SlideShare a Scribd company logo
1 of 8
Download to read offline
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Vol. 18, No. 6, December 2020, pp. 3202~3209
ISSN: 1693-6930, accredited First Grade by Kemenristekdikti, Decree No: 21/E/KPT/2018
DOI: 10.12928/TELKOMNIKA.v18i6.13433  3202
Journal homepage: http://journal.uad.ac.id/index.php/TELKOMNIKA
Integrated arrangement of advanced power electronics through
hybrid smart grid system
Nelly Safitri1
, A. M. Shiddiq Yunus2
, Fauzi3
, Naziruddin4
1,3,4
Department of Electrical Engineering, Politeknik Negeri Lhokseumawe, Indonesia
2
Department of Mechanical Engineering, Politeknik Negeri Ujung Pandang, Indonesia
Article Info ABSTRACT
Article history:
Received Jun 28, 2019
Revised Jun 25, 2020
Accepted Jul 9, 2020
As an enabler component for renewable energy integration, power electronics
(PE) technology in smart grid system is one of the most important issues of
development the electrification, decentralization and information-
technology/operation-technology (IT/OT) digitization within the electrical
energy transmission and distribution systems. The arrangement of PE may
different along the feeder either for grid-connected photovoltaic (PV), wind
turbine, fuel cells, wave energy system and battery storage unit, respectively.
This is due to the electric voltage that might need to be converted from
alternating current (AC) to direct current (DC) and vice versa. For that reason,
this paper proposed a concept of advanced PE as an integrated arrangement of
several AC/DC/AC- and DC/AC-converters in such ways that support the
previously mentioned grid-connected hybrid renewable energy sources and
distributed generators (DGs) along the distribution feeder. Additionally, for
the system that supported by battery storage unit, then this hybrid smart grid
concept might become the answer for future utility needs.
Keywords:
Battery storage unit
Distributed generators
Fuel cell
Hybrid smartgrid
Photovoltaic
Power electronics
Wave energy
Wind turbine
This is an open access article under the CC BY-SA license.
Corresponding Author:
Nelly Safitri,
Department of Electrical Engineering,
Politeknik Negeri Lhokseumawe,
Banda Aceh-Medan St. Km. 280 Buketrata Lhokseumawe, Aceh, Indonesia.
Email: nellysafitri@pnl.ac.id
1. INTRODUCTION
Power electronics (PE) arrangement is commonly divided as electrical energy transmission and
distribution systems [1]. As the transmission in modern energy system is basically composed of high voltage
direct current (HVDC) and or directly flexible alternating current transmission system (FACTS). In [1] also states
that both HVDC and FACTS are essential to use enormous filters and no opportunity of supply power to
end-users on the side from which the source is disconnected. Subsequently, the distribution system composed of
PE converters and controllers that matching the distributed generators (DGs), power line, and energy storages.
As the integration of DGs into the distribution system, the distribution controls and protection
conventionally put into account and also designed only for uni-directional power flow. However, a wide array
of DG unit then is creating unique challenges in the grid as two-way directional power flow of the voltage
regulation anxieties [2]. The high penetration level of DG units and large single-phase loads might lead to
various problems and operational limit faults in electric power distribution systems. Although voltages are
usually well balanced at the supply side, they can become unbalanced at the customer side due to the unequal
system impedances, non-uniform distribution of single-phase loads and DG units [3-5].
TELKOMNIKA Telecommun Comput El Control 
Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri)
3203
A modern smart grid energy system, which incorporates renewable energy sources (i.e., photovoltaics
(PV), wind power, fuel cells and wave energy), and the inclusion of battery as the energy storage, might
integrate through the extensive arrangement of PE. Several investigations have been conducted regarding
the integrated arrangement of PE through the system. In [4] has reviewed the smart grid concept for low voltage
(LV) feeder which has rooftop PV system as distributed generator (DG) along the three-phase residential feeder
and a proposed VRT implemented to overcome the voltage imbalance as one of power quality issues by
considering the electrification, decentralization and information-technology/operation-technology (IT/OT)
digitization. Another smartgrid concept that has been develop regarding the control and data communication
using ZigBee is discussed in [6], while in [7] different wireless communication techniques (WiFi, and WiMax)
is also discussed. Other references that discussed the implementation of PE in smartgrid LV network
are [8-10]. In [11] discusses PE in smart grid wind turbine system as alternating current (AC) to direct current
(DC) rectifier. While the electricity generated from the wind turbine is AC, then its rectified DC electricity is
transmitted through the DC transmission line and afterward being fed into battery and as the reserve system
for further use of electricity. Later the DC transmission line is directed to the DC to AC inverter for the
transformation of AC electricity. In [12-15] review PE as DC converters in smart grid fuel cells system that
shows the ability to produce more efficient conversion of power from the fuel cell to the load. Using a DC
converter or a combination of DC converters, it might meet up the limitations of fuel cell, which include
unregulated voltage, low voltage, low current density, and unstable power. A hybrid DC converter with a
storage unit (i.e., battery or a super capacitor or other external supplies) can stabilize the power conditioning
to balance the excess and insufficient power condition in the fuel cell. The switching technique as the main
element of a DC converter also put into account. In [16, 17] mitigate the integrated of PE in smart grid wave
energy system. The use of PE interface allows to increase the absorption of wave power at the same time of
providing power and voltage conditioning, and the AC-DC-AC grid interfacing converter system overcome the
problem of higher harmonic and voltage dips compensation, respectively.
Since they known as hybrid grid-connected system, in [18] explicitly reviews that PE arrangement
through the utility that sourced by PV system, wind power, fuel cells and wave energy is the future trends of
renewable energy power system. for that reason, this paper then proposed a concept of the advanced PE
arrangement integration through the hybrid smart grid system of PV, wind turbine, fuel cells, and wave energy
whereas an appropriate stability between production of clean energy and its consumption is put into account.
The rest of the paper is arranged as follow, the briefly common installation method of PVs, wind turbine, fuel
cell, wave energy and battery storage unit, respectively and their systems connected to the LV distribution
network are described in section 2. Obviously, PEs of those mentioned grid-connected systems are also briefly
described. In section 3, the proposed concept of hybrid smart grid system described all those mentioned PEs
of the grid-connected systems altogether in such way perform the improvement of the power production
through the three-phase LV feederas the advanced PE arrangements that integrated through the hybrid smart
grid system. In the conclusion section, the concept of advanced PE arrangement through the hybrid smart grid
system can be seen as the main component of smart grid that need to be considered. In addition, the further
concept can be development, such as the communication support through the system.
2. PROPOSED SYSTEMS
This section is explaining each DG system namely PV system, wind turbine, fuel cells, wave energy
and battery storage unit, which then they altogether integrated into the three-phase distribution network.
2.1. Grid-connected PV system
Since it has been overviewed in [8], three trends have interrupted the ancient utility infrastructure.
As the technology and innovation transformit from plants beyond the customer meters known as
the electrification, decentralizationand IT/OT digitization, grid-connected PV system is one of the most
renewable and clean energy sources that has been utilized over decades. Grid-connected PV is a smart grid
system, which includes PE, such as a DC/DC converter that can guarantee maximum harvested sun energy
through a maximum power point tracking (MPPT) control, and the converter is used to interconnect PV into
the grid [17-19].
Figure 1 illustrates the PE that commonly used for the grid-connected PV system. The inverter extracts
as much DC voltage as possible from the PV array and converts it into clean mains AC voltage at the right
frequency for feeding into the grid or for supplying domestic loads at the customer sides. Figure 2 illustrates
the single-phase system of grid-connected PV with the inclusion of battery. Commonly this system is installed
at the rooftop of a household. PV takes energy from the sun and the inverter converts it into electrically energy.
The energy is used to run appliances or charge the battery. The battery can be used to run appliances when
the solar panel is not producing energy. Table 1 describes the function of every component in the system.
 ISSN: 1693-6930
TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 3202 - 3209
3204
Figure 1. PE through grid-connected
PV system
Figure 2. Grid-connected PV system with battery
storage unit
Table 1. Grid-connected PV system components [1]
Components Function through solar home system (SHS)
PV module • Produces less energy
• Assembled into panels that produce massive energy
• In paralel, produces a few milliwatts-several megawatts
Inverter • Transform DC to AC
• Different types provide different voltages and efficiencies
Charge controller • Controls the flow of electricity
• Avoids battery damage by cutting the current to loads if the charge level in the battery is
below a certain level, or cutting the current from the module in cases of overcharging
• Indicator lights on the display show the battery’s state of charge
Battery • Charged at day time
• Discharged in the evening to power households
Wiring and mounting • Included metal frames attached PV Modules to a pole or roof
• Connected by wires and contain switches for lightings
2.2. Grid-connected wind turbine
According to [11], the integration of wind turbine in the utility system can increase the efficiency and
enhance the power output of the smart grid system. The PE arrangement of grid-connected that has wind turbine
as DG rectifiers the AC voltage to DC as the wind turbine generates as shown in Figure 3. This rectified DC
voltage is transmitted through the DC transmission line and then feed into battery storage unit as the reserve
system for further use of electricity.
The inverter then converts the DC voltage from the battery into AC then transmits it to the three-phase
distribution system through the transformer. Figure 4 illustrates the grid-connected wind turbine system.
The system relies on the grid whenever the supply from the wind turbine is low. The grid connection passes
through the inverter charger which charges the batteries at the same time also supply the load.
Table 2 describes the components of grid-connected wind turbine and their functions through
the system [20-22]. Although modern wind turbine systems such as full converter wind turbine generator
(FCWTG) is equipped with robust PE system, certain levels of grid faults might lead to the damage of this
wind turbine system [22-25]. Therefore, the use of a compensator such as superconducting magnetic energy
storage (SMES) becomes a future option for smart grid that involving wind turbine systems [22].
Figure 3. PE trhough grid-connected
wind turbine system
Figure 4. Grid-connected wind turbine
with battery storage unit
TELKOMNIKA Telecommun Comput El Control 
Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri)
3205
Table 2. Grid-connected wind turbine components [8]
Components Function through system
Foundation and Tower • Different configurations proposed for offshore and onshore
Nacelle, rotor and hub • Depends on orientation and blade numbers
• Depends on wind speed and power output requirement
• Rotor diameter determined efficiency losses
• Speed ratio depends on higher more complex aerofoils and noise
• Blade numbers determined higher efficiency
• Blade design including angle of attack, lift and drag characteristics
Blade and pitch controls • Blade – fixed stall, angle of attack increases with wind speed until stall occurs behind blade
• Pitch – blade position changes with wind speed.
Generator • Synchronous/permanent magnet generator: potentially use without gearbox and use of rare-earth metals
• Asynchronous Generator: slip operation above/below synchronous speed possible
Converter • Transforms AC to DC.
• Different converters provide different voltages and different efficiencies.
Battery • Storing converted electricity.
• Typically sized to supply electricity for several days when overcast weather avoids recharging.
2.3. Grid-connected fuel cells
According to [26], Fuel cell can be defined as electrochemical cell that converts fuel into electrical
current that can generate electricity inside the cell through chemical reactions between fuel and an oxidant due to
trigger electrolyte. The reactants that flow into the cell then flow out, while the electrolyte remains in it. Fuel cell
keeps operate continuously as long as the flow of both reactant and oxidant are maintained. In addition, [26] stated
that fuel cell also fits for DG applications, and can essentially be described as unchargeable batteries as long
as both hydrogen and oxygen are constantly provided.
Figure 5 illustrates the PE arrangement of grid-connected fuel cell system. Fuel cell operates at low
voltage DC which need to be boosted through the DC-DC converter and inverted through a DC-AC inverter
for connection to the utility grid [27]. In addition, Figure 6 illustrates the grid-connected fuel cell system. Fuel
cell systems can be easily placed at any site for the purpose of grid reinforcement. Therefore, fuel cell systems
are also able to defer or eliminate the need for system upgrades and improving system integrity, reliability, and
efficiency [26].
Figure 5. PE through grid-connected fuel cell system
Figure 6. Grid-connected fuel cell system with battery storage unit
According to [28], it is necessary to indentify new materials and novel design and manufacturing
methods for electrolytes and electrolyte supports, catalysts and supports, gas diffusion media, cell hardware
(including bipolar plates and seals), and components (e.g., compressors, radiators, humidifiers and fuel
 ISSN: 1693-6930
TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 3202 - 3209
3206
processors) to meet the fuel cells’ efficiency, durability, and cost requirements. In addition, the new materials
identification are also needed to improve fuel processing and cleanup, especially for fuel-flexible and biofuels
operations to improve durability and reduce system costs. Table 3 describes the tasks of fuel cell and
approaches that it gains recently as the trend of grid-connected system.
Table 3. Fuel cell tasks and approaches
Tasks Approach
Catalysts/Electrodes • Develop electrocatalysts and electrodes by reducing PGM loading
• increase activity, improving durability/stability
• increase tolerance to air, fuel, and system-derived impurities
• Optimize electrode design and assembly
Fuel Cell Performance and Durability • Improve component
• Improve cell performance with optimized transport
• Develop new diagnostics, characterization tools, and models
Fuel Cell Systems • Develop stationary fuel cell systems for use in distributed generation
• Develop auxiliary power units
2.4. Grid-connected wave energy system
According to [29], several persuasive arguments of using the wave energy technology namely
high-power density and more certain compare to solar and wind energy. It is proposing enhance possibility by
dispatching to grid system. Advantageously, the conversion of ocean wave energy to electricity is considered
the most environmentally clean techniques to generate electricity. Figure 7 illustrates PE that is connected
between the generator terminals and grid that enables widely ranging speed control for generator. According
to [30], the functioned PE can impact the entire device operation in generator speed, which is usually linked to
the prime mover speed and in turn has some effect on the damping of the primary power capture stage that
consequently affected the power production performance. While, in [31] it stated that PE also meets
an important functionality in controlling grid fault current, regulating reactive power flow and and enabling
low voltage ride-through of the generator system.
Figure 7. PE through grid-connected wave energy system
2.5. Battery storage unit
A typical configuration of grid-connected battery storage unit consists of rectifier and dc chopper as
the PEs that ensures the bidirectional energy flow as shown in Figure 8. Battery is used for storing electric
energy from the AC grid. The energy from the DC chopper is used to be transformed electrochemically and
stored in the battery. Besides regulating system voltage and frequency, the chopper is also able to react to
instantaneous load variability through the switching and synchronizing technology. Thus, then the battery
storage unit performs the role of safe guarding the power quality of the network and ensure the voltage and
frequency not to fluctuate beyond operation limits [32].
In [33] stated that the appropriate size and placement of decentralized battery as the storage unit is
highly dependent on purpose of the battery system. Since battery operational strategies are difficult to simulate
simultaneously during a sizing and placement planning calculation. However, according to the authors in [34],
when DGs are along the LV distribution feeder, load leveling, peak shaving and power demand management
are major applications of a grid-connected battery energy storage system (BESS), especially in an autonomous
power network. Specifically, for load frequency control (LFC) issues. In [34] has reviewed in detail different
concepts and strategies of the utilization of battery energy storage systems for LFC services.
TELKOMNIKA Telecommun Comput El Control 
Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri)
3207
Figure 8. Grid-connected battery storage unit
3. RESULTS AND DISCUSSION
In this section, the authors proposed a concept of advanced PE arrangement (converter, inverter,
rectifier and dc chopper) through hybrid smart grid system that has integrated DGs such as PVs, windt urbine,
fuel cells and wave energy, respectively, due to fulfill an appropriate stability between production of clean
energy and the loads consumption. Figure 9 illustrates a hybrid smart grid system that works at the frequency
of 50Hz where DGs and PEs are integrated into the three-phase distribution network. Each renewable energy
system works separately along the feeder. The decentralization of DGs need to be coordinating in such way till
the three-phase LV distribution system not only well-balanced at the generators’ side, but also at the customer
load demands.
Figure 9. Proposed concept of hybrid smart grid system, from the generation station
through grid to load at the customer side
In PV system, the inverter extracts DC voltage from the PV array and converts it into AC voltage for
feeding into the grid or for supplying domestic loads at the customer sides. In wind turbine system, as the DG
generates the wind into electricity, rectifier converts the AC voltage into DC and feeds the battery. Inverter
then converts the DC voltage from the battery into AC then transmits it to the three-phase distribution system
through the transformer. In fuel cells system, fuel cells are commonly used for DG applications, and can
essentially be described as batteries. Fuel cell operates at low voltage DC, and for that reason, it is need to be
 ISSN: 1693-6930
TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 3202 - 3209
3208
boosted through the DC chopper and inverts into AC voltage for its connection to the utility grid. In wave
energy system, the rectifier that is connected at the generator terminal converts AC voltage into DC and and
feeds the battery. Inverter then converts the DC voltage from the battery into AC then transmits it to the three-phase
distribution system through the transformer. As for battery storage unit, the rectifier and DC chopper need to
ensure the bidirectional electric energy flow. In addition, DC chopper also plays important roles as it is not
only regulating voltage and frequency of the system, but also able to react to instantaneous load variability
through the switching and synchronizing technology.
4. CONCLUSION
The proposed concept which describes the arrangement of PE and their integrated to the renewable
energy it is explained the results of a designed concept that is given the comprehensive trends. The proposed
concept also represents a modern energy system, which combines renewable energy sources, DGs, and smart
grid functions. All the grid-connected integration is then become possible through the extensive use of PEs.
This hybrid smart grid concept might become the answer for future utility in order to fulfill an appropriate
stability between production of clean energy and the loads consumption. As for further trend, the coordination
of decentralized of various DGs can be studied to improve the voltage profile and power productions along
the feeder. This is also become the authors future work to develop this proposed concept either in simulation
or experiments.
ACKNOWLEDGEMENTS
This proposed concept is conducted to fulfill the requirement of output journal papers, which is funded
and evaluated as the performance indicator of staff at the Service and Community Centre Politeknik Negeri
Lhokseumawe.
REFERENCES
[1] G. Benysek, M. P. Kazmierkowski, J. Popczyk, and R. Strzelecki, “Power electronic systems as a crucial part of Smart Grid
infrastructure – a survey,” Bulletin of the Polish Academy of Sciences, Technical Sciences, vol. 59, no. 4, pp.455-473, 2011.
[2] John D. McDonald, “Grid Modernization,” presented at IEEE Galveston Bay Section PES Joint Chapter, 2016.
[3] N. Safitri, F. Shahnia, M. A. S. Masoum, “Coordination of single-phase rooftop PVs in unbalanced three-phase
residential feeders for voltage profiles improvement,” Australian Journal of Electrical and Electronics Engineering,
vol. 13, no. 2, pp. 77-90, 2015.
[4] Z. Zamzami, N. Safitri, F. Fauzi, “Non-uniform Rooftop PVs Distribution Effect to Improve Voltage Profile in
Residential Feeder,” TELKOMNIKA Telecommunication Computing Electronics and Control, vol. 16, no. 4,
pp. 1388-1395, 2018.
[5] N. Safitri, F. Shahnia, M. A. S. Masoum, “Monte Carlo-based Stochastic Analysis Results for Coordination of Single-Phase
Rooftop PVs in Low Voltage Residential Networks,” Intelligent Industrial Systems, vol. 1, no. 4, pp. 359-371, 2015.
[6] M. A. Setiawan, F. Shahnia, S. Rajakaruna, A. Gosh, “ZigBee-Based Communication System for Data Transfer
Within Future Microgrids,” Journal of IEEE Transactions on Smart Grid, vol. 6, no. 5, pp. 2243-2355, 2015.
[7] R. Rachmawati, A. Fauziah, N. Safitri, “Wireless Data Communication Techniques to Coordinate Distributed Rooftop
PVs in Unbalanced Three-phase Feeder,” TELKOMNIKA Telecommunication Computing Electronics and Control,
vol. 16, no. 3, pp. 1101-1106, 2018.
[8] N. Safitri, Y. Yassir, R. Rachmawati, “Electrification, Decentralization and IT/OT Digitization of Grid-Connected
Rooftop PVs in Residential Feeder,” International Journal of Engineering and Innovative Technology, vol. 8, no. 8,
pp. 4-10, 2019.
[9] M. Basyir, Salahuddin, N. Safitri, “Inverter Model and Control Strategies for Single-Phase Rooftop Photovoltaic in
Unbalance Three–Phase Residential Network,” Scientific Journal of PPI-UKM, vol. 3, no. 4, pp. 2356-2536, 2016.
[10] S. Amra, et al., “Direct-DC Power System Generation Based on Single-Phase Rooftop Photovoltaic in Residential
Low Voltage Feeder,” Journal of Multidisciplinary Academics, vol. 1, no. 1, 2017.
[11] S. Paul, Md. S. Rahman, A. Rahman, and M. H. Shahed, “Wind Energy Integration in Smart Grid,” International
Journal of Scientific & Engineering Research, vol. 5, no. 11, pp. 220-223, 2014.
[12] M. S. Ali, S. K. Kamarudin, M. S. Masdar, and A. Mohamed, “An Overview of Power Electronics Applications in
Fuel Cell Systems: DC and AC Converters,” Scientific World Journal, pp. 1-9, 2014.
[13] S. M. Amin, “Smart Grid: Overview, Issues and Opportunities Advances and Challenges in Sensing, Modeling,
Simulation, Optimization and Control,” European Journal of Control, vol. 5, no. 6, pp. 547-567, 2011.
[14] I. Benabdallah, A. Oun, A. Cheerif, “Grid Connected PV Plant based on Smart Grid Control and Monitoring,”
International Journal of Advanced Computer Science and Applications, vol. 8, no. 6, pp. 299-306, 2017.
[15] W. Miller, et al., “Power Quality and Rooftop-Photovoltaic Households: An Examination of Measured Data at Point
of Customer Connection,” Sustainability Journal, vol. 10, no. 4, pp. 1-27, 2018.
[16] M. Molinas, et al., “Power electronics as grid interface for actively controlled wave energy converters,”2007 IEEE
International Conference on Clean Electrical Power, 2007.
TELKOMNIKA Telecommun Comput El Control 
Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri)
3209
[17] M. P. Kazmierkowski and M. Jasiński, “Power Electronics for Renewable Sea Wave Energy,” presented at 12th
OPTIM, 2010.
[18] F. Blaabjerg and D. M. Ionel, “Renewable Energy Devices and Systems – State-of-the-Art Technology, Research and
Development, Challenges and Future Trends,” Electric Power Components and Systems Journal, vol. 43, no. 12,
pp. 1319–1328, 2015.
[19] I. Alhamrouni, et al., “Design and development of SEPIC DC-DC boost converter for photovoltaic application,”
International Journal of Power Electronics and Drive System (IJPEDS), vol. 10, no. 1, pp. 406-413, 2019.
[20] A. Lekbir, et al., “The Recovery of Energy from a Hybrid System to Improve the Performance of a Photovoltaic Cell,”
International Journal of Power Electronics and Drive System (IJPEDS), vol. 9, no. 3, pp. 957-964, 2018.
[21] A. Kalmikov and K. Dykes, “Wind Power Fundamentals,” presented in MIT Wind Energy Group & Renewable Energy
Projects in Action, 2010.
[22] A. M. S. Yunus, et al., “Mini-Micro Hydropower Plants Progress in Indonesia: The Effective and Suitable Projects
for Isolated and Remote Communities,” Test Engineering and Manajement Journal, vol. 83, pp. 1509-1514, 2020.
[23] A. M. S. Yunus, A. Abu-Siada, and M. A. S. Masoum, “Effects of SMES on dynamic behaviors of type D-Wind
Turbine Generator-Grid connected during short circuit,” IEEE Power Energy Soc. Gen. Meet., pp. 11–16, 2011.
[24] A. M. S. Yunus, A. Abu-Siada, and M. A. S. Masoum, “Effect of SMES unit on the performance of type- 4 wind
turbine generator during voltage sag,” IET Conference on Renewable Power Generation, pp. 6-9, 2011.
[25] A. M. S. Yunus, M. Saini, "Overview of SMES units’ application on smart grid systems," Proc. Intell. Technol.
Sustain. Energy (ISITIA), pp. 465-470, 2016.
[26] B. Haritha, P. Dhanamajaya, “A Grid Connected Fuel Cell Based on Boost Inverter System,” International Journal of
Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 2, no. 8, pp. 1829-1834, 2014.
[27] T. D. Gupta, D. Kumar and K. Chaudhary, “Modelling and Analysis of Grid-tied Fuel Cell System with Synchronous
Reference Frame Control,” 4th International Conference on Power, Control & Embedded Systems, 2017.
[28] Fuel Cell Selection, “Multi-Year Research, Development, and Demonstration Plan,” pp.2-58, 201. [Online]. Available
at: https://www.energy.gov/sites/prod/files/2016/06/f32/fcto_myrdd_fuel_cells.pdf
[29] L. Szabo, C. Oprea, C. Festila, É. Dulf, “Study on a Wave Energy Based Power System,” Proceedings of the 2008
International Conference on Electrical Machines, pp.1-6, 2008.
[30] D. O’Sullivan, et al., “Dynamic Characteristics of Wave and Tidal Energy Converters a Recommended Structure for
Development of a Generic Model for Grid Connection,” 2016. [Online]. Available at: https://hal.archives-
ouvertes.fr/hal-01265981 Submitted on 12 Jul 2016.
[31] D. O’Sullivan and G. Dalton, “Challenges in the Grid Connection of Wave Energy Devices,” Proceedings of the 8th
European Wave and Tidal Energy Conference, Uppsala, Sweden, 2009.
[32] E. Grover-Silva, R. Girard, G. Kariniotakis, “Optimal sizing and placement of distribution grid connected battery systems
through an SOCP optimal power flow algorithm,” Applied Energy, Elsevier Journal, vol. 219, pp.385-393, 2018.
[33] T. H. Meihr, M. A. S. Masoum, N. Jabalameli, “Grid-connected Lithium-ion battery energy storage system for load
leveling and peak shaving,” 2013 Australasian-Universities Power Engineering Conference (AUPEC), 2013.
[34] A. Jurfi and J. Zhang, “Exploitation of Battery Energy Storage in Load Frequency Control -A Literature Survey,”
American Journal of Engineering and Applied Sciences, 2016.
BIOGRAPHIES OF AUTHORS
Dr. Nelly Safitri, SST, M.Eng.Sc. Works as Lecturer at Electrical Engineering Department,
Politeknik Negeri Lhokseumawe. Successfully completed her Master and Doctoral degree at
Curtin University of Technology, Western Australia in Electrical and Computer Engineering
Department in 2007 and 2016, respectively. Her area of interests is Renewable Energy, Power
system, Smartgrid.
A M. Shiddiq Yunus, ST, M.Eng, PhD. Works as Lecturer at Mechanical Engineering
Department, Politeknik Negeri Ujung Pandang. Successfully completed his Doctoral degree at
Curtin University of Technology, Western Australia at Electrical and Computer Engineering
Department in 2014. His area of interests is Renewable Energy, Power system, Smartgrid.

More Related Content

What's hot

Ijmer 46065964
Ijmer 46065964Ijmer 46065964
Ijmer 46065964
IJMER
 

What's hot (20)

Grid Interconnection of Renewable Energy Sources at the Distribution Level Wi...
Grid Interconnection of Renewable Energy Sources at the Distribution Level Wi...Grid Interconnection of Renewable Energy Sources at the Distribution Level Wi...
Grid Interconnection of Renewable Energy Sources at the Distribution Level Wi...
 
Protection and control of Microgrid
Protection and control of MicrogridProtection and control of Microgrid
Protection and control of Microgrid
 
seminar report on optimal placement and optimal sizing of DG
seminar report on optimal placement and optimal sizing of DGseminar report on optimal placement and optimal sizing of DG
seminar report on optimal placement and optimal sizing of DG
 
www.ijerd.com
www.ijerd.comwww.ijerd.com
www.ijerd.com
 
Microgrid
MicrogridMicrogrid
Microgrid
 
06200347
0620034706200347
06200347
 
Ijmer 46065964
Ijmer 46065964Ijmer 46065964
Ijmer 46065964
 
Solar power integration with grid
Solar power integration with gridSolar power integration with grid
Solar power integration with grid
 
Application of artificial neural network in sizing a stand-alone photovoltaic...
Application of artificial neural network in sizing a stand-alone photovoltaic...Application of artificial neural network in sizing a stand-alone photovoltaic...
Application of artificial neural network in sizing a stand-alone photovoltaic...
 
Optimal Siting And Sizing Of Distributed Generation For Radial Distribution S...
Optimal Siting And Sizing Of Distributed Generation For Radial Distribution S...Optimal Siting And Sizing Of Distributed Generation For Radial Distribution S...
Optimal Siting And Sizing Of Distributed Generation For Radial Distribution S...
 
Implementation of modular MPPT algorithm for energy harvesting embedded and I...
Implementation of modular MPPT algorithm for energy harvesting embedded and I...Implementation of modular MPPT algorithm for energy harvesting embedded and I...
Implementation of modular MPPT algorithm for energy harvesting embedded and I...
 
Optimal Placement of Distributed Generation on Radial Distribution System for...
Optimal Placement of Distributed Generation on Radial Distribution System for...Optimal Placement of Distributed Generation on Radial Distribution System for...
Optimal Placement of Distributed Generation on Radial Distribution System for...
 
Coordination control of hybrid ac dc microgrid
Coordination control of hybrid ac dc microgridCoordination control of hybrid ac dc microgrid
Coordination control of hybrid ac dc microgrid
 
IRJET- Review of Power Quality Problem Improvement by Integration of Solar PV...
IRJET- Review of Power Quality Problem Improvement by Integration of Solar PV...IRJET- Review of Power Quality Problem Improvement by Integration of Solar PV...
IRJET- Review of Power Quality Problem Improvement by Integration of Solar PV...
 
Droop control method for parallel dc converters used in standalone pv wind po...
Droop control method for parallel dc converters used in standalone pv wind po...Droop control method for parallel dc converters used in standalone pv wind po...
Droop control method for parallel dc converters used in standalone pv wind po...
 
C04832838
C04832838C04832838
C04832838
 
Electric Vehicle as an Energy Storage for Grid Connected Solar Power System
Electric Vehicle as an Energy Storage for Grid Connected Solar Power SystemElectric Vehicle as an Energy Storage for Grid Connected Solar Power System
Electric Vehicle as an Energy Storage for Grid Connected Solar Power System
 
Power Quality Improvement with Multilevel Inverter Based IPQC for Microgrid
Power Quality Improvement with Multilevel Inverter Based IPQC for MicrogridPower Quality Improvement with Multilevel Inverter Based IPQC for Microgrid
Power Quality Improvement with Multilevel Inverter Based IPQC for Microgrid
 
Modeling, Control and Power Management Strategy of a Grid connected Hybrid En...
Modeling, Control and Power Management Strategy of a Grid connected Hybrid En...Modeling, Control and Power Management Strategy of a Grid connected Hybrid En...
Modeling, Control and Power Management Strategy of a Grid connected Hybrid En...
 
Power quality improvement of distributed generation integrated ne
Power quality improvement of distributed generation integrated nePower quality improvement of distributed generation integrated ne
Power quality improvement of distributed generation integrated ne
 

Similar to Integrated arrangement of advanced power electronics through hybrid smart grid system

A comprehensive review of distributed power system architecture for telecom a...
A comprehensive review of distributed power system architecture for telecom a...A comprehensive review of distributed power system architecture for telecom a...
A comprehensive review of distributed power system architecture for telecom a...
International Journal of Power Electronics and Drive Systems
 
IJET-V2I6P10
IJET-V2I6P10IJET-V2I6P10
Intelligent Control of Wind/Photovoltaic Microgrid Information Fusion
Intelligent Control of Wind/Photovoltaic Microgrid Information FusionIntelligent Control of Wind/Photovoltaic Microgrid Information Fusion
Intelligent Control of Wind/Photovoltaic Microgrid Information Fusion
TELKOMNIKA JOURNAL
 

Similar to Integrated arrangement of advanced power electronics through hybrid smart grid system (20)

Fuzzy logic control of hybrid systems including renewable energy in microgrids
Fuzzy logic control of hybrid systems including renewable energy in microgrids Fuzzy logic control of hybrid systems including renewable energy in microgrids
Fuzzy logic control of hybrid systems including renewable energy in microgrids
 
Hybrid bypass technique to mitigate leakage current in the grid-tied inverter
Hybrid bypass technique to mitigate leakage current in the grid-tied inverterHybrid bypass technique to mitigate leakage current in the grid-tied inverter
Hybrid bypass technique to mitigate leakage current in the grid-tied inverter
 
Stability analysis of photovoltaic system under grid faults
Stability analysis of photovoltaic system under grid faultsStability analysis of photovoltaic system under grid faults
Stability analysis of photovoltaic system under grid faults
 
GA Based Controller for Autonomous Wind-DG Micro grid
GA Based Controller for Autonomous Wind-DG Micro gridGA Based Controller for Autonomous Wind-DG Micro grid
GA Based Controller for Autonomous Wind-DG Micro grid
 
paper_1.pdf
paper_1.pdfpaper_1.pdf
paper_1.pdf
 
International Journal of Engineering Inventions (IJEI)
International Journal of Engineering Inventions (IJEI)International Journal of Engineering Inventions (IJEI)
International Journal of Engineering Inventions (IJEI)
 
L45016771
L45016771L45016771
L45016771
 
ROLE OF POWER ELECTRONICS IN NON-RENEWABLE AND RENEWABLE ENERGY SYSTEMS
ROLE OF POWER ELECTRONICS IN NON-RENEWABLE AND RENEWABLE ENERGY SYSTEMSROLE OF POWER ELECTRONICS IN NON-RENEWABLE AND RENEWABLE ENERGY SYSTEMS
ROLE OF POWER ELECTRONICS IN NON-RENEWABLE AND RENEWABLE ENERGY SYSTEMS
 
A comprehensive review of distributed power system architecture for telecom a...
A comprehensive review of distributed power system architecture for telecom a...A comprehensive review of distributed power system architecture for telecom a...
A comprehensive review of distributed power system architecture for telecom a...
 
Renewable energy allocation based on maximum flow modelling within a microgrid
Renewable energy allocation based on maximum flow modelling within a microgridRenewable energy allocation based on maximum flow modelling within a microgrid
Renewable energy allocation based on maximum flow modelling within a microgrid
 
Fuzzy logic-based controller of the bidirectional direct current to direct cu...
Fuzzy logic-based controller of the bidirectional direct current to direct cu...Fuzzy logic-based controller of the bidirectional direct current to direct cu...
Fuzzy logic-based controller of the bidirectional direct current to direct cu...
 
IRJET- Optimization of Renewable Energy Sources for DC Microgrid
IRJET-  	  Optimization of Renewable Energy Sources for DC MicrogridIRJET-  	  Optimization of Renewable Energy Sources for DC Microgrid
IRJET- Optimization of Renewable Energy Sources for DC Microgrid
 
Review of Maximum Power Point Tracking Based PV Array to Produce Electric Energy
Review of Maximum Power Point Tracking Based PV Array to Produce Electric EnergyReview of Maximum Power Point Tracking Based PV Array to Produce Electric Energy
Review of Maximum Power Point Tracking Based PV Array to Produce Electric Energy
 
IJET-V2I6P10
IJET-V2I6P10IJET-V2I6P10
IJET-V2I6P10
 
IRJET- DC Micro Grid for Wind and Solar Electric System Power Integration
IRJET- DC Micro Grid for Wind and Solar Electric System Power IntegrationIRJET- DC Micro Grid for Wind and Solar Electric System Power Integration
IRJET- DC Micro Grid for Wind and Solar Electric System Power Integration
 
DC-DC converter based power management for go green applications
DC-DC converter based power management for go green applicationsDC-DC converter based power management for go green applications
DC-DC converter based power management for go green applications
 
Intelligent Control of Wind/Photovoltaic Microgrid Information Fusion
Intelligent Control of Wind/Photovoltaic Microgrid Information FusionIntelligent Control of Wind/Photovoltaic Microgrid Information Fusion
Intelligent Control of Wind/Photovoltaic Microgrid Information Fusion
 
Implementation of a Fuzzy Logic Controller for Power Conversion Through a PV-...
Implementation of a Fuzzy Logic Controller for Power Conversion Through a PV-...Implementation of a Fuzzy Logic Controller for Power Conversion Through a PV-...
Implementation of a Fuzzy Logic Controller for Power Conversion Through a PV-...
 
IJSRED-V2I3P24
IJSRED-V2I3P24IJSRED-V2I3P24
IJSRED-V2I3P24
 
Dw33741745
Dw33741745Dw33741745
Dw33741745
 

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
 
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
 
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
 
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

1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
AldoGarca30
 
Query optimization and processing for advanced database systems
Query optimization and processing for advanced database systemsQuery optimization and processing for advanced database systems
Query optimization and processing for advanced database systems
meharikiros2
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
Neometrix_Engineering_Pvt_Ltd
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
Epec Engineered Technologies
 
Introduction to Robotics in Mechanical Engineering.pptx
Introduction to Robotics in Mechanical Engineering.pptxIntroduction to Robotics in Mechanical Engineering.pptx
Introduction to Robotics in Mechanical Engineering.pptx
hublikarsn
 

Recently uploaded (20)

1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
 
Online electricity billing project report..pdf
Online electricity billing project report..pdfOnline electricity billing project report..pdf
Online electricity billing project report..pdf
 
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxHOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
 
Basic Electronics for diploma students as per technical education Kerala Syll...
Basic Electronics for diploma students as per technical education Kerala Syll...Basic Electronics for diploma students as per technical education Kerala Syll...
Basic Electronics for diploma students as per technical education Kerala Syll...
 
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
 
School management system project Report.pdf
School management system project Report.pdfSchool management system project Report.pdf
School management system project Report.pdf
 
Memory Interfacing of 8086 with DMA 8257
Memory Interfacing of 8086 with DMA 8257Memory Interfacing of 8086 with DMA 8257
Memory Interfacing of 8086 with DMA 8257
 
Query optimization and processing for advanced database systems
Query optimization and processing for advanced database systemsQuery optimization and processing for advanced database systems
Query optimization and processing for advanced database systems
 
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARHAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
 
Post office management system project ..pdf
Post office management system project ..pdfPost office management system project ..pdf
Post office management system project ..pdf
 
Introduction to Artificial Intelligence ( AI)
Introduction to Artificial Intelligence ( AI)Introduction to Artificial Intelligence ( AI)
Introduction to Artificial Intelligence ( AI)
 
UNIT 4 PTRP final Convergence in probability.pptx
UNIT 4 PTRP final Convergence in probability.pptxUNIT 4 PTRP final Convergence in probability.pptx
UNIT 4 PTRP final Convergence in probability.pptx
 
Signal Processing and Linear System Analysis
Signal Processing and Linear System AnalysisSignal Processing and Linear System Analysis
Signal Processing and Linear System Analysis
 
Path loss model, OKUMURA Model, Hata Model
Path loss model, OKUMURA Model, Hata ModelPath loss model, OKUMURA Model, Hata Model
Path loss model, OKUMURA Model, Hata Model
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 
PE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and propertiesPE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and properties
 
Introduction to Geographic Information Systems
Introduction to Geographic Information SystemsIntroduction to Geographic Information Systems
Introduction to Geographic Information Systems
 
Introduction to Robotics in Mechanical Engineering.pptx
Introduction to Robotics in Mechanical Engineering.pptxIntroduction to Robotics in Mechanical Engineering.pptx
Introduction to Robotics in Mechanical Engineering.pptx
 

Integrated arrangement of advanced power electronics through hybrid smart grid system

  • 1. TELKOMNIKA Telecommunication, Computing, Electronics and Control Vol. 18, No. 6, December 2020, pp. 3202~3209 ISSN: 1693-6930, accredited First Grade by Kemenristekdikti, Decree No: 21/E/KPT/2018 DOI: 10.12928/TELKOMNIKA.v18i6.13433  3202 Journal homepage: http://journal.uad.ac.id/index.php/TELKOMNIKA Integrated arrangement of advanced power electronics through hybrid smart grid system Nelly Safitri1 , A. M. Shiddiq Yunus2 , Fauzi3 , Naziruddin4 1,3,4 Department of Electrical Engineering, Politeknik Negeri Lhokseumawe, Indonesia 2 Department of Mechanical Engineering, Politeknik Negeri Ujung Pandang, Indonesia Article Info ABSTRACT Article history: Received Jun 28, 2019 Revised Jun 25, 2020 Accepted Jul 9, 2020 As an enabler component for renewable energy integration, power electronics (PE) technology in smart grid system is one of the most important issues of development the electrification, decentralization and information- technology/operation-technology (IT/OT) digitization within the electrical energy transmission and distribution systems. The arrangement of PE may different along the feeder either for grid-connected photovoltaic (PV), wind turbine, fuel cells, wave energy system and battery storage unit, respectively. This is due to the electric voltage that might need to be converted from alternating current (AC) to direct current (DC) and vice versa. For that reason, this paper proposed a concept of advanced PE as an integrated arrangement of several AC/DC/AC- and DC/AC-converters in such ways that support the previously mentioned grid-connected hybrid renewable energy sources and distributed generators (DGs) along the distribution feeder. Additionally, for the system that supported by battery storage unit, then this hybrid smart grid concept might become the answer for future utility needs. Keywords: Battery storage unit Distributed generators Fuel cell Hybrid smartgrid Photovoltaic Power electronics Wave energy Wind turbine This is an open access article under the CC BY-SA license. Corresponding Author: Nelly Safitri, Department of Electrical Engineering, Politeknik Negeri Lhokseumawe, Banda Aceh-Medan St. Km. 280 Buketrata Lhokseumawe, Aceh, Indonesia. Email: nellysafitri@pnl.ac.id 1. INTRODUCTION Power electronics (PE) arrangement is commonly divided as electrical energy transmission and distribution systems [1]. As the transmission in modern energy system is basically composed of high voltage direct current (HVDC) and or directly flexible alternating current transmission system (FACTS). In [1] also states that both HVDC and FACTS are essential to use enormous filters and no opportunity of supply power to end-users on the side from which the source is disconnected. Subsequently, the distribution system composed of PE converters and controllers that matching the distributed generators (DGs), power line, and energy storages. As the integration of DGs into the distribution system, the distribution controls and protection conventionally put into account and also designed only for uni-directional power flow. However, a wide array of DG unit then is creating unique challenges in the grid as two-way directional power flow of the voltage regulation anxieties [2]. The high penetration level of DG units and large single-phase loads might lead to various problems and operational limit faults in electric power distribution systems. Although voltages are usually well balanced at the supply side, they can become unbalanced at the customer side due to the unequal system impedances, non-uniform distribution of single-phase loads and DG units [3-5].
  • 2. TELKOMNIKA Telecommun Comput El Control  Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri) 3203 A modern smart grid energy system, which incorporates renewable energy sources (i.e., photovoltaics (PV), wind power, fuel cells and wave energy), and the inclusion of battery as the energy storage, might integrate through the extensive arrangement of PE. Several investigations have been conducted regarding the integrated arrangement of PE through the system. In [4] has reviewed the smart grid concept for low voltage (LV) feeder which has rooftop PV system as distributed generator (DG) along the three-phase residential feeder and a proposed VRT implemented to overcome the voltage imbalance as one of power quality issues by considering the electrification, decentralization and information-technology/operation-technology (IT/OT) digitization. Another smartgrid concept that has been develop regarding the control and data communication using ZigBee is discussed in [6], while in [7] different wireless communication techniques (WiFi, and WiMax) is also discussed. Other references that discussed the implementation of PE in smartgrid LV network are [8-10]. In [11] discusses PE in smart grid wind turbine system as alternating current (AC) to direct current (DC) rectifier. While the electricity generated from the wind turbine is AC, then its rectified DC electricity is transmitted through the DC transmission line and afterward being fed into battery and as the reserve system for further use of electricity. Later the DC transmission line is directed to the DC to AC inverter for the transformation of AC electricity. In [12-15] review PE as DC converters in smart grid fuel cells system that shows the ability to produce more efficient conversion of power from the fuel cell to the load. Using a DC converter or a combination of DC converters, it might meet up the limitations of fuel cell, which include unregulated voltage, low voltage, low current density, and unstable power. A hybrid DC converter with a storage unit (i.e., battery or a super capacitor or other external supplies) can stabilize the power conditioning to balance the excess and insufficient power condition in the fuel cell. The switching technique as the main element of a DC converter also put into account. In [16, 17] mitigate the integrated of PE in smart grid wave energy system. The use of PE interface allows to increase the absorption of wave power at the same time of providing power and voltage conditioning, and the AC-DC-AC grid interfacing converter system overcome the problem of higher harmonic and voltage dips compensation, respectively. Since they known as hybrid grid-connected system, in [18] explicitly reviews that PE arrangement through the utility that sourced by PV system, wind power, fuel cells and wave energy is the future trends of renewable energy power system. for that reason, this paper then proposed a concept of the advanced PE arrangement integration through the hybrid smart grid system of PV, wind turbine, fuel cells, and wave energy whereas an appropriate stability between production of clean energy and its consumption is put into account. The rest of the paper is arranged as follow, the briefly common installation method of PVs, wind turbine, fuel cell, wave energy and battery storage unit, respectively and their systems connected to the LV distribution network are described in section 2. Obviously, PEs of those mentioned grid-connected systems are also briefly described. In section 3, the proposed concept of hybrid smart grid system described all those mentioned PEs of the grid-connected systems altogether in such way perform the improvement of the power production through the three-phase LV feederas the advanced PE arrangements that integrated through the hybrid smart grid system. In the conclusion section, the concept of advanced PE arrangement through the hybrid smart grid system can be seen as the main component of smart grid that need to be considered. In addition, the further concept can be development, such as the communication support through the system. 2. PROPOSED SYSTEMS This section is explaining each DG system namely PV system, wind turbine, fuel cells, wave energy and battery storage unit, which then they altogether integrated into the three-phase distribution network. 2.1. Grid-connected PV system Since it has been overviewed in [8], three trends have interrupted the ancient utility infrastructure. As the technology and innovation transformit from plants beyond the customer meters known as the electrification, decentralizationand IT/OT digitization, grid-connected PV system is one of the most renewable and clean energy sources that has been utilized over decades. Grid-connected PV is a smart grid system, which includes PE, such as a DC/DC converter that can guarantee maximum harvested sun energy through a maximum power point tracking (MPPT) control, and the converter is used to interconnect PV into the grid [17-19]. Figure 1 illustrates the PE that commonly used for the grid-connected PV system. The inverter extracts as much DC voltage as possible from the PV array and converts it into clean mains AC voltage at the right frequency for feeding into the grid or for supplying domestic loads at the customer sides. Figure 2 illustrates the single-phase system of grid-connected PV with the inclusion of battery. Commonly this system is installed at the rooftop of a household. PV takes energy from the sun and the inverter converts it into electrically energy. The energy is used to run appliances or charge the battery. The battery can be used to run appliances when the solar panel is not producing energy. Table 1 describes the function of every component in the system.
  • 3.  ISSN: 1693-6930 TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 3202 - 3209 3204 Figure 1. PE through grid-connected PV system Figure 2. Grid-connected PV system with battery storage unit Table 1. Grid-connected PV system components [1] Components Function through solar home system (SHS) PV module • Produces less energy • Assembled into panels that produce massive energy • In paralel, produces a few milliwatts-several megawatts Inverter • Transform DC to AC • Different types provide different voltages and efficiencies Charge controller • Controls the flow of electricity • Avoids battery damage by cutting the current to loads if the charge level in the battery is below a certain level, or cutting the current from the module in cases of overcharging • Indicator lights on the display show the battery’s state of charge Battery • Charged at day time • Discharged in the evening to power households Wiring and mounting • Included metal frames attached PV Modules to a pole or roof • Connected by wires and contain switches for lightings 2.2. Grid-connected wind turbine According to [11], the integration of wind turbine in the utility system can increase the efficiency and enhance the power output of the smart grid system. The PE arrangement of grid-connected that has wind turbine as DG rectifiers the AC voltage to DC as the wind turbine generates as shown in Figure 3. This rectified DC voltage is transmitted through the DC transmission line and then feed into battery storage unit as the reserve system for further use of electricity. The inverter then converts the DC voltage from the battery into AC then transmits it to the three-phase distribution system through the transformer. Figure 4 illustrates the grid-connected wind turbine system. The system relies on the grid whenever the supply from the wind turbine is low. The grid connection passes through the inverter charger which charges the batteries at the same time also supply the load. Table 2 describes the components of grid-connected wind turbine and their functions through the system [20-22]. Although modern wind turbine systems such as full converter wind turbine generator (FCWTG) is equipped with robust PE system, certain levels of grid faults might lead to the damage of this wind turbine system [22-25]. Therefore, the use of a compensator such as superconducting magnetic energy storage (SMES) becomes a future option for smart grid that involving wind turbine systems [22]. Figure 3. PE trhough grid-connected wind turbine system Figure 4. Grid-connected wind turbine with battery storage unit
  • 4. TELKOMNIKA Telecommun Comput El Control  Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri) 3205 Table 2. Grid-connected wind turbine components [8] Components Function through system Foundation and Tower • Different configurations proposed for offshore and onshore Nacelle, rotor and hub • Depends on orientation and blade numbers • Depends on wind speed and power output requirement • Rotor diameter determined efficiency losses • Speed ratio depends on higher more complex aerofoils and noise • Blade numbers determined higher efficiency • Blade design including angle of attack, lift and drag characteristics Blade and pitch controls • Blade – fixed stall, angle of attack increases with wind speed until stall occurs behind blade • Pitch – blade position changes with wind speed. Generator • Synchronous/permanent magnet generator: potentially use without gearbox and use of rare-earth metals • Asynchronous Generator: slip operation above/below synchronous speed possible Converter • Transforms AC to DC. • Different converters provide different voltages and different efficiencies. Battery • Storing converted electricity. • Typically sized to supply electricity for several days when overcast weather avoids recharging. 2.3. Grid-connected fuel cells According to [26], Fuel cell can be defined as electrochemical cell that converts fuel into electrical current that can generate electricity inside the cell through chemical reactions between fuel and an oxidant due to trigger electrolyte. The reactants that flow into the cell then flow out, while the electrolyte remains in it. Fuel cell keeps operate continuously as long as the flow of both reactant and oxidant are maintained. In addition, [26] stated that fuel cell also fits for DG applications, and can essentially be described as unchargeable batteries as long as both hydrogen and oxygen are constantly provided. Figure 5 illustrates the PE arrangement of grid-connected fuel cell system. Fuel cell operates at low voltage DC which need to be boosted through the DC-DC converter and inverted through a DC-AC inverter for connection to the utility grid [27]. In addition, Figure 6 illustrates the grid-connected fuel cell system. Fuel cell systems can be easily placed at any site for the purpose of grid reinforcement. Therefore, fuel cell systems are also able to defer or eliminate the need for system upgrades and improving system integrity, reliability, and efficiency [26]. Figure 5. PE through grid-connected fuel cell system Figure 6. Grid-connected fuel cell system with battery storage unit According to [28], it is necessary to indentify new materials and novel design and manufacturing methods for electrolytes and electrolyte supports, catalysts and supports, gas diffusion media, cell hardware (including bipolar plates and seals), and components (e.g., compressors, radiators, humidifiers and fuel
  • 5.  ISSN: 1693-6930 TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 3202 - 3209 3206 processors) to meet the fuel cells’ efficiency, durability, and cost requirements. In addition, the new materials identification are also needed to improve fuel processing and cleanup, especially for fuel-flexible and biofuels operations to improve durability and reduce system costs. Table 3 describes the tasks of fuel cell and approaches that it gains recently as the trend of grid-connected system. Table 3. Fuel cell tasks and approaches Tasks Approach Catalysts/Electrodes • Develop electrocatalysts and electrodes by reducing PGM loading • increase activity, improving durability/stability • increase tolerance to air, fuel, and system-derived impurities • Optimize electrode design and assembly Fuel Cell Performance and Durability • Improve component • Improve cell performance with optimized transport • Develop new diagnostics, characterization tools, and models Fuel Cell Systems • Develop stationary fuel cell systems for use in distributed generation • Develop auxiliary power units 2.4. Grid-connected wave energy system According to [29], several persuasive arguments of using the wave energy technology namely high-power density and more certain compare to solar and wind energy. It is proposing enhance possibility by dispatching to grid system. Advantageously, the conversion of ocean wave energy to electricity is considered the most environmentally clean techniques to generate electricity. Figure 7 illustrates PE that is connected between the generator terminals and grid that enables widely ranging speed control for generator. According to [30], the functioned PE can impact the entire device operation in generator speed, which is usually linked to the prime mover speed and in turn has some effect on the damping of the primary power capture stage that consequently affected the power production performance. While, in [31] it stated that PE also meets an important functionality in controlling grid fault current, regulating reactive power flow and and enabling low voltage ride-through of the generator system. Figure 7. PE through grid-connected wave energy system 2.5. Battery storage unit A typical configuration of grid-connected battery storage unit consists of rectifier and dc chopper as the PEs that ensures the bidirectional energy flow as shown in Figure 8. Battery is used for storing electric energy from the AC grid. The energy from the DC chopper is used to be transformed electrochemically and stored in the battery. Besides regulating system voltage and frequency, the chopper is also able to react to instantaneous load variability through the switching and synchronizing technology. Thus, then the battery storage unit performs the role of safe guarding the power quality of the network and ensure the voltage and frequency not to fluctuate beyond operation limits [32]. In [33] stated that the appropriate size and placement of decentralized battery as the storage unit is highly dependent on purpose of the battery system. Since battery operational strategies are difficult to simulate simultaneously during a sizing and placement planning calculation. However, according to the authors in [34], when DGs are along the LV distribution feeder, load leveling, peak shaving and power demand management are major applications of a grid-connected battery energy storage system (BESS), especially in an autonomous power network. Specifically, for load frequency control (LFC) issues. In [34] has reviewed in detail different concepts and strategies of the utilization of battery energy storage systems for LFC services.
  • 6. TELKOMNIKA Telecommun Comput El Control  Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri) 3207 Figure 8. Grid-connected battery storage unit 3. RESULTS AND DISCUSSION In this section, the authors proposed a concept of advanced PE arrangement (converter, inverter, rectifier and dc chopper) through hybrid smart grid system that has integrated DGs such as PVs, windt urbine, fuel cells and wave energy, respectively, due to fulfill an appropriate stability between production of clean energy and the loads consumption. Figure 9 illustrates a hybrid smart grid system that works at the frequency of 50Hz where DGs and PEs are integrated into the three-phase distribution network. Each renewable energy system works separately along the feeder. The decentralization of DGs need to be coordinating in such way till the three-phase LV distribution system not only well-balanced at the generators’ side, but also at the customer load demands. Figure 9. Proposed concept of hybrid smart grid system, from the generation station through grid to load at the customer side In PV system, the inverter extracts DC voltage from the PV array and converts it into AC voltage for feeding into the grid or for supplying domestic loads at the customer sides. In wind turbine system, as the DG generates the wind into electricity, rectifier converts the AC voltage into DC and feeds the battery. Inverter then converts the DC voltage from the battery into AC then transmits it to the three-phase distribution system through the transformer. In fuel cells system, fuel cells are commonly used for DG applications, and can essentially be described as batteries. Fuel cell operates at low voltage DC, and for that reason, it is need to be
  • 7.  ISSN: 1693-6930 TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 6, December 2020: 3202 - 3209 3208 boosted through the DC chopper and inverts into AC voltage for its connection to the utility grid. In wave energy system, the rectifier that is connected at the generator terminal converts AC voltage into DC and and feeds the battery. Inverter then converts the DC voltage from the battery into AC then transmits it to the three-phase distribution system through the transformer. As for battery storage unit, the rectifier and DC chopper need to ensure the bidirectional electric energy flow. In addition, DC chopper also plays important roles as it is not only regulating voltage and frequency of the system, but also able to react to instantaneous load variability through the switching and synchronizing technology. 4. CONCLUSION The proposed concept which describes the arrangement of PE and their integrated to the renewable energy it is explained the results of a designed concept that is given the comprehensive trends. The proposed concept also represents a modern energy system, which combines renewable energy sources, DGs, and smart grid functions. All the grid-connected integration is then become possible through the extensive use of PEs. This hybrid smart grid concept might become the answer for future utility in order to fulfill an appropriate stability between production of clean energy and the loads consumption. As for further trend, the coordination of decentralized of various DGs can be studied to improve the voltage profile and power productions along the feeder. This is also become the authors future work to develop this proposed concept either in simulation or experiments. ACKNOWLEDGEMENTS This proposed concept is conducted to fulfill the requirement of output journal papers, which is funded and evaluated as the performance indicator of staff at the Service and Community Centre Politeknik Negeri Lhokseumawe. REFERENCES [1] G. Benysek, M. P. Kazmierkowski, J. Popczyk, and R. Strzelecki, “Power electronic systems as a crucial part of Smart Grid infrastructure – a survey,” Bulletin of the Polish Academy of Sciences, Technical Sciences, vol. 59, no. 4, pp.455-473, 2011. [2] John D. McDonald, “Grid Modernization,” presented at IEEE Galveston Bay Section PES Joint Chapter, 2016. [3] N. Safitri, F. Shahnia, M. A. S. Masoum, “Coordination of single-phase rooftop PVs in unbalanced three-phase residential feeders for voltage profiles improvement,” Australian Journal of Electrical and Electronics Engineering, vol. 13, no. 2, pp. 77-90, 2015. [4] Z. Zamzami, N. Safitri, F. Fauzi, “Non-uniform Rooftop PVs Distribution Effect to Improve Voltage Profile in Residential Feeder,” TELKOMNIKA Telecommunication Computing Electronics and Control, vol. 16, no. 4, pp. 1388-1395, 2018. [5] N. Safitri, F. Shahnia, M. A. S. Masoum, “Monte Carlo-based Stochastic Analysis Results for Coordination of Single-Phase Rooftop PVs in Low Voltage Residential Networks,” Intelligent Industrial Systems, vol. 1, no. 4, pp. 359-371, 2015. [6] M. A. Setiawan, F. Shahnia, S. Rajakaruna, A. Gosh, “ZigBee-Based Communication System for Data Transfer Within Future Microgrids,” Journal of IEEE Transactions on Smart Grid, vol. 6, no. 5, pp. 2243-2355, 2015. [7] R. Rachmawati, A. Fauziah, N. Safitri, “Wireless Data Communication Techniques to Coordinate Distributed Rooftop PVs in Unbalanced Three-phase Feeder,” TELKOMNIKA Telecommunication Computing Electronics and Control, vol. 16, no. 3, pp. 1101-1106, 2018. [8] N. Safitri, Y. Yassir, R. Rachmawati, “Electrification, Decentralization and IT/OT Digitization of Grid-Connected Rooftop PVs in Residential Feeder,” International Journal of Engineering and Innovative Technology, vol. 8, no. 8, pp. 4-10, 2019. [9] M. Basyir, Salahuddin, N. Safitri, “Inverter Model and Control Strategies for Single-Phase Rooftop Photovoltaic in Unbalance Three–Phase Residential Network,” Scientific Journal of PPI-UKM, vol. 3, no. 4, pp. 2356-2536, 2016. [10] S. Amra, et al., “Direct-DC Power System Generation Based on Single-Phase Rooftop Photovoltaic in Residential Low Voltage Feeder,” Journal of Multidisciplinary Academics, vol. 1, no. 1, 2017. [11] S. Paul, Md. S. Rahman, A. Rahman, and M. H. Shahed, “Wind Energy Integration in Smart Grid,” International Journal of Scientific & Engineering Research, vol. 5, no. 11, pp. 220-223, 2014. [12] M. S. Ali, S. K. Kamarudin, M. S. Masdar, and A. Mohamed, “An Overview of Power Electronics Applications in Fuel Cell Systems: DC and AC Converters,” Scientific World Journal, pp. 1-9, 2014. [13] S. M. Amin, “Smart Grid: Overview, Issues and Opportunities Advances and Challenges in Sensing, Modeling, Simulation, Optimization and Control,” European Journal of Control, vol. 5, no. 6, pp. 547-567, 2011. [14] I. Benabdallah, A. Oun, A. Cheerif, “Grid Connected PV Plant based on Smart Grid Control and Monitoring,” International Journal of Advanced Computer Science and Applications, vol. 8, no. 6, pp. 299-306, 2017. [15] W. Miller, et al., “Power Quality and Rooftop-Photovoltaic Households: An Examination of Measured Data at Point of Customer Connection,” Sustainability Journal, vol. 10, no. 4, pp. 1-27, 2018. [16] M. Molinas, et al., “Power electronics as grid interface for actively controlled wave energy converters,”2007 IEEE International Conference on Clean Electrical Power, 2007.
  • 8. TELKOMNIKA Telecommun Comput El Control  Integrated arrangement of advanced power electronics through hybrid smart grid system (Nelly Safitri) 3209 [17] M. P. Kazmierkowski and M. Jasiński, “Power Electronics for Renewable Sea Wave Energy,” presented at 12th OPTIM, 2010. [18] F. Blaabjerg and D. M. Ionel, “Renewable Energy Devices and Systems – State-of-the-Art Technology, Research and Development, Challenges and Future Trends,” Electric Power Components and Systems Journal, vol. 43, no. 12, pp. 1319–1328, 2015. [19] I. Alhamrouni, et al., “Design and development of SEPIC DC-DC boost converter for photovoltaic application,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 10, no. 1, pp. 406-413, 2019. [20] A. Lekbir, et al., “The Recovery of Energy from a Hybrid System to Improve the Performance of a Photovoltaic Cell,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 9, no. 3, pp. 957-964, 2018. [21] A. Kalmikov and K. Dykes, “Wind Power Fundamentals,” presented in MIT Wind Energy Group & Renewable Energy Projects in Action, 2010. [22] A. M. S. Yunus, et al., “Mini-Micro Hydropower Plants Progress in Indonesia: The Effective and Suitable Projects for Isolated and Remote Communities,” Test Engineering and Manajement Journal, vol. 83, pp. 1509-1514, 2020. [23] A. M. S. Yunus, A. Abu-Siada, and M. A. S. Masoum, “Effects of SMES on dynamic behaviors of type D-Wind Turbine Generator-Grid connected during short circuit,” IEEE Power Energy Soc. Gen. Meet., pp. 11–16, 2011. [24] A. M. S. Yunus, A. Abu-Siada, and M. A. S. Masoum, “Effect of SMES unit on the performance of type- 4 wind turbine generator during voltage sag,” IET Conference on Renewable Power Generation, pp. 6-9, 2011. [25] A. M. S. Yunus, M. Saini, "Overview of SMES units’ application on smart grid systems," Proc. Intell. Technol. Sustain. Energy (ISITIA), pp. 465-470, 2016. [26] B. Haritha, P. Dhanamajaya, “A Grid Connected Fuel Cell Based on Boost Inverter System,” International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 2, no. 8, pp. 1829-1834, 2014. [27] T. D. Gupta, D. Kumar and K. Chaudhary, “Modelling and Analysis of Grid-tied Fuel Cell System with Synchronous Reference Frame Control,” 4th International Conference on Power, Control & Embedded Systems, 2017. [28] Fuel Cell Selection, “Multi-Year Research, Development, and Demonstration Plan,” pp.2-58, 201. [Online]. Available at: https://www.energy.gov/sites/prod/files/2016/06/f32/fcto_myrdd_fuel_cells.pdf [29] L. Szabo, C. Oprea, C. Festila, É. Dulf, “Study on a Wave Energy Based Power System,” Proceedings of the 2008 International Conference on Electrical Machines, pp.1-6, 2008. [30] D. O’Sullivan, et al., “Dynamic Characteristics of Wave and Tidal Energy Converters a Recommended Structure for Development of a Generic Model for Grid Connection,” 2016. [Online]. Available at: https://hal.archives- ouvertes.fr/hal-01265981 Submitted on 12 Jul 2016. [31] D. O’Sullivan and G. Dalton, “Challenges in the Grid Connection of Wave Energy Devices,” Proceedings of the 8th European Wave and Tidal Energy Conference, Uppsala, Sweden, 2009. [32] E. Grover-Silva, R. Girard, G. Kariniotakis, “Optimal sizing and placement of distribution grid connected battery systems through an SOCP optimal power flow algorithm,” Applied Energy, Elsevier Journal, vol. 219, pp.385-393, 2018. [33] T. H. Meihr, M. A. S. Masoum, N. Jabalameli, “Grid-connected Lithium-ion battery energy storage system for load leveling and peak shaving,” 2013 Australasian-Universities Power Engineering Conference (AUPEC), 2013. [34] A. Jurfi and J. Zhang, “Exploitation of Battery Energy Storage in Load Frequency Control -A Literature Survey,” American Journal of Engineering and Applied Sciences, 2016. BIOGRAPHIES OF AUTHORS Dr. Nelly Safitri, SST, M.Eng.Sc. Works as Lecturer at Electrical Engineering Department, Politeknik Negeri Lhokseumawe. Successfully completed her Master and Doctoral degree at Curtin University of Technology, Western Australia in Electrical and Computer Engineering Department in 2007 and 2016, respectively. Her area of interests is Renewable Energy, Power system, Smartgrid. A M. Shiddiq Yunus, ST, M.Eng, PhD. Works as Lecturer at Mechanical Engineering Department, Politeknik Negeri Ujung Pandang. Successfully completed his Doctoral degree at Curtin University of Technology, Western Australia at Electrical and Computer Engineering Department in 2014. His area of interests is Renewable Energy, Power system, Smartgrid.