-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes
A. Borghettia, G. M. Ferrazb, F. Napolitanoa, C.A. Nuccia, A.
Piantinic, F. Tossania
a. Dept. of Electrical, Electronic and Information Engineering,
University of Bologna, Bologna, Italyb. High Voltage Equipment
(HVEX), Itajubá, Brazil
c. Institute of Energy and Environment, University of Sao Paulo,
Sao Paulo, Brazil
[email protected]
mailto:[email protected]
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1. Introduction
2. Geometry of the Line, LIOV-EMTP Models and relevant
assumptions
3. Time domain analysis
4. Statistical analysis
5. Conclusions
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
-
1. Introduction
2. Geometry of the Line, LIOV-EMTP Models and relevant
assumptions
3. Time domain analysis
4. Statistical analysis
5. Conclusions
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
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• In some areas, it is convenient to install medium voltage (MV)
distribution lines on the same pylons or poles holding a high
voltage (HV) transmission line.
• Besides issues relevant to the electromagnetic coupling
between the MV and HV phase conductors, the lightning protection of
this double-circuit line configuration presents some peculiar
characteristic, which are the object of this
paper/presentation.
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
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• Aim of this paper providing some insight of the lightning
response of the multi-circuit configuration with particular focus
on the occurring flashover phenomena.
• To accomplish that, use is made of the LIOV-EMTP-RV software,
which has been suitably adapted to the specific characteristics of
the case under investigation.
• Results of some statistical analysis will be presented too in
this presentation.
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
-
1. Introduction
2. Geometry of the Line, LIOV-EMTP Models and relevant
assumptions
3. Time domain analysis
4. Statistical analysis
5. Conclusions
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Geometry of the double-circuit overhead line
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
The HV line has an OGW grounded at every pole.
The MV line (15 kV insulation class) has a compact structure:
insulated phase conductors (without shield) have reduced distances
secured by periodical spacers suspended by an upper un-energized
wire called Messenger.
Between two consecutive poles of the HV line, in the middle of
each span, there is a shorter MV pole, having the function of
sustaining the compact MV line. The span distance between the HV
line poles is 70 m.
Fig. 1. Geometry and EMTP model of the considered concrete poles
of the double-circuit overhead line: 69-kV transmission line.
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Fig. 1. Geometry and EMTP model of the considered concrete poles
of the double-circuit overhead line: 69-kV transmission line.
• Pole surge impedance Zp = 200 Ωaccording to the experimental
data of [K. Nakada, H. Sugimoto, and S. Yokoyama, “Experimental
facility for investigation of lightning performance of distribution
lines,” IEEE Trans. PWDR, 2003].
• The pole of the 69-kV configuration has been split in two
equal parts, one between the OGW connection and the M connection
and the other between point M and ground.
• Dumping resistance Rp = 33 Ω and Inductance Lp = 5.33 μH
according to [A. Ametani and T. Kawamura, “A method of a lightning
surge analysis recommend-ed in Japan using EMTP,” IEEE Trans. PWDR,
2005.]
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
• Insulation breakdown occurrence taken into account by means of
the Disruptive Effect (DE) criterion [M. Darveniza and A. E.
Vlastos, “The generalized integration method for predicting impulse
volt-time characteristics for non-standard wave shapes-a
theoretical basis,” IEEE Trans. EI 1988].
v(t) voltage at the pole insulatorV0 min voltage to be exceeded
before any breakdown process can startK dimensionless factort0 time
at which |v(t)| becomes greater than V0A flashover occurs if
integral D becomes greater than a constant value DE.
Table 1. Parameters assumed for the disruptive effect model
Voltage class (kV)
CFO (kV)
DE model parameters
V0 (kV)
K
DE (kVμs)
15 (with XLPE cable)
246
1
134
15 (bare conductor)
160
1
100
69
740
570
1.36
9180
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
• Assuming the critical flashover overvoltage (CFO) value for
the HV lines is known, the parameters of the DE-model of the HV
insulators are estimated by applying the following expressions
[e.g. W. A. Chisholm, “New challenges in lightning impulse
flashover modeling of air gaps and insulators,” IEEE El, 2010]
• For the MV line, DE model parameters have been inferred by
using the V-tcurve provided by experimental data obtained for the
15-kV spacer and the bare conductors.
• For the covered conductors, the contribution of the XLPE cover
(with thickness ranging from 2.3 to 3.3 mm) has been estimated by
adding 100 kV to the voltage peak amplitudes of the above mentioned
experimental curve for bare conductors [Wareing].
• The estimated V-t curve is in reasonable agreement with the
experimental data for covered conductors presented in [R. E. de
Souza, R. M. Gomes, G. S. Lima, F. H. Silveira, A. De Conti, and S.
Visacro, “Preliminary analysis of the impulse breakdown
characteristics of XLPE-covered cables used in compact distribution
lines,” in Proc. 2016 33rd ICLP].
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1 1.5 2 2.5 3 3.5 4 4.5 5 5.5 6
Time to breakdown ( s)
250
300
350
400
450
500
Vol
tage
(kV
)
Measured
Fitted
Modeled
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Fig 2 shows the V-t experimental data along with the V-t curve
obtained by means of the following function:
Fig. 2. Comparison between the V-tcurve fitted by using
experimental data with XLPE covering and the one predicted by the
DE model.
A, B and C are determined by a least-squares fitting
procedure.
Assuming k = 1 and a 1.2/50μs voltage impulse parameters of the
DE model (Table 1) are obtained by a nonlinear least-square
minimization of the differences between the times to breakdown
given by and the corresponding times given by
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
For the calculation of the induced voltages due to indirect
strikes we have assumed the shielding effect of nearby buildings as
negligible.
This effect has a significant influence on the lightning
performance of overhead lines in urban areas as shown in [F.
Tossani, A. Borghetti, F. Napolitano, A. Piantini, and C. A. Nucci,
“Lightning Performance of Overhead Power Distribution Lines in
Urban Areas,” IEEE Trans PWDR, 2017]
We have also neglected the effect of the lightning
electromagnetic pulse in the calculation of the overvoltages due to
direct strikes, as such a contribution has been shown to be minor
in [F. Tossani, F. Napolitano, A. Borghetti, C. A. Nucci, G. P.
Lopes, M. L. B. Martinez, and G. J. G. Dos Santos, “Estimation of
the influence of direct strokes on the lightning performance of
overhead distribution lines,” in 2015 IEEE Eindhoven PowerTech,
PowerTech 2015, Eindhoven, Netherlands, 2015]
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
10-4
10-2
100
102
104
106
Current (A)
2
2.5
3
3.5
4
4.5
5
5.5
Volta
ge (V
)
104
Figure 3. Characteristic of the SAs in the MV line.
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In the last decades significant improvements thanks to- more
accurate models- constantly increasing computer performance
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
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http://www.liov.ing.unibo.it
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
-
1. Introduction
2. Geometry of the Line, LIOV-EMTP Models and relevant
assumptions
3. Time domain analysis
4. Statistical analysis
5. Conclusions
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
M
D
RL
If not otherwise specified, the presence of SAs along the line
is not considered.
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Geometry
1400 m
50 m
Return stroke velocity 1.5×108 m/s Return stroke model
Transmission Line (TL). Channel-base current 70 kA, equivalent
Front time 3.8 μs
max di/dt = 26 kA/μs.
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
0 2 4 6 8 10 12 14
Time ( s)
0
50
100
150
200
250
300
350
Volta
ge (k
V)
M
L
D
R
Figure 4. Voltage induced in the MV conductors of the
double-circuit line. Rg = 20 Ω.
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Figure 5. Voltage induced in the MV conductors, in absence of HV
line. Rg=20 Ω.
0 2 4 6 8 10 12 14
Time ( s)
0
50
100
150
200
250
300
350
Volta
ge (k
V)
M
L
D
R
-
0 2 4 6 8 10 12 14
Time ( s)
0
50
100
150
200
250
300
350
Vol
tage
(kV
)
M
L
D
R
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Figure 4. Voltage induced in the MV conductors of the
double-circuit line. Rg = 20 Ω.
Figure 5. Voltage induced in the MV conductors, in absence of HV
line. Rg=20 Ω.
0 2 4 6 8 10 12 14
Time ( s)
0
50
100
150
200
250
300
350
Vol
tage
(kV
)
M
L
D
R
For both Fig. 4 and Fig. 5, the parameters for the DE model are
those for the case in which the conductors are covered with
XLPE.
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Fig. 6 same as Fig. 5 but bare MV conductors. The voltage
difference between conductors D and M is enough to cause a
flashover. In case the HV line is present, for the same lightning
return stroke, the phase to M voltage does not rise enough to cause
a flashover, mainly due to the higher ground potential rise.
0 2 4 6 8 10 12 14
Time ( s)
0
50
100
150
200
250
300
350
Vol
tage
(kV
)
M
L
D
R
Figure 6. Voltage induced in the MV conductors, in
absence of HV line.Flashover in phase D. Rg=20 Ω.
Bare conductors.
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
0 200 400 600 800 1000 1200 1400
m
-50
0
50
100
150
200
250
300
Volta
ge (k
V)
5.5 us
L
D
R
M
Figure 7. Voltage peak amplitudes in the MV line, in absence of
HV line, 5.5 μs after return stroke inception
-
0 200 400 600 800 1000 1200 1400
m
-50
0
50
100
150
200
250
300
Vol
tage
(kV
)
5.7667 us
L
D
R
M
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
The same situation is reported in Figure 8 but at t = 5.77 μs.
The blue circle represents a flashover between D and M in the pole
located in front of the return stroke location.
Figure 8. Voltage peak amplitudes in the MV line, in absence of
HV line, 5.77 μs after return stroke inception. Blue circle:
flashover in phase D.
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
In the simulations reported so far, in absence of further
experimental data, we have assumed the same DE-model parameters for
all the phases of the compact MV-line.
As shown in the previous figures, phase D is the one
experiencing the larger potential difference with respect to M.
However, due to the geometrical configuration of the spacer, it
might be reasonable to expect that phase D is also the one with the
highest withstand capability, since is the farthest from M.
It is therefore interesting to calculate the voltages in the
MV-line conductors calculated by neglecting flashovers in phase D,
as shown in Fig.9, next slide. The DE values of the lateral phases
are the same reported in Table 1 but the values of V0 are set to
155 kV and 154 kV for phase R and L, respectively (in order to
avoid simultaneous flashovers of both phases)
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
0 2 4 6 8 10 12 14
Time ( s)
0
50
100
150
200
250
300
350
Volta
ge (k
V)
M
L
D
R
Figure 9. Voltage induced in the MV conductors, in absence of HV
line. Flashover in phase L. Rg=20 Ω. Bare conductors.
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Geometry
DIRECT STROKESRg = 40 Ω Lightning channel impedance = 1 kΩ.
Channel-base current 31 kA, and 70 kA
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Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
Figure 10. Overvoltages in the 69-kV line due to a direct strike
to OGW in the middle of the line: a) HV conductors; b) MV
conductors
0 2 4 6 8 10 12 14
Time ( s)
-700
-600
-500
-400
-300
-200
-100
0
Vol
tage
(kV
)
OGW
Ph1
Ph2
Ph3
0 2 4 6 8 10 12 14
Time ( s)
-450
-400
-350
-300
-250
-200
-150
-100
-50
0
Vol
tage
(kV
)
M
L
D
R
We assume that the strike hits the messenger in the middle of
the line. By comparing Fig. 9and Fig. 10 it can be seen that the MV
line in the double circuit configuration is more protected also
against direct strikes respect to the compact configuration
alone.
31 kA 31 kA
-
0 200 400 600 800 1000 1200 1400
m
0
100
200
300
400
500
600
700
Volta
ge (k
V)
L
D
R
M
0 200 400 600 800 1000 1200 1400
m
0
100
200
300
400
500
600
700
Volta
ge (k
V)
L
D
R
M
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
70 kA70 kA
Figure 12. Maximum voltage peak amplitudes in the MV line due to
a direct strike to OGW at the line center. Blue circles: flashovers
phase D.
Figure 13. Maximum voltage peak amplitudes in the MV line due to
a direct strike to OGW at
the line center. Blue circles: flashovers in D. SAs every 280
m.
The blue circles represent flashovers in phase D. The first
flashover occurs at the pole struck by the lightning, which is also
the one experiencing the larger ground potential rise. The voltage
of the messenger, represented by the dashed thin line in Figure 11,
decreases rapidly as the distance from the line center increases.
At approximately 200 m from the line center the voltage potential
difference between M and D is again large enough to cause
flashovers in phase D of all the poles up to the line
terminations
-
1. Introduction
2. Geometry of the Line and LIOV-EMTP Models and relevant
assumptions
3. Time domain analysis
4. Statistical analysis
5. Conclusions
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
50 100 150 200 250 300
voltage (kV)
10 -2
10 -1
10 0
10 1
10 2
num
ber o
f eve
nts
havi
ng a
mpl
itude
larg
er th
an th
e ab
scis
sa/y
r/100
km
Total voltage - double-circuit line
Phase to ground - double-circuit line
Total voltage - MV line alone
Phase to ground - MV line alone
Comparison between the indirect lightning performance of the MV
line in the double-circuit configuration (69-kV pole) and alone.
Total voltage black Voltage respect to M red. Rg = 20 Ω,
σg=1mS/m.
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
50 100 150 200 250 300
voltage (kV)
10 -2
10 -1
10 0
10 1
10 2
num
ber
of e
vent
s ha
ving
am
plitu
de
larg
er th
an th
e ab
scis
sa/y
r/10
0km
Total voltage - Unprotected
Phase to ground - Unprotected
Total voltage - SAs every 280m
Phase to ground - SAs every 280m
Indirect lightning performance of the MV line in the
double-circuit configuration (69-kV) without SAs and with SAs (Rg =
20 Ω, σg=1mS/m).
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
0 100 200 300 400 500 600
voltage (kV)
10 -2
10 -1
10 0
10 1
10 2
num
ber o
f eve
nts
havi
ng a
mpl
itude
larg
er th
an th
e ab
scis
sa/y
r/100
km
Unprotected
SAs every 280m
SAs every 140m
Direct lightning performance (phase-to-ground voltages) of the
MV insulators in the double circuit line configuration (69-kV pole)
due to direct strikes with and without SAs. Rg = 20 Ω.
-
1. Introduction
2. Geometry of the Line and LIOV-EMTP Models and relevant
assumptions
3. Time domain analysis
4. Statistical analysis
5. Conclusions
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
-
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
• The developed multi conductor line model based on the
LIOV-EMTP-RV software, suitably adapted to the specific
characteristics of the case under investigation, represents a
powerful tool to study lightning-generated flashovers phenomena
occurring at any of the line conductor-insulator combination;
• Although the number of direct strikes increases in the
double-circuit configurations with respect to the MV line alone,
the groundings of the overhead ground wire and of the underbuilt
ground wire, when present, are overall quite effective in limiting
the voltage stress of the MV line;
• The voltage induced in the overhead ground wire is larger than
in the messenger, causing a significant ground potential rise that
reduces the voltage across spacers and insulators.
• A preliminary deterministic investigation is necessary prior
to any statistical study in order to be able to interpret the
relevant obtained results.
-
Carlo Alberto Nucci – Full
[email protected]
Alberto Borghetti – Associate
[email protected]
Fabio Napolitano – Researcher (Assistant
Professor)[email protected]
Fabio Tossani – Researcher (Assistant
Professor)[email protected]
Dino Zanobetti – Emeritus Professor [email protected]
University of Bologna Research Group Composition at April
‘18
PhD students
Stefano Lilla [email protected]
Camillo [email protected]
Diego Rios [email protected]
Transient Response of a Double-Circuit Line to Direct and
Indirect Lightning Strikes by A. Borghetti, G. M. Ferraz, F.
Napolitano, C.A. Nucci, A. Piantini, F. Tossani
VI Russian Conference on Lightning Protection, 17-19 April,
2018
mailto:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]
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