Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
-
Upload
energydavid -
Category
Documents
-
view
213 -
download
0
Transcript of Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
1/10
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
2/10
Limiting Use of Potential Energy Storage Compared to Batteriesfor a Lebanese Hybrid Wind/PV System
2228
their gardens [8-11]. As the produced energy depends
on the meteorological parameters (temperature, wind
speed, etc.), energy storage systems are connected to
the power sources in order to store the produced energy
[12, 13].
This paper is composed of eight sections. The
system under consideration is presented in Section 2.
Sizing the proposed renewable hybrid system is
discussed in Section 3. A brief review on the energy
storage systems is given in Section 4. The
electrochemical and potential energy storage systems
are developed in Sections 5 and 6, respectively.
Economical study and comparison between these two
types of energy storage systems are analyzed in Section7. Finally, conclusions are given in Section 8.
2. System under Consideration
Three different load systems are suggested to be
studied:
Load system 1: traditional Lebanese house of onefloor with a rated consumption power of 3 kVA;
Load system 2: traditional Lebanese house ofthree floors with a rated consumption power of 6 kVA;
Load system 3: traditional Lebanese building offive floors with a rated consumption power of 10 kVA.
These three load systems are supplied by the EOL
and by private companies providing electricity from
diesel generators when the public electricity is cut off.
The shortage periods are estimated to 10 h.
Due to the fossil fuel crisis and the increase of
greenhouse gases emissions (especially CO2), there
are many researches done to focus on the new
alternative clean and green renewable sources ofenergy such as solar, wind, hydrogen, geothermal, etc.
[14, 15]. Power division strategy, applied on the
converters-machines sets [16-18], can also be applied
on power generation to form hybrid power sources [19,
20]. Solar panels and wind turbines are increasingly
introduced in the Lebanese market [21, 22]. In addition,
the generated power from renewable sources depends
on the metrological parameters as temperature and
wind speed, etc.. To cancel the subscriptions to the
private companies and replace the non renewable
sources by renewable and non pollutant sources, it is
suggested to install a hybrid wind/PV system for each
of the studied load systems. Fig. 1 illustrates the power
generation strategy for these load systems. The DC bus
is of 48 V.
3. Sizing the Renewable Energy Hybrid
System
3.1 Wind Turbine System
The energy that can be extracted from wind and
transformed into electricity constitutes an interesting
supplement to the basis energy provided by the thermal
power stations. Because of the mass and of speed of air
in movement, wind possesses kinetic energy. This
energy in the wind can be harnessed by slowing down
the mass of air with the help of any device. It is exactly
the role of a wind turbine to capture this mechanical
energy and transform it into electrical one by a
generator coupled to the turbine axis. The choice of a
wind turbine depends on its power, then on the required
size for its implementation and the zone where itshould be installed. The efficiency of a wind turbine is
function of the regularity and the power of the wind
speed. Practically, the power of a wind turbine (PWT) is
calculated from the following equation [23]:
PWT= Pd/ Nhw (1)
Fig. 1 System under consideration.
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
3/10
Limiting Use of Potential Energy Storage Compared to Batteriesfor a Lebanese Hybrid Wind/PV System
2229
where Pd is the daily needed power for the shortage
periods (10 h), andNhwdesigns the average of the daily
number of hours for which the wind turbine is
functioning.
According to an annual survey of the wind speed
variation where the wind turbine will be installed in
Akkar, it was estimated thatNhwis closed to 6 h [24].
Table 1 gives the power calculations of the required
wind turbine for each of the three load systems. It
should be noted that the output voltage of each wind
turbine is 48 V. It is necessary to use a rectifier, AC-DC
converter, in order to connect the wind turbine to the 48
V DC bus (Fig. 1).
3.2 PV Solar System
The phenomenon named photovoltaic effect consists
mainly in transforming the solar light in electric energy
by means of the semiconductor devices named
photovoltaic cells.
The solar panel, or photovoltaic generator, is itself
constituted of an association of series and parallel of
the necessary number of modules to reply to the
requisite energy. The power of the required solar
panels (PSP) is calculated by using the following
formula [25]:
PSP= Pd/ Nhs (2)
withNhsis the average of the daily number of hours for
which the solar panels are functioning.
During one year, the variations of the temperature
and the luminosity in the proposed region are studied
[26]. Therefore,Nhsis estimated equal to 9 h [27]. The
selected solar panels are of power equal to 200 W, 24 V
each. For each load system, the number of solar panelsand their connection types (series and parallel) are
given in Table 2. In addition, the proposed panels are
connected to DC-DC converters with a maximum
power point tracking algorithm. These converters are
connected directly to the 48 V DC bus (Fig. 1).
3.3 Sizing of the Inverter
The choice of the most suitable inverter, which
converts the storage energy from the DC state to the
Table 1 Wind turbine power for each load system.
Loadsystem
ConsumptionpowerPc(kW)
Daily powerPd(kWh)
Wind turbinepowerPWT(kW)
1 3 30 5
2 6 60 10
3 10 100 20
Table 2 Number of solar panel for each load system.
Loadsystem
Daily powerPd(kWh)
Solar panelspowerPSP(kW)
NSP_Pparallel
NSP_Sseries
NSP
1 30 3,400 9 2 18
2 60 6,800 17 2 34
3 100 11,200 28 2 56
AC one and supplies the load demand, has a primary
criterion depending on the load consumption (Fig. 1).
Therefore, it is essential to have some notions on thepower consumption and its calculation [28]. The
inverter is characterized by its instantaneous power,
Pinv(t), its maximum power,Pmax-inv, and its efficiency,
inv. The calculation of Pmax-inv is based on the
maximum power absorbed by the load.
Based on the proposed strategy in supplying the
three load systems, the power of the required inverter
for each load system, which is connected to the 48 V
DC bus is calculated and given in Table 3.
These calculations are taking into account the
efficiency of the used inverters which is equal to 0.8.
4. Brief Review on Energy Storage Systems
The fundamental idea of the energy storage is to
transfer the power produced by the power plant during
the weak load periods to the peak periods. Initially,
electricity must be transformed into another form of
storable energy (chemical, mechanical, electrical or
potential energy) and to be transformed back whenneeded [29-33]. The stored energy should be quickly
converted on demand and used in a wide variety of
electric applications and load sizes. There exist
different ESS (energy storage system) technologies.
Some of them are well studied and developed, while
others are just emerging [34].
Electrical energy can be stored in different ways.
The major electric storage technologies are:
batteries;
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
4/10
Limiting Use of Potential Energy Storage Compared to Batteriesfor a Lebanese Hybrid Wind/PV System
2230
Table 3 Inverter power for each load system.
Loadsystem
Consumption powerPc(kW)
Inverter powerPinv(kVA)
1 3 4
2 6 8
3 10 14
pump hydro power; CAES (compress air energy storage); flywheels; SMES (super conducting magnetic energy storage); super capacitors; hydrogen storage.The first two energy storage devices and
technologies are treated and developed separately in
Sections 5 and 6.
In fact, it is considered that the load systems can be
supplied from energy stored in batteries or as potential
energy when the EOL is cut off.
4.1 CAES (Compress Air Energy Storage)
The CAES can store compressed air inside a tank in
order to use it during low wind speed or to smooth up
power fluctuation. CAES is an electromechanical
storage system which is designed to store high pressureair during off peak and used during on peak. The stored
energy can then be converted back to electricity by
withdrawing the compressed air and using it in a
turbine coupled to an alternator [35].
4.2 Flywheels
A rotating mass, rotor, spinning at a very high
velocity and an integrated motor-generator are the two
main components of the flywheel storage device. The
motor-generator operates as motor to turn the flywheel
and store energy or as a generator to produce power. The
discharge rate of flywheel make it not suitable to be used
for long periods but its long life time, high energy
density, large maximum power output, short access time,
high efficiency and small environmental impacts make it
to be considered as an applicable device for improving
the range, performance and efficiency of electric
vehicles and other applications [36].
4.3 SMES (Super Conducting Magnetic Energy Storage)
A SMES device is a super conducting coil that
energy could be stored in its magnetic field. The coil
must be kept at a very low temperature to maintain itssuper conducting capabilities. SMES energy devices
are able to provide high power, very fast (few seconds).
These technologies are only used for power quality
applications [37].
4.4 Super Capacitors
Super capacitors store energy by physically
separating negative and positive charges like
traditional electric capacitors. They can charge and
discharge a large amount of power in a very short time.
Self-discharge rate of super capacitors (10% per day) is
the main reason for being less suitable for long term
storage [38].
4.5 Hydrogen Storage
In a hydrogen storage device, hydrogen is being
gained and is stored in a gas tank. The fuel cell can use
the stored hydrogen to produce electricity when
required. During the process of electricity generation,
just pure water is produced. This technology is among
the most pure types and the device is able to store large
amount of power. Its efficiency is low that is about
25% [39].
Fig. 2 resumes the fields of application of the
different storage techniques according to energy needs.
5. Electrical Energy Storage as Chemical
Energy
5.1 Principle
The chemical energy is the most common form for
storing electrical energy. In fact, the batteries are
subjected to chemical reactions taking place to store
electrical energy as chemical one. To reproduce the
electricity, there are reversed chemical reactions. The
most common in the market are the lead acid batteries
which, due to several improvements, are the most
competitive [40]. An advantage of batteries is that they
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
5/10
Limiting Use of Potential Energy Storage Compared to Batteriesfor a Lebanese Hybrid Wind/PV System
2231
Fig. 2 Fiels of application of the different storage
techniques according to energy needs [12].
are available for a wide range of power ratings from
few watts up to several MW, when grouped, and can be
used in wide variety of applications
5.2 Sizing of the Accumulators
Despite their limited number of cycles, the
electrochemical accumulators represent the solution
which seems offering the best compromise between
cost and performance for this application.
In fact, an electrochemical accumulator is
characterized by its maximum storage capacity, its
efficiency, its peak power that can be provided or
received and its availability. As the DC bus voltage is
fixed to 48 V, the required Ah for the power
consumption is:
IBat=Pd/ VDC (3)
Thus, for a 200 Ah accumulator of 12 V output
voltage with four batteries connected in series to obtain
a 48 V DC voltage, the number of the needed parallel
lines and the total number of batteries are given in
Table 4. It is assumed that the efficiency of these
batteries is about 80%.
Table 4 Number of batteries for each load system.
Load systemBattery currentIBat(Ah)
Lines inparallel
Number ofbatteries
1 781.25 4 16
2 1,562.5 8 32
3 2,604 13 52
6. Electrical Energy Storage as Hydraulic
Energy
6.1 Principle
It consists in using dual basins of water. The water of
the upper basin, which is located on an elevated zone
near the workshop, is converted into electricity by
using a generator connected to a turbine in order to be
consumed during peak hours. Then, it is collected by
the lower basin.
Water is therefore pumped during times of low
consumption to the upper basin forming a closed loop
and to be used by the turbine another time. In the case
of a pump-wind/PV connection, water is rising with theexcess of the intermittent energy [25].
6.2 Sizing the Hydraulic Energy Storage System
To find the limiting case that separate the use of the
potential energy storage system from the use of
batteries, the different components of the first system
should be calculated.
In fact, when the EOL is on, the produced energy
from the hybrid wind/PV system is used to pump the
water from the lower basin to the upper one. Thus, the
pump power, the daily consumed energy and the size of
the upper and the lower basins should be calculated.
Pump power: Based on the existed wind/PVhybrid system and the consumed power, the pump
power (Pp) is supposed equal to 1/4 of the consumption
power (Pc) given in Table 1. If the efficiency of this
pump is about 80%, thus, its reel power should be:
PPump,reel= Pc/[4(0.8)] (4)
Daily consumed energy: This energy (Ed) is
calculated from the daily consumed power (Pd) given in
Table 1 by using the conversion base, 1 Wh = 3,600 J.
Upper and lower basins sizes: The dailyconsumed energy (Ed) should be delivered by the
hybrid wind/PV system. In order to obtain continuity
in supplying the different load systems, we suppose
that, for one day, an absence of wind speed and
important sun temperature and luminosity occurred.
Thus, daily consumed energy is stored in the upper
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
6/10
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
7/10
Journal of Energy and Power Engineering 7 (2013) 2227-2236
Table 6 Consumption power, flow rate, valve section and
turbine/generator power.
Loadsystem
ConsumptionpowerPc(kW)
Waterflow Qmax(L/s)
ValvesectionS(inch)
Turbine/generatorpower PT,reel ;PG,reel(kW)
1 3 16 5 32 6 31 10 5
3 10 51 15 8
Table 7 Cost of storage systems using batteries for a
period of 20 years.
Loadsystem
Batteriescost ($)
Invertercost ($)
Installationcost ($)
Maintenancecost ($)
Totalcost ($)
1 20,000 8,000 1,000 1,000 30,000
2 40,000 16,000 2,000 3,000 61,000
3 65,000 28,000 3,000 5,000 101,000
For the turbine-generator system, its installation and
maintenance costs are respectively 500$ and 2,000$.
The length of the used pipes or hoses is about 50 m
with an installation cost of 1,200$ and their
maintenance cost is 300$. Table 8 resumes the cost of
each element composing the hydraulic system, their
installation and maintenance costs, and in particularly
the total cost.
Therefore, the economical comparison between the
two energy storage techniques is dressed in Table 9 and
illustrated in Fig. 3.Based on Table 4, these batteries are supposed to be
changed five times in 20 years. The cost of the
proposed inverters in Table 3 is 1$/VA [25]. These
inverters will be changed after 10 years of use.
Concerning the potential energy storage system,
this one contains several components. First, the upper
and the lower basins are made of sheet metal of steel.
In fact, the size of one standard 3.8 mm steel sheet
metal is 2 m of length and 1 m of width. The cost of
each sheet is 70$ [25]. Based on the basins
dimensions given in Table 5, the number of used
sheets for each load system is calculated. Table 10
resumes the number of sheets, their backing cost, their
soldering cost and the total cost for the upper and the
lower basins. The used pump is placed near the sea (or
a river), thus, only the cost of the upper basin will be
taken into consideration in the comparative study.
For the different load systems, and regarding the
used pumps, their installation cost is 300$ and their
maintenance cost is 700$ supposing that one replaces
each one every 5 years.
From the first point of view, this comparison
illustrates that the electrochemical energy storage
system is more economical regarding its attractive cost,
its occupied place and its volume. Thus, the batteries
play an important role for low energy storage
applications. Their inconvenient reside in their
recycling which is very pollutant. Contrarily, for high
energy storage applications, the used number of
batteries is very important in a way that the potential
energy becomes more economical, efficient and non
pollutant. Therefore, the limiting value for the use of
batteries is 6 kW of consumption power as analyzed in
this paper. In addition, it should be noted that, this limit
can becomes lower than 6 kW if the potential altitude
has an important value, which implies a decrease in the
water flow, the valve size, the turbine and the generator
powers, and especially, in the basin dimensions.
Following are some other advantages of the potential
energy storage technique: This technique is mature and reliable, simple and
of relatively long life span. After using, it is easy to
destroy the materials, make a recycling of the
components and rehabilitate the site;
The storage in the enclosed basins and in a closedcircuit can be installed everywhere, even distant from
the rivers;
The realization of this technique coupled torenewable energy sources permits the introduction of
these technologies and increase the electricity rate
produced by renewable energy.
The environmental inconveniences of such system
are mainly due to the visual and auditory impacts of
the hydromechanics and basins installations. It should
be noted that the noise due to the working of the
pumps and turbines can be decreased while using an
insulator.
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
8/10
Limiting Use of Potential Energy Storage Compared to Batteriesfor a Lebanese Hybrid Wind/PV System
2234
Table 8 Costs of the hydraulic system and its components for a period of 20 years.
Loadsystem
Pump cost($)
Turbine &generator cost ($)
Pipes cost($)
Installationcost ($)
Manitenancecost ($)
Basin cost($)
Total cost($)
1 650 5,000 700 2,000 3,000 24,000 35,350
2 1,000 10,000 1,300 2,000 3,000 44,000 61,300
3 1,800 15,000 2,200 2,000 3,000 64,000 88,000
Table 9 Costs of the two energy storage techniques for a period of 20 years.
Load systemConsumption powerPc(kW)
Cost of the electrochemical storage system($)
Cost of the potential energy storage system($)
1 3 30,000 35,350
2 6 61,000 61,300
3 10 101,000 88,000
Table 10 Number and cost of sheets, backing and soldering costs, upper and lower basins costs.
Load systemNumber ofsteel sheets
Steel sheets costs($)
Backing cost($)
Soldering cost($)
Upper basin cost($)
Upper & lower basinscost ($)
1 220 16,000 4,000 4,000 24,000 48,0002 440 32,000 6,000 6,000 44,000 88,000
3 660 48,000 8,000 8,000 64,000 128,000
Fig. 3 Costs of the two storage techniques function of the
consumption power for the three load systems.
8. Conclusions
In this paper, the authors are interested in studying
two techniques of storing the produced electrical
energy: the electrochemical energy and the potential
energy. These techniques concern the decentralized
systems of electricity production which can be coupled
or not to the grid. These systems are formed by a hybrid
wind/PV source. However, the safety that offers this
unit of production, thanks to the presence of the devices
of energy storage, returns the hybrid systems
economically viable. Three different load systems
connected to the grid and a hybrid wind/PV sources are
conceived and treated. First, the choice of such sources
is studied. Secondly, two electrical energy storage
techniques are calculated. Finally, an economical
comparative survey between the electrochemical and
the hydraulic storage techniques are presented. For the
load system 1, the hydraulic energy storage is more
expensive than using batteries, and for the load system
3, the hydraulic energy storage is less expensive than
using batteries. The limiting power for the use of the
potential energy storage system compared to the
electrochemical one is about 6 kW of consumption
power. Thus, it is recommended to use batteries to store
the produced energy in low power applications (less
than 6 kW), else, the potential energy storage system
becomes more required for use in high power
applications.
References
[1] N. Moubayed, A. El Ali, R. Outbib, Comparison betweendifferent control methods of a solar energy conversion
system, in: 33rd IEEE PVSC08, IEEE Photovoltaic
Specialists Conference, San Diego, California, USA, May
11-16, 2008, pp. 1-6.
[2] M.A. Elhadidy, S.M. Shaahid, Decentralized/stand-alonehybrid wind-diesel power systems to meet residential
loads of hot coastal regions, Energy Conversion and
Management, Elsevier 46 (2005) 2501-2513.
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
9/10
Limiting Use of Potential Energy Storage Compared to Batteriesfor a Lebanese Hybrid Wind/PV System
2235
[3] A. El-Ali, J. Kouta, D. Al-Samrout, N. Moubayed, R.Outbib, A note on wind turbine generator connected to a
lead acid battery, in: 7th International Conference on
Electromechanical and Power Systems, Romania, Oct. 8-9,
2009, pp. 341-344.
[4] H. Ibrahim, A. Ilinca, R. Youns, J. Perron, T. Basbous,Study of a hybrid wind-diesel system with compressed air
energy storage, in: Electrical Power Conference,
Renewable and Alternative Energy Resources, Montreal,
Canada, Oct. 25-26, 2007, pp. 1-6.
[5] H. Al-Sheikh, N. Moubayed, Fault detection and diagnosisof renewable energy systems: An overview, in:
International Conference on Renewable Energies for
Developing Countries, Beirut, Lebanon, Nov. 28-29, 2012,
pp. 1-7.
[6] G. Bassil, Policy Paper for the Electricity Sector inLebanon, Ministry of Energy and Water, Internal report,
Lebanon, 2010.
[7] Possible Vision of the Production of Energy fromRenewable Sources in the ESCWA Countries, Internal
report of United Nations, Beirut, Lebanon, 2001.
[8] N. Karami, N. Moubayed, R. Outbib, Analysis andimplementation of an adaptative PV based battery floating
charger, Solar Energy, Elsevier 86 (9) (2012) 2383-2396.
[9] R. Billinton, Y. Gao, Multistate wind energy conversionsystem models for adequacy assessment of generating
systems incorporating wind energy, IEEE Transaction on
Energy Conversion 23 (1) (2008) 163-170.
[10] N. Moubayed, A. El-Ali, R. Outbib, A comparison of twoMPPT techniques for PV system, WSEAS Transactions
on Environment and Development 5 (12) (2009) 770-779.
[11] W.H. Hu, Y. Wang, W.Z. Yao, J.L. Wu, H.L. Zhang, Z.A.Wang, An efficient experimental method for high power
direct drive wind energy conversion systems, in: IEEE
Power Electronics Specialists Conference, Rhodos,
Greece, June 15-19, 2008, pp. 3955-3959.
[12] H. Ibrahim, M. Dimitrova, Y. Dutil, D. Rousse, A. Ilinca,J. Perron, Wind-diesel hybrid system: Energy storage
system selection method, in: 12th International
Conference on Energy Storage, Innostock, May 16-19,
2012, pp. 1-10.
[13] N. Moubayed, A. El-Ali, R. Outbib, Control of an hybridsolar-wind system with acid battery for storage, WSEAS
Transactions on Power Systems 4 (9) (2009) 307-318.
[14]N. Karami, N. Moubayed, R. Outbib, Fuel flow controlof a PEM Fuel Cell with MPPT, in: IEEE International
Symposium on Intelligent Control, Part of 2012 IEEE
Multi-Conference on Systems and Control (IEEE
MSC 2012), Dubrovnik, Croatia, Oct. 3-5, 2012, pp.
289-294.
[15] S. Drouilhet, Preparing an existing diesel power plant for awind hybrid retrofit: Lessons learned in the Wales, Alaska,
Wind-diesel hybrid power project, in: Wind Power
Conference, Washington D.C., USA, June 4-6, 2001, pp.
1-13.
[16] N. Moubayed, F. Meibody-Tabar, B. Davat, I. Rasonarivo,Conditions of safely supplying of DSIM by two PWM VSI,
in: 8th European Conference on Power Electronics and
Applications, Lausanne, Switzerland, Sep. 7-9, 1999, pp.
1-7.
[17] N. Moubayed, Speed control of double stator synchronousmachine supplied by two independent voltage source
inverters, WSEAS Transactions on Systems and Control 4
(6) (2009) 253-258.
[18] N. Moubayed, Alimentation par onduleurs de tension desmachines multi-toiles, Ph.D. Thesis, Institut National
Polytechnique de Lorraine, Nancy, France, 1999.
[19] A. El Ali, N. Moubayed, R. Outbib, Comparison betweensolar and wind energy in Lebanon, in: 9th International
Conference on Electrical Power Quality and utilization,
Barcelona, Spain, Oct. 9-11, 2007, pp. 1-5.
[20] N. Moubayed, Energy management in power systems:Hybridization of sources and power division, Habilitation
Research (HDR), Lebanese University, Sept. 2011.
[21] G. Hassan, The National Wind Atlas of Lebanon, A reportDeveloped for UNDP, CEDRO Project, Beirut, Lebanon,
Jan. 25, 2011.
[22] M. Sleiman, Renewable Energy Hybrid System forOGERO Telecom Station in Lebanon, ALMEE
Enewsletter 15 (2013) 1-10.
[23] H. Raya, N. Moubayed, Economic study on batteries andCAES for a Lebanese hybrid wind/diesel system, in:
International Conference on Technological Advances in
Electrical, Electronics and Computer Engineering
(TAEECE 2013), Konya, Turkey, May 9-11, 2013, pp.
1-5.
[24] G. Gerges, A. El Ali, N. Moubayed, R. Outbib, Windturbine in Lebanon: Annual report, efficiency and
profitability, in: 6th International Conference on
Electromechanical and Power Systems, Chisinau,
Moldavia, Oct. 4-6, 2007, pp. 361-366.
[25] A. El-Ayoubi, N. Moubayed, Economic study on batteriesand hydraulic energy storage for a Lebanese hybrid
wind/PV system, in: International Conference and
Exposition on Electrical and Power Engineering, Iasi,
Romania, Oct. 25-27, 2012, pp. 972-977.
[26] M. Zakaria, A. El Ali, N. Moubayed, R. Outbib, Solarenergy: Annual report, efficiency and profitability, in: 4th
International Conference on Electrical and Power
Engineering, IASI, Romania, Oct. 12-13, 2006, pp.
1571-1578.
[27] A. El-Ayoubi, N. Moubayed, Economic optimization ofsources of energies using hybrid wind/PV system, in:
International Conference on Renewable Energies for
-
8/12/2019 Limiting Use of Potential Energy Storage Compared to Batteries for a Lebanese Hybrid Wind_PV System
10/10
Limiting Use of Potential Energy Storage Compared to Batteriesfor a Lebanese Hybrid Wind/PV System
2236
Developing Countries, Beirut, Lebanon, Nov. 28-29, 2012,
pp. 1-6.
[28] T. Wildi, G. Sybille, Electrotechnique, 4th ed., De Boeck,2005.
[29] Z. Olaofe, K. Folly, Energy storage technologies for smallscale wind conversion system, in: IEEE PEMWA, Power
Electronics and Machines in Wind Applications, Denver,
USA, July 16-18, 2012, pp. 1-5.
[30] J.B. Greenblatt, S. Succar, D.C. Denkenberger, R.H.Williams, R.H. Socolow, Base load wind energy:
Modeling the competition between gas turbines and
compressed air energy storage for supplemental
generation, Energy Policy 35 (3) (2007) 1474-1492.
[31] H. Ibrahim, A. Ilinca, J. Perron, Energy storagesystemsCharacteristics and comparisons, Renewable
and Sustainable Energy Reviews 12 (2008) 1221-1250.
[32] G.O. Cimuca, Inertial energy storage associated with awind generators, Ph.D. Thesis, ENSAM, Paris, France,
2005.
[33] H. Al-Sheikh, N. Moubayed, Health status and diagnosisof batteries in renewable energy systems: An overview, in:
EPE 2012, International Conference and Exposition on
Electrical and Power Engineering, Iasi, Roumania, Oct.
25-27, 2012, pp. 922-927.
[34] Emerging Energy Storage Technologies in Europe, Frostand Sullivan report, Texas, USA, 2003.
[35] N.S. Hasan, M.Y. Hassan, M.S. Majid, H.A. Rahman,Mathematical model of compressed air energy storage in
smoothing 2 MW wind turbine, in: IEEE International
Power Engineering and Optimization Conference
(PEDCO), Malacca, Malaysia, June 6-7, 2012, pp.
339-343.
[36] C. Hearn, M.C. Lewis, S.B. Pratap, R.E. Hebner, F.M.Uriarte, D.M. Chen, et al., Utilization of optimal control
law to size grid-level flywheel energy storage, IEEE
Transactions Sustainable Energy 99 (2013) 1-8.
[37] A.H. Hassan, An overview of SMES applications in powerand energy systems, IEEE Transactions Sustainable
Energy 1 (1) (2010) 38-47.
[38] F. Bguin, E. Raymond-Pinero, New developments in thefield of supercapacitors, Engineering techniques, RE 92
(2008) 1-7.
[39] N. Karami, N. Moubayed, R. Outbib, MPPT with reactantflow optimization of PEM Fuel Cell, ASME: Journal of
Fuel Cell Science and Technology, in Press.
[40] S. Barsali, M. Ceraolo, Dynamical models of lead-acidbatteries: Implementation issues, IEEE Transactions on
Energy Conversion 17 (1) (2002) 16-23.