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
 
Technical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prismsTechnical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prisms
 
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTCHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
 
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
 
ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024
 
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
 
01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
 
Fundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptxFundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptx
 
Swimming pool mechanical components design.pptx
Swimming pool  mechanical components design.pptxSwimming pool  mechanical components design.pptx
Swimming pool mechanical components design.pptx
 
Online aptitude test management system project report.pdf
Online aptitude test management system project report.pdfOnline aptitude test management system project report.pdf
Online aptitude test management system project report.pdf
 
Low power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniquesLow power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniques
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
 

AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field electrode configurations

  • 1. TELKOMNIKA, Vol.17, No.5, October 2019, pp.2451~2456 ISSN: 1693-6930, accredited First Grade by Kemenristekdikti, Decree No: 21/E/KPT/2018 DOI: 10.12928/TELKOMNIKA.v17i5.12806 ◼ 2451 Received October 21, 2018; Revised March 28, 2019; Accepted April 18, 2019 AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field electrode configurations N. F. Ambo1 , H. Zainuddin*2 , M. S. Kamarudin3 , J. M. Wari4 , A. Zahari5 , 1,2,5 High Voltage Engineering Research Laboratory, Faculty of Electrical Engineering, Universiti Teknikal Malaysia Melaka, Melaka, Malaysia, tel/ fax: +606-270 1000/+606-270 1022 3 Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia 86400 Parit Raja, Batu Pahat, Johor, Malaysia, tel/fax: +607-453 7000/+607-453 6337 4 Indkom Engineering Sdn. Bhd. Lot 2, Asam Jawa St. 16/15, Seksyen 16, Kawasan Perindustrian Shah Alam, 40200 Shah Alam, Selangor, Malaysia, tel/fax: +603-5543-2388/+603-5543-2377 *Corresponding author, e-mail: hidayat@utem.edu.my Abstract Sulphur hexafluoride (SF6) gas owns remarkable properties as insulation medium and current interrupter, which make it being widely used in gas-insulated equipment up to now. However, SF6 gas has a drawback that gives adverse effect to the environment since it is a strong greenhouse gas. As the effort to minimize the SF6 usage, this study was conducted to investigate the AC breakdown behavior of SF6/N2 gas mixtures with 10/90 ratio at low pressure levels (i.e. 0.11 MPa to 0.15 MPa) under non-uniform field (i.e. R0.5-plane and R6-plane electrodes configurations). The results of the study indicate that the breakdown voltage of SF6/N2 gas mixtures in non-uniform field increases linearly with the increase of gas pressure and electrodes gap distance. As a function of gap distance, a higher increasing rate of breakdown voltage values were achieved at lowest pressure of 0.11 MPa compared to other pressure levels. In addition, it is also found that a higher breakdown voltage values was obtained under R6-plane configuration. But, the difference in breakdown voltage values between R0.5-plane and R6-plane configuration is less significant as the gap distance is increased. It is also observed that the field efficiency factor of R6-plane is higher than R0.5-plane which indicates a more uniform field exists between the electrodes. Keywords: AC breakdown voltage, gas insulation, non-uniform field, SF6/N2 gas mixtures, sulphur hexafluoride Copyright © 2019 Universitas Ahmad Dahlan. All rights reserved. 1. Introduction Sulphur hexafluoride (SF6) gas is an electronegative gas that is widely used as the primary insulator and/or arc quencher in high voltage equipment such as switchgears [1-5]. SF6 gas also attributes colorless, non-combustible, non-toxic and thermally steady properties in its pure state. However, despite its advantages, SF6 gas is categorized as one of the greenhouse gases thus, leads to environmental concerns [6, 7]. According to the fifth assessment report of Intergovernmental Panel on Climate Change (IPCC) in 2014, SF6 has a global warming potentials (GWP) value of 23, 500 times greater than carbon dioxide (CO2) over a period of 100 years [8]. Meanwhile, in the event of electrical discharges, the byproducts of SF6 molecules are highly toxic and corrosive (e.g. S2F10 and SOF2) [9, 10]. Until recently, various gas mixtures have been considered to replace or minimize the usage of pure SF6 in high voltage equipment [11-17], which in line with the requirement listed in Kyoto Protocol 1997 as the effort to reduce greenhouse gas emissions [18]. One of the promising substitutes is SF6/N2 gas mixtures; owning to low cost, unlimited resources and remarkable synergistic effect on the dielectric characteristics [19-21]. Previous study shows that SF6/N2 mixtures offer appreciable breakdown properties even at low SF6 contents [13-16]. However, most of the previous studies focused on the breakdown characteristics at high and wide range of pressure levels, i.e. up to 0.7 MPa, depending on the working pressure of gas-insulated applications. Therefore, in this study, the breakdown behavior of SF6/N2 gas mixtures subjected to AC stress was conducted inside a pressure vessel for various gas pressure and electrode gap distances under non-uniform field.
  • 2. ◼ ISSN: 1693-6930 TELKOMNIKA Vol. 17, No. 5, October 2019: 2451-2456 2452 The focus of interest is given on the small pressure range (i.e. 0.11 MPa to 0.15 MPa) which normally used for ring main unit (RMU) switchgear application. 2. Research Method 2.1. Experimental Setup In order to investigate the breakdown behavior of SF6/N2 gas mixtures, a series of AC breakdown test was conducted inside a custom made pressure vessel [22], where the experimental setup is shown in Figure 1. The pressure vessel was designed with a volume capacity of 205 liters and the maximum withstand voltage is 70 kV/min. In this study, the test procedures of AC breakdown voltage test are complied with BS EN 60060-1 standard [23]. For the purpose of statistical analysis, a minimum of 30 consecutives breakdown data was taken for each SF6/N2 gas mixtures tests. Throughout this study, the AC breakdown behavior SF6/N2 gas mixtures was examined under non-uniform field for various gas pressure and electrode gap distance. The SF6/N2 gas mixture ratio was fixed to 10/90, while the total gas pressure is varied at small range (i.e. 0.11 MPa to 0.15 MPa with 0.01 MPa interval). To represents different non-uniform field condition, two types of electrodes configurations were used; R0.5-plane and R6-plane configurations (refer to Figure 1). The high voltage electrodes of R0.5 and R6 have a tip radius of 0.5 mm and 6 mm, respectively, while the ground electrode of plane has a 50 mm radius. The gap distances between the high voltage and ground electrode is varied from 5 mm to 25 mm. 2.2. Experimental Method The SF6/N2 gas mixture is prepared according to Dalton’s Law as shown in (1). The equation describes that the total pressure of the gas mixture is equal to the sum of partial pressures of its individual (pure) gases [24]. For instance, at 0.10 MPa and SF6/N2 (10/90) gas mixtures ratio, the partial pressure of SF6 and N2 is 0.01 MPa and 0.09 MPa, correspondingly. In this case, the pressure vessel was filled in with the low gas content of SF6 which is 10%, followed by the other 90% of N2 gas. The SF6/N2 gas mixture is then left for 24 hours to ensure a uniform gas mixture before conducting the AC breakdown voltage test [13, 14]. 𝑃𝑆𝐹6/𝑁2 = 𝑃𝑆𝐹6 + 𝑃 𝑁2 (1) Figure 1. Experimental setup for AC voltage generations
  • 3. TELKOMNIKA ISSN: 1693-6930 ◼ AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field... (H. Zainuddin) 2453 3. Results and Analysis 3.1. AC Breakdown Voltage Distribution of SF6/N2 Gas Mixtures Figure 2 shows the 3D visualization plot for mean AC breakdown voltage, Ua of SF6/N2 gas mixtures as a function of gas pressure (i.e. 0.11 MPa to 0.15 MPa) and electrodes gap distances (i.e. 5 mm to 25 mm) under R0.5-plane and R6-plane configuration. By referring to Figure 2, the distributions of Ua values at SF6/N2 (10/90) gas mixtures ratio is presented as the probability of breakdown event that occur at certain voltage range. According to Figure 2, the Ua values of SF6/N2 gas mixtures under R0.5-plane and R6-plane configurations are classified into four voltage ranges (in kV); 10-20, 20-30, 30-40 and 40-50. It is noticed that both electrode configurations have the lowest Ua values at 10-20 kV, while the highest Ua values are at 40-50 kV. However, the distribution percentages of Ua values under both electrode configurations seem different at all voltage ranges. For instance, the probability of the lowest and the highest Ua values under R0.5-plane configuration are 20% and 8%, respectively. But, as R6-plane configuration is used, the probability of the lowest Ua values decreases from 20% to 4%, whereas the probability of the highest Ua values increases from 8% to 16%. This shows that the use of R6-plane configuration has caused more breakdown event occur at high voltage range (i.e. at 40-50 kV), which mainly due to its high electric field uniformity compared to R0.5-plane configuration. Figure 2. 3D visualization plot for mean AC breakdown voltage of SF6/N2 (10/90) gas mixtures under different electrode configuration 3.2. Effect of Gap Distance to the AC Breakdown Voltage As depicted in Figure 3, further analysis has been done on the effect of electrodes gap distance to the Ua values of SF6/N2 gas mixtures at various gas pressures under different electrode configurations; R0.5-plane and R6 plane. It is found that the Ua values increase linearly as the gap distance between the electrodes are increased from 5 mm to 25 mm. For R0.5-plane configuration, the Ua values of SF6/N2 (10/90) mixtures at 0.11 MPa and 0.15 MPa increase by 134.7% and 99.0%, respectively, as the electrodes gap distances is varied from 5 mm to 25 mm. At the same pressure level, the increasing rates of Ua values for R6-plane configuration are 78.7% and 70.3%, respectively. It can be seen that for both electrode configurations, the increasing rate of Ua values decrease as the pressure are increased from 0.11 MPa to 0.15 MPa. That is to say, the effect of electrodes gap distance in affecting the Ua values is more significant at 0.11 MPa. Meanwhile, as a function of pressure, it is observed that there is not much difference in Ua values under R0.5-plane configuration as the pressure is increased from 0.11 MPa to 0.15 MPa, especially at 25 mm electrodes gap distance, compared to R6-plane configurations.
  • 4. ◼ ISSN: 1693-6930 TELKOMNIKA Vol. 17, No. 5, October 2019: 2451-2456 2454 Figure 3. Mean AC breakdown voltage of SF6/N2 gas mixtures as a function of gap distance under different electrode configuration 3.3. Effect of Gas Pressure to the AC Breakdown Voltage Figure 4 shows the Ua values of SF6/N2 gas mixtures as a function of pressure for two different electrode configuration; R0.5-plane and R6-plane. For a comparison purpose, this section will focus only at 10 mm and 20 mm electrodes gap distance. As one can expect, the Ua values of SF6/N2 gas mixtures under R6-plane configuration are higher than R0.5-plane configuration for all pressure and both electrodes gap distances. However, it is found that the difference in Ua values between both electrodes configurations is more significant at 10 mm gap distance for all pressure. At 0.11 MPa, the Ua values differ about 33.6%. But, as the gap distance is increased to 20 mm, the effect of electrode configurations in affecting the Ua values is weaken, where the difference in Ua values reduce to 4.1%. From other point of view, it can be seen that the Ua values under R0.5-plane configuration with 20 mm gap is almost identical to R6-plane configuration with 10 mm gap, especially when the pressure is above 0.13 MPa. Figure 4. Comparison of AC breakdown voltage of SF6/N2 gas mixtures in different electrode configuration 3.4. Effect of Electrode Configurations to the Electric Field Behavior Figure 5 shows the field efficiency factor of R0.5-plane and R6-plane electrode configurations at a pressure of 0.11 MPa and various gap distances. The field efficiency factor, η is calculated using (2), where the average electric field, Emean for both electrode configurations are calculated using (3), while the maximum electric field, Emax for R0.5-plane and R6-plane configurations are calculated using (4) and (5), respectively [25]. To note, 𝑑 is the gap distance
  • 5. TELKOMNIKA ISSN: 1693-6930 ◼ AC breakdown behavior of SF6/N2 gas mixtures under non-uniform field... (H. Zainuddin) 2455 between high voltage and ground electrodes, while 𝑟 is the tip radius of the high voltage electrode. The η value indicates the uniformity of electric field between the electrodes where its value lies between 0 to 1. The closer the value of η to 1, the more uniform the electric field exists between the electrodes. Based on Figure 5, it can be seen that the value of η under R6-plane is higher than R0.5-plane at all gap distances. Meanwhile, a decreasing pattern of η values are observed for both electrode configurations as the gap distances are increased which suggesting a more non-uniform field exists between the electrodes. η = 𝐸 𝑚𝑒𝑎𝑛 𝐸 𝑚𝑎𝑥 (2) 𝐸 𝑚𝑒𝑎𝑛 = 𝑈 𝑎 𝑑 (3) 𝐸 𝑚𝑎𝑥 = 2𝑈 𝑎 𝑟 𝑙𝑛( 4 𝑑 𝑟 ) (4) 𝐸 𝑚𝑎𝑥 = 0.9 𝑈 𝑎 𝑑 𝑟+𝑑 𝑟 (5) Figure 5. Field efficiency factor of SF6/N2 gas mixtures as a function of gap distance under different electrode configurations 4. Conclusion In this study, a breakdown test subjected to AC voltage were conducted on the SF6/N2 gas mixtures for various gas mixture ratio, gas pressure, and electrode gap distance, under R0.5-plane and R6-plane electrode configurations. The amount of SF6 was set to 10%, while the pressure levels were varied at small range of 0.11 MPa to 0.15 MPa. Meanwhile, the gap distances between the electrodes were set at 5 mm to 25 mm with 5 mm interval. The results show that, for both electrodes configurations, the mean AC breakdown voltage, Ua of SF6/N2 gas mixtures increases as the pressure and electrodes gap distances are increased. It is also observed that the effect of electrodes gap distance is more significant at lowest pressure of 0.11 MPa compared to other pressure levels. Although the Ua values under R6-plane configuration is higher than R0.5-plane configuration, but, the difference in Ua values between these electrodes configuration is less significant as the gap distance is increased. In addition, it is found that the field efficiency factor value under R6-plane is higher than R0.5-plane configurations. References [1] A Haddad, D Warne. Advances in High Voltage Engineering. 1st ed. United Kingdom. The Institution of Engineering and Technology. 2004.
  • 6. ◼ ISSN: 1693-6930 TELKOMNIKA Vol. 17, No. 5, October 2019: 2451-2456 2456 [2] A Beroual, A Haddad. Recent Advances in the Quest for a New Insulation Gas with a Low Impact on the Environment to Replace Sulphur Hexafluoride (SF6) Gas in High-Voltage Power Network Applications. Energies. 2017; 10(8): 1216. [3] LG Christophorou, JK Olthoff, DS Green. Gases for Electrical Insulation and Arc Interruption: Possible Present and Future Alternatives to Pure SF6. NIST Tech. Note 1425, Natl. Inst. Stand. Technol. 1997. [4] D Koch. SF6 Properties, and Use in MV and HV Switchgear. Cashier Technique Schneider Electric 2003; 188. [5] S Xiao. et. al. A Review on SF6 Substitute Gases and Research Status of CF3I Gases. Energy Reports. 2018; 4: 486-496. [6] LG Christophorou, RJ Van Brunt. SF6/N2 mixtures: basic and HV insulation properties. IEEE Trans. Dielectr. Electr. Insul. 1995; 2(5): 952–1003. [7] L Niemeyer, FY Chu. SF6 and the Atmosphere. IEEE Trans. Electr. Insul. 1992; 27(1): 184–187. [8] Myhre G et. al. Anthropogenic and Natural Radiative Forcing. In: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. 2013. [9] C Liu. et. al. Mechanism of Formation of SF6 Decomposition Gas Products and its Identification by GC-MS and Electrochemical Methods: A Mini Review. Int. J. Electochem. Sci. 2005; 10: 4223-4231. [10] T Lin, D Han, X Jin, GQ Zhang. Experimental Study for SF6 Decomposition Byproducts Formation Mechanisms in 50Hz AC Corona Discharge and Flashover. Annual Report Conference on Electrical Insulation and Dielectric Phenomena. 2013: 1221-1224. [11] Y Kieffel, T Irwin, P Ponchon, J Owens. Green Gas to Replace SF6 in Electrical Grids. IEEE Power Energy Mag. 2016; 14(2): 32–39. [12] H. Okubo, A Beroual. Recent trend and future perspectives in electrical insulation techniques in relation to sulfur hexafluoride (SF6) substitutes for high voltage electric power equipment. IEEE Electr. Insul. Mag. 2011; 27(2): 34–42. [13] C Guo, at. al. Influence of Electric Field Non-Uniformity on Discharge Characteristics in SF6/N2 Gas Mixtures under Power Frequency Voltage. 2017 Electr. Insul. Conf. 2017: 74–77. [14] L Xin, S Changwang, L Xintao. Experiment on breakdown characteristics of SF6/N2 mixtures in short gap. in 2015 3rd International Conference on Electric Power Equipment–Switching Technology (ICEPE-ST). 2015: 402–406. [15] W Sun, Y Li, DS Zheng, RY Guo, XH Du. Insulation Characteristics of SF6/N2 Gas Mixtures and Applied Researches. 2013 IEEE Conf. Electr. Insul. Dielectr. Phenom. 2013: 879–882. [16] A Chvyreva, AJM Pemen, T Christen. Influence of SF6 admixtures to nitrogen on electrodeless streamer inception at an epoxy resin surface. IEEE Trans. Dielectr. Electr. Insul. 2016; 23(3): 1683–1689. [17] NH Malik, AH Qureshi. A review of electrical breakdown in mixtures of SF6 and other gases. IEEE Trans. Electric. Insul. 1979; 14: 1-13. [18] United Nations. Kyoto Protocol to the United Nations Framework Convention on Climate Change. Review of European Community and International Environmental Law. 1998; 7: 214–217. [19] P Osmokrović, M Stojkanović, K Stanković, M Vujisić, D Kovačević. Synergistic effect of SF6 and N2 gas mixtures on the dynamics of electrical breakdown. IEEE Trans. Dielectr. Electr. Insul. 2012; 19: 677-688. [20] C Guo, Q Zhang, T Wen. A Method for Synergistic Effect Evaluation of SF6/N2 Gas Mixtures. IEEE Trans. Dielectr. Electr. Insul. 2016; 23(1): 211-215. [21] C Guo, at. al. Influence of Electric Field Non-Uniformity on Breakdown Characteristics in SF6/N2 Gas Mixtures under Lightning Impulse. IEEE Trans. Electr. Insul. 2017; 24(4): 2248–2258. [22] A Zahari, H Zainuddin, MS Kamarudin, NF Ambo. Development of Test Vessel for Gas Insulation Breakdown Test. Int. J. Power Electron. Drive Syst. 2018; 9(2): 873–879. [23] BS EN 60060-1. High-voltage test techniques Part 1 : General definitions and test requirements. 2010. [24] MS Silberberg. Chemistry: The Molecular Nature of Matter and Change, 5th ed. Boston: McGraw-Hill. 2009: 206. [25] NF Ambo, H Zainuddin, MS Kamarudin, JM Wari, A Zahari. Finite Element Analysis of Maximum Electric Field for Air Breakdown Under Various Electrode Configurations. Indonesian Journal of Electrical Engineering and Computer Science. 2018; 10(2): 416–425.