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Indonesian Journal of Electrical Engineering and Computer Science
Vol. 8, No. 1, October 2017, pp. 115 ~ 121
DOI: 10.11591/ijeecs.v8.i1.pp115-121  115
Received June 15, 2017; Revised August 21, 2017; Accepted September 10, 2017
Lightning Strike Impacts on Hybrid Photovoltaic-Wind
System
Zmnako Mohammed*, Hashim Hizam, Chandima Gomes
Department of Electrical and Electronic Engineering, University Putra Malaysia, 43400 UPM Serdang,
Selangor, Malaysia
*Corresponding author, e-mail: zmnako24@hotmail.com
Abstract
Study the impacts of lightning-induced transient overvoltage on a hybrid PV-Wind system has
been addressed in this work. Overvoltage that is generated due to lightning stroke travels along the system
where it can be very harmful to the expensive equipment of the system such as PV models, inverters,
charge controllers, batteries, transformers, and generator etc. The simulation model of a system has been
completed by using PSCAD/EMTDC software. The system comprises of 2 MW PV farm, battery system,
2.1 MW wind farm and loads which are all connected to the common AC bus and then to the utility grid
through an interfacing transformer. Lightning current is generated by using the double exponential
function, from the simulation results, when the lightning current is injected to the AC and DC sides of PV
system, the transient current and voltage have appeared at different points of the hybrid system. The
results were obtained for 8/20 μs and 10/350 μs standards lightning waveforms with current magnitude of
100 kA.
Keywords: Hybrid PV-Wind system modeling, Lightning, Transient impact, Overvoltage, Overcurrent
Copyright © 2017 Institute of Advanced Engineering and Science. All rights reserved.
1. Introduction
Renewable energy based on hybrid systems such as a combined generation of wind
turbine and PV power has become more popular due to some significant factors like clean and
pollution free, absence of fuel costs, security supply of electricity to clienteles, increased power
reliability and availability, liberalization of the electricity market and grid support [1]. The hybrid
system can also provide constant power supply and overcome the discontinuous issue in output
power in standalone renewable energy source caused by natural factors. The hybrid PV-Wind
system, however, has some issues, particularly those associated to transient overvoltage and
current caused by direct or indirect lightning stroke, this is due to their expanded surface in
wide-open areas and installation position. Lightning is a high impulsive electrostatic discharge
generated during a thunderstorm that considers very complex physics which is not fully
understood [2].
The transient current and voltage resulted from lightning stroke travel across the
system, which can damage equipment and component specs such as (insulators, inverters,
energy storage system, transformers, generator, etc.) [3]. In the previews works, several studies
have been done on the effects of lightning strokes on the PV and wind turbine systems either
experimentally by performing (laboratory or field measurement) [4-6] or theoretically by using
appropriate (simulation tools) [7-10]. In this work, lightning effects on the grid-connected hybrid
PV-Wind system will be investigated to find the transient overvoltage and current peak values,
energy dissipation. These obtained parameters from the simulation can be used to design the
lightning protection measure that is suitable to protect the hybrid system.
2.Modelling of the System in PSCAD
The 4.1 MW hybrid PV-Wind system design is completed by using PSCAD/EMTDC
software. It consists of 2 MW PV farm, battery system, 2.1 MW wind farm and RLC load, the
whole system connected to the grid through interfacing transformer. The transformer provides
electrical isolation between the grid and hybrid system and raises the voltage from 0.480 kV to
33 kV; the system is operated at a frequency of 60 Hz.
 ISSN: 2502-4752
IJEECS Vol. 8, No. 1, October 2017 : 115 – 121
116
Figure 1. Hybrid PV-Wind system
2.1 PV Farm Model
PV is a type of renewable energy which is a term that converts the sunlight to electrical
power by the solar cell; it’s made up of boron-doped (P-type) silicon and phosphorus-doped (N-
type) silicon called the P-N junction. Solar cells can produce electrical energy as long as there is
sunlight [11-12]. In this work five units of PV system were modeled to produce of 2MW output
power, each unit contains 4730 modules. The produced DC power of each unit is converted to
AC power by using a voltage source inverter (VSI). The inverter is a three-phase configuration
which comprises of six IGBT switches, 7800 µF dc-link capacitor, LCL filter, and control system
to generate firing pulses for the switches.
The inverter control system was implemented by using current control technique, it
depends on the Clarke and Park transformations, the grid voltage and currents are transformed
from stationary reference (ABC) coordinates into a synchronous reference frame (DQ)
coordinate, to obtain the required phase angle for ABC-DQ transformation a phase-locked loop
(PLL) algorithm was used. After that the output of inverter regulated by using a proportional-
integral (PI) controller. The coordinate DQ axis of the reference voltage is converted back to the
voltage reference in the ABC axis using the Inverse Park Transformation. These produced
voltage references are used to generate the gate pulses for the switching device (IGBTs) with
the help of pulse width modulation (PWM) technique [13-15].
2.2 Wind Farm Model
The wind farm is modelled with rated capacity 2.1 MW using fixed-speed wind turbine
connected to induction generator [16-17], the generator works to convert the mechanical power
of the rotor into electrical power. Models related to wind energy, including a wind source model,
wind turbine, generator, and governors are provided by PSCAD library. The rated voltage of the
wind farm is set at 690 V. The output of a wind farm was connected to a step-down transformer
rated at 0.690 kV/0.480 kV and then to a common bus.
Table 1. The parameters of wind farm
Wind Turbine and Induction Generator Specifications
Turbine & generator rated power 2.1 [MVA]
Rotor blade radius (r) 40 m
Rotor area 5026 m2
Air density (𝜌) 1.23 kg/m3
Wind speed (υ) 12 m/s
Mechanical speed of wind turbine [rad/s] 314
Power coefficient (Cp) 0.4 m
Operating frequency of the system (F) 60 Hz
IJEECS ISSN: 2502-4752 
Lightning Strike Impacts on Hybrid Photovoltaic-Wind System (Zmnako Mohammed)
117
The following Equations describe the output power of wind turbine [18]:
2
A rπ= (1)
2
40A π= ×
2
5026m=
𝑃 =
1
2
𝜌𝜌𝑣3
𝐶 𝑝 (2)
𝑃 =
1
2
× 1.23 × 5026 × 123
× 0.4
𝑃 = 2.13 𝑀𝑀
2.3 Lightning Stroke Module
Two lightning currents have been modeled by using double exponential function in this
work as it is given in formula;
𝐼(𝑡) = 𝑘𝐼0 (𝑒−∝𝑡
− 𝑒−𝛽𝛽
) (3)
Where 𝐼0 is surge current magnitude, k is correction factor, 𝛼 and 𝛽 are exponential
constants that need to be found to derive decay time and rise time of the lightning current
impulse waveform [19-20]. The design of the lightning model is shown in Figure 2.
Figure 2. Lightning current model in PSCAD
Two different lightning impulse waveforms 8/20 μs and 10/350 μs with peak current 100
kA have been injected into the system in two different simulation cases.
3.Results and Discussions
To study the effect of transient overvoltage caused by direct lightning stroke the
PSCAD/EMTDC simulation design of the 4.1 MW hybrid systems is done and the results were
obtained under normal operation without injection of lightning current as shown in Figures 3-5.
Then, different lightning strokes were injected to different points of the system (AC and DC)
sides of the PV farm to establish the overvoltage (see Figure 6).
Figure 3. Output power of the hybrid system
 ISSN: 2502-4752
IJEECS Vol. 8, No. 1, October 2017 : 115 – 121
118
Figure 4. Output voltage of the hybrid system
Figure 5. Output current of the hybrid system
Figure 6. Lightning striking points at the system
Case 1: 8/20 μs, 100 kA lightning current waveform [21] with a single initial peak (see
Figure 7) was injected into PV system at the both sides of the inverter (DC and AC) separately.
Firstly, the lightning surge current was injected at the DC side which is between DC link
capacitor and PV array. Secondly, the lightning surge was injected to the AC side of PV inverter,
the results of the transient current and voltage due to 100 kA lightning current is shown in
Tables 2 when no surge arresters are used for protection.
IJEECS ISSN: 2502-4752 
Lightning Strike Impacts on Hybrid Photovoltaic-Wind System (Zmnako Mohammed)
119
Figure 7. The 8/20 μs, 100 kA lightning impulse waveform
Table 2. transient current and voltage due to 8/20 µs, 100 kA lightning surge
Lightning at DC side of the PV inverter
I & V at PV System I & V at Wind
System
I & V at
Battery
I & V at Load I & V at Grid
Side
DC AC AC AC AC AC AC
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
100.5 0.231 33.33 5.63 -1.21 8.85 0 5.63 0.0013 5.63 33.60 5.63
Lightning at AC side of the PV inverter
66.65 0.244 33.33 5.63 -1.21 8.85 0 5.63 0.0013 5.63 33.60 5.63
Case 2: the same simulations of the first case ware repeated but with 10/350 μs, 100
kA lightning current, Table 3 shows transient current and voltage for this case.
Figure 8. The 10/350 μs, 100 kA lightning impulse waveform
Table 3. transient current and voltage due to 10/350 µs, 100 kA lightning surge
Lightning at DC side of the PV inverter
I & V at PV System I & V at Wind
System
I & V at
Battery
I & V at Load I & V at Grid
Side
DC AC AC AC AC AC AC
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
I
(kA)
V
(kV)
100.54 3.4 33.35 7.65 0.61 11.96 0 7.65 0.016 7.65 33.45 7.65
Lightning at AC side of the PV inverter
66.69 2.4 33.35 7.65 0.62 11.96 0 7.65 0.016 7.65 33.45 7.65
 ISSN: 2502-4752
IJEECS Vol. 8, No. 1, October 2017 : 115 – 121
120
From the results which are shown in the Tables 1 and 2, an extremely high transient current and
voltage were observed for both simulation cases when the lightning current was injected to DC
and AC sides of PV inverter. The maximum overvoltage’s value (Vmax) that is appeared on the
system is 11.96 kV for the second simulation case while the value of Vmax is 8.85 kV for the
first case. The maximum value of transient current is 100.54 kA for DC side and 33.35 kA for AC
side which is the nearest point to the lightning strike. These transient current travel to the grid
side through an inverter and propagates overvoltage in the hybrid system; serious damage
might be caused to the equipment such (inverters, converters, transformers, insulators and
connected loads in the hybrid system due to this large overvoltage, this depends on impulse
withstand voltage of each equipment. These vital results are required to select SPDs with a
most suitable rating for lightning protection of hybrid system equipment as the selection of SPDs
to depend on threat level (Vmax), waveform rise time, maximum energy and impulse withstand
voltage.
4.Conclusion
The effect of lightning was investigated on the 4.1 MW hybrid PV-Wind system by using
PSCAD/EMTDC software. The results were obtained for two different waveforms of lightning
surge currents that were injected to various points of the hybrid system in separate simulation
cases. The investigation of lightning impact has been performed for the 8/20 µs and 10/350 µs
lightning impulses. The system becomes unhealthy due to a transient overvoltage and current
that appears when a high impulse lightning struck the system. According to the simulation
results, the peak value of transient current observed at the nearest point to the stroke. This
information is important to select a suitable lightning protective device with the most appropriate
ratings for the hybrid system’s equipment/ component specs.
Acknowledgement
The authors would like to thank the Centre for Electromagnetic and Lightning Protection
Research (CELP) and the Department of Electrical and Electronic Engineering, University Putra
Malaysia for their invaluable support and facilities which lead to the successful completion of
this work.
References
[1] Massoud A, Ahmed K, Finney S, Williams B. Harmonic distortion-based island detection technique for
inverter-based distributed generation. IET Renewable Power Generation. 2009;3(4):493-507.
[2] Emam MR. Modelling of Tall-Structure Lightning Return-Stroke Current Using the Electromagnetic
Transients Program: Ryerson University; 2015.
[3] Yang H, Liu X, editors. Design of PV charge and discharge controller in insulator monitoring system.
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd
International Conference on; IEEE. 2011.
[4] Hernandez YM, Ioannidis D, Ferlas G, Tsovilis EGT, Politis Z, Samaras K, editors. An experimental
approach of the transient effects of lightning currents on the overvoltage protection system in MW-
class photovoltaic plants. Lightning Protection (ICLP), IEEE. 2014 International Conference o; 2014.
[5] Rachidi F, Rubinstein M, Montanya J, Bermudez J-L, Sola RR, Sola G, et al. A review of current
issues in lightning protection of new-generation wind-turbine blades. IEEE Transactions on Industrial
Electronics. 2008; 55(6): 2489-96.
[6] Yokoyama S. Lightning protection of wind turbine blades. Electric Power Systems Research. 2013;
94: 3-9.
[7] Ittarat S, Hiranvarodom S, Plangklang B. A computer program for evaluating the risk of lightning
impact and for designing the installation of lightning rod protection for photovoltaic system. Energy
Procedia. 2013; 34: 318-25.
[8] Tu Y, Zhang C, Hu J, Wang S, Sun W, Li H. Research on lightning overvoltages of solar arrays in a
rooftop photovoltaic power system. Electric Power Systems Research. 2013; 94: 10-5.
[9] Yasuda Y, Uno N, Kobayashi H, Funabashi T. Surge analysis on wind farm when winter lightning
strikes. IEEE Transactions on Energy Conversion. 2008; 23(1): 257-62.
[10] Rodrigues RB, Mendes VMF, Catalão JPdS. Protection of wind energy systems against the indirect
effects of lightning. Renewable energy. 2011; 36(11): 2888-96.
[11] Center FSE. Installing Photovoltaic Systems. A question and answer guide for solar electric systems.
1999.
IJEECS ISSN: 2502-4752 
Lightning Strike Impacts on Hybrid Photovoltaic-Wind System (Zmnako Mohammed)
121
[12] Mohd Hisanuddin Z. Study On Lightning Protection For PV System. 2012.
[13] Daud M, Mohamed A, Hannan M. Optimal Control of Hybrid Photovoltaic/Battery Energy Storage
System for Mitigating Voltage Sag. Journal of Asian Scientific Research. 2012; 2(11): 626.
[14] Kim S-K, Jeon J-H, Cho C-H, Kim E-S, Ahn J-B. Modeling and simulation of a grid-connected PV
generation system for electromagnetic transient analysis. Solar Energy. 2009; 83(5): 664-78.
[15] Kalbat A, editor PSCAD simulation of grid-tied photovoltaic systems and Total Harmonic Distortion
analysis. Electric Power and Energy Conversion Systems (EPECS). 2013 3rd International
Conference on. IEEE. 2013.
[16] Kim S-K, Kim E-S, Yoon J-Y, Kim H-Y, editors. PSCAD/EMTDC based dynamic modeling and
analysis of a variable speed wind turbine. Power Engineering Society General Meeting, 2004 IEEE;
2004: IEEE.
[17] Khamis A, Mohamed A, Shareef H, Ayob A. Modeling and simulation of small scale microgrid system.
Australian Journal of Basic and Applied Sciences. 2012; 6(9): 412-21.
[18] Simoes M, Palle B, Chakraborty S, Uriarte C. Electrical Model Development and Validation for
Distributed Resources. DOE-NREL report under contract no DE-AC36–99-G010337. 2007.
[19] Hassan H, Nadeem M, Khan IA. Evaluation of the Transient Overvoltage Stresses on 132 kV Power
Transmission Network. Evaluation. 2013; 3(12).
[20] Jia W, Xiaoqing Z, editors. Double-exponential expression of lightning current waveforms.
Environmental Electromagnetics. IEEE. The 2006 4th Asia-Pacific Conference on; 2006.
[21] Syahirah A. Design and evaluation of metal oxide surge arrester parameters for lightning over
voltages/Syahirah Abd. Halim: University of Malaya; 2016.

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14 9737 lightning paper id 0005 edit septian

  • 1. Indonesian Journal of Electrical Engineering and Computer Science Vol. 8, No. 1, October 2017, pp. 115 ~ 121 DOI: 10.11591/ijeecs.v8.i1.pp115-121  115 Received June 15, 2017; Revised August 21, 2017; Accepted September 10, 2017 Lightning Strike Impacts on Hybrid Photovoltaic-Wind System Zmnako Mohammed*, Hashim Hizam, Chandima Gomes Department of Electrical and Electronic Engineering, University Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia *Corresponding author, e-mail: zmnako24@hotmail.com Abstract Study the impacts of lightning-induced transient overvoltage on a hybrid PV-Wind system has been addressed in this work. Overvoltage that is generated due to lightning stroke travels along the system where it can be very harmful to the expensive equipment of the system such as PV models, inverters, charge controllers, batteries, transformers, and generator etc. The simulation model of a system has been completed by using PSCAD/EMTDC software. The system comprises of 2 MW PV farm, battery system, 2.1 MW wind farm and loads which are all connected to the common AC bus and then to the utility grid through an interfacing transformer. Lightning current is generated by using the double exponential function, from the simulation results, when the lightning current is injected to the AC and DC sides of PV system, the transient current and voltage have appeared at different points of the hybrid system. The results were obtained for 8/20 μs and 10/350 μs standards lightning waveforms with current magnitude of 100 kA. Keywords: Hybrid PV-Wind system modeling, Lightning, Transient impact, Overvoltage, Overcurrent Copyright © 2017 Institute of Advanced Engineering and Science. All rights reserved. 1. Introduction Renewable energy based on hybrid systems such as a combined generation of wind turbine and PV power has become more popular due to some significant factors like clean and pollution free, absence of fuel costs, security supply of electricity to clienteles, increased power reliability and availability, liberalization of the electricity market and grid support [1]. The hybrid system can also provide constant power supply and overcome the discontinuous issue in output power in standalone renewable energy source caused by natural factors. The hybrid PV-Wind system, however, has some issues, particularly those associated to transient overvoltage and current caused by direct or indirect lightning stroke, this is due to their expanded surface in wide-open areas and installation position. Lightning is a high impulsive electrostatic discharge generated during a thunderstorm that considers very complex physics which is not fully understood [2]. The transient current and voltage resulted from lightning stroke travel across the system, which can damage equipment and component specs such as (insulators, inverters, energy storage system, transformers, generator, etc.) [3]. In the previews works, several studies have been done on the effects of lightning strokes on the PV and wind turbine systems either experimentally by performing (laboratory or field measurement) [4-6] or theoretically by using appropriate (simulation tools) [7-10]. In this work, lightning effects on the grid-connected hybrid PV-Wind system will be investigated to find the transient overvoltage and current peak values, energy dissipation. These obtained parameters from the simulation can be used to design the lightning protection measure that is suitable to protect the hybrid system. 2.Modelling of the System in PSCAD The 4.1 MW hybrid PV-Wind system design is completed by using PSCAD/EMTDC software. It consists of 2 MW PV farm, battery system, 2.1 MW wind farm and RLC load, the whole system connected to the grid through interfacing transformer. The transformer provides electrical isolation between the grid and hybrid system and raises the voltage from 0.480 kV to 33 kV; the system is operated at a frequency of 60 Hz.
  • 2.  ISSN: 2502-4752 IJEECS Vol. 8, No. 1, October 2017 : 115 – 121 116 Figure 1. Hybrid PV-Wind system 2.1 PV Farm Model PV is a type of renewable energy which is a term that converts the sunlight to electrical power by the solar cell; it’s made up of boron-doped (P-type) silicon and phosphorus-doped (N- type) silicon called the P-N junction. Solar cells can produce electrical energy as long as there is sunlight [11-12]. In this work five units of PV system were modeled to produce of 2MW output power, each unit contains 4730 modules. The produced DC power of each unit is converted to AC power by using a voltage source inverter (VSI). The inverter is a three-phase configuration which comprises of six IGBT switches, 7800 µF dc-link capacitor, LCL filter, and control system to generate firing pulses for the switches. The inverter control system was implemented by using current control technique, it depends on the Clarke and Park transformations, the grid voltage and currents are transformed from stationary reference (ABC) coordinates into a synchronous reference frame (DQ) coordinate, to obtain the required phase angle for ABC-DQ transformation a phase-locked loop (PLL) algorithm was used. After that the output of inverter regulated by using a proportional- integral (PI) controller. The coordinate DQ axis of the reference voltage is converted back to the voltage reference in the ABC axis using the Inverse Park Transformation. These produced voltage references are used to generate the gate pulses for the switching device (IGBTs) with the help of pulse width modulation (PWM) technique [13-15]. 2.2 Wind Farm Model The wind farm is modelled with rated capacity 2.1 MW using fixed-speed wind turbine connected to induction generator [16-17], the generator works to convert the mechanical power of the rotor into electrical power. Models related to wind energy, including a wind source model, wind turbine, generator, and governors are provided by PSCAD library. The rated voltage of the wind farm is set at 690 V. The output of a wind farm was connected to a step-down transformer rated at 0.690 kV/0.480 kV and then to a common bus. Table 1. The parameters of wind farm Wind Turbine and Induction Generator Specifications Turbine & generator rated power 2.1 [MVA] Rotor blade radius (r) 40 m Rotor area 5026 m2 Air density (𝜌) 1.23 kg/m3 Wind speed (υ) 12 m/s Mechanical speed of wind turbine [rad/s] 314 Power coefficient (Cp) 0.4 m Operating frequency of the system (F) 60 Hz
  • 3. IJEECS ISSN: 2502-4752  Lightning Strike Impacts on Hybrid Photovoltaic-Wind System (Zmnako Mohammed) 117 The following Equations describe the output power of wind turbine [18]: 2 A rπ= (1) 2 40A π= × 2 5026m= 𝑃 = 1 2 𝜌𝜌𝑣3 𝐶 𝑝 (2) 𝑃 = 1 2 × 1.23 × 5026 × 123 × 0.4 𝑃 = 2.13 𝑀𝑀 2.3 Lightning Stroke Module Two lightning currents have been modeled by using double exponential function in this work as it is given in formula; 𝐼(𝑡) = 𝑘𝐼0 (𝑒−∝𝑡 − 𝑒−𝛽𝛽 ) (3) Where 𝐼0 is surge current magnitude, k is correction factor, 𝛼 and 𝛽 are exponential constants that need to be found to derive decay time and rise time of the lightning current impulse waveform [19-20]. The design of the lightning model is shown in Figure 2. Figure 2. Lightning current model in PSCAD Two different lightning impulse waveforms 8/20 μs and 10/350 μs with peak current 100 kA have been injected into the system in two different simulation cases. 3.Results and Discussions To study the effect of transient overvoltage caused by direct lightning stroke the PSCAD/EMTDC simulation design of the 4.1 MW hybrid systems is done and the results were obtained under normal operation without injection of lightning current as shown in Figures 3-5. Then, different lightning strokes were injected to different points of the system (AC and DC) sides of the PV farm to establish the overvoltage (see Figure 6). Figure 3. Output power of the hybrid system
  • 4.  ISSN: 2502-4752 IJEECS Vol. 8, No. 1, October 2017 : 115 – 121 118 Figure 4. Output voltage of the hybrid system Figure 5. Output current of the hybrid system Figure 6. Lightning striking points at the system Case 1: 8/20 μs, 100 kA lightning current waveform [21] with a single initial peak (see Figure 7) was injected into PV system at the both sides of the inverter (DC and AC) separately. Firstly, the lightning surge current was injected at the DC side which is between DC link capacitor and PV array. Secondly, the lightning surge was injected to the AC side of PV inverter, the results of the transient current and voltage due to 100 kA lightning current is shown in Tables 2 when no surge arresters are used for protection.
  • 5. IJEECS ISSN: 2502-4752  Lightning Strike Impacts on Hybrid Photovoltaic-Wind System (Zmnako Mohammed) 119 Figure 7. The 8/20 μs, 100 kA lightning impulse waveform Table 2. transient current and voltage due to 8/20 µs, 100 kA lightning surge Lightning at DC side of the PV inverter I & V at PV System I & V at Wind System I & V at Battery I & V at Load I & V at Grid Side DC AC AC AC AC AC AC I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) 100.5 0.231 33.33 5.63 -1.21 8.85 0 5.63 0.0013 5.63 33.60 5.63 Lightning at AC side of the PV inverter 66.65 0.244 33.33 5.63 -1.21 8.85 0 5.63 0.0013 5.63 33.60 5.63 Case 2: the same simulations of the first case ware repeated but with 10/350 μs, 100 kA lightning current, Table 3 shows transient current and voltage for this case. Figure 8. The 10/350 μs, 100 kA lightning impulse waveform Table 3. transient current and voltage due to 10/350 µs, 100 kA lightning surge Lightning at DC side of the PV inverter I & V at PV System I & V at Wind System I & V at Battery I & V at Load I & V at Grid Side DC AC AC AC AC AC AC I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) I (kA) V (kV) 100.54 3.4 33.35 7.65 0.61 11.96 0 7.65 0.016 7.65 33.45 7.65 Lightning at AC side of the PV inverter 66.69 2.4 33.35 7.65 0.62 11.96 0 7.65 0.016 7.65 33.45 7.65
  • 6.  ISSN: 2502-4752 IJEECS Vol. 8, No. 1, October 2017 : 115 – 121 120 From the results which are shown in the Tables 1 and 2, an extremely high transient current and voltage were observed for both simulation cases when the lightning current was injected to DC and AC sides of PV inverter. The maximum overvoltage’s value (Vmax) that is appeared on the system is 11.96 kV for the second simulation case while the value of Vmax is 8.85 kV for the first case. The maximum value of transient current is 100.54 kA for DC side and 33.35 kA for AC side which is the nearest point to the lightning strike. These transient current travel to the grid side through an inverter and propagates overvoltage in the hybrid system; serious damage might be caused to the equipment such (inverters, converters, transformers, insulators and connected loads in the hybrid system due to this large overvoltage, this depends on impulse withstand voltage of each equipment. These vital results are required to select SPDs with a most suitable rating for lightning protection of hybrid system equipment as the selection of SPDs to depend on threat level (Vmax), waveform rise time, maximum energy and impulse withstand voltage. 4.Conclusion The effect of lightning was investigated on the 4.1 MW hybrid PV-Wind system by using PSCAD/EMTDC software. The results were obtained for two different waveforms of lightning surge currents that were injected to various points of the hybrid system in separate simulation cases. The investigation of lightning impact has been performed for the 8/20 µs and 10/350 µs lightning impulses. The system becomes unhealthy due to a transient overvoltage and current that appears when a high impulse lightning struck the system. According to the simulation results, the peak value of transient current observed at the nearest point to the stroke. This information is important to select a suitable lightning protective device with the most appropriate ratings for the hybrid system’s equipment/ component specs. Acknowledgement The authors would like to thank the Centre for Electromagnetic and Lightning Protection Research (CELP) and the Department of Electrical and Electronic Engineering, University Putra Malaysia for their invaluable support and facilities which lead to the successful completion of this work. References [1] Massoud A, Ahmed K, Finney S, Williams B. Harmonic distortion-based island detection technique for inverter-based distributed generation. IET Renewable Power Generation. 2009;3(4):493-507. [2] Emam MR. Modelling of Tall-Structure Lightning Return-Stroke Current Using the Electromagnetic Transients Program: Ryerson University; 2015. [3] Yang H, Liu X, editors. Design of PV charge and discharge controller in insulator monitoring system. Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on; IEEE. 2011. [4] Hernandez YM, Ioannidis D, Ferlas G, Tsovilis EGT, Politis Z, Samaras K, editors. An experimental approach of the transient effects of lightning currents on the overvoltage protection system in MW- class photovoltaic plants. Lightning Protection (ICLP), IEEE. 2014 International Conference o; 2014. [5] Rachidi F, Rubinstein M, Montanya J, Bermudez J-L, Sola RR, Sola G, et al. A review of current issues in lightning protection of new-generation wind-turbine blades. IEEE Transactions on Industrial Electronics. 2008; 55(6): 2489-96. [6] Yokoyama S. Lightning protection of wind turbine blades. Electric Power Systems Research. 2013; 94: 3-9. [7] Ittarat S, Hiranvarodom S, Plangklang B. A computer program for evaluating the risk of lightning impact and for designing the installation of lightning rod protection for photovoltaic system. Energy Procedia. 2013; 34: 318-25. [8] Tu Y, Zhang C, Hu J, Wang S, Sun W, Li H. Research on lightning overvoltages of solar arrays in a rooftop photovoltaic power system. Electric Power Systems Research. 2013; 94: 10-5. [9] Yasuda Y, Uno N, Kobayashi H, Funabashi T. Surge analysis on wind farm when winter lightning strikes. IEEE Transactions on Energy Conversion. 2008; 23(1): 257-62. [10] Rodrigues RB, Mendes VMF, Catalão JPdS. Protection of wind energy systems against the indirect effects of lightning. Renewable energy. 2011; 36(11): 2888-96. [11] Center FSE. Installing Photovoltaic Systems. A question and answer guide for solar electric systems. 1999.
  • 7. IJEECS ISSN: 2502-4752  Lightning Strike Impacts on Hybrid Photovoltaic-Wind System (Zmnako Mohammed) 121 [12] Mohd Hisanuddin Z. Study On Lightning Protection For PV System. 2012. [13] Daud M, Mohamed A, Hannan M. Optimal Control of Hybrid Photovoltaic/Battery Energy Storage System for Mitigating Voltage Sag. Journal of Asian Scientific Research. 2012; 2(11): 626. [14] Kim S-K, Jeon J-H, Cho C-H, Kim E-S, Ahn J-B. Modeling and simulation of a grid-connected PV generation system for electromagnetic transient analysis. Solar Energy. 2009; 83(5): 664-78. [15] Kalbat A, editor PSCAD simulation of grid-tied photovoltaic systems and Total Harmonic Distortion analysis. Electric Power and Energy Conversion Systems (EPECS). 2013 3rd International Conference on. IEEE. 2013. [16] Kim S-K, Kim E-S, Yoon J-Y, Kim H-Y, editors. PSCAD/EMTDC based dynamic modeling and analysis of a variable speed wind turbine. Power Engineering Society General Meeting, 2004 IEEE; 2004: IEEE. [17] Khamis A, Mohamed A, Shareef H, Ayob A. Modeling and simulation of small scale microgrid system. Australian Journal of Basic and Applied Sciences. 2012; 6(9): 412-21. [18] Simoes M, Palle B, Chakraborty S, Uriarte C. Electrical Model Development and Validation for Distributed Resources. DOE-NREL report under contract no DE-AC36–99-G010337. 2007. [19] Hassan H, Nadeem M, Khan IA. Evaluation of the Transient Overvoltage Stresses on 132 kV Power Transmission Network. Evaluation. 2013; 3(12). [20] Jia W, Xiaoqing Z, editors. Double-exponential expression of lightning current waveforms. Environmental Electromagnetics. IEEE. The 2006 4th Asia-Pacific Conference on; 2006. [21] Syahirah A. Design and evaluation of metal oxide surge arrester parameters for lightning over voltages/Syahirah Abd. Halim: University of Malaya; 2016.