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This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination.
A Hydraulic Wind Power Transfer System:
Operation and Modeling
Afshin Izadian, Senior Member, IEEE, Sina Hamzehlouia, Majid Deldar, and Sohel Anwar
Abstract—Conventional wind power plants employ a variable
speed gearbox to run a generator housed on top of a tower. A new
topology can remove some of the weight from the tower and
centralize the wind power generation. This new topology uses a
hydraulic wind power transfer system to connect several wind
turbines to the generation unit. This paper demonstrates a mathe-
matical modeling of this wind power transfer technology and its
dynamic behavior. The flow response, angular velocity, and pres-
sure of the system obtained from the mathematical model are
compared with test results to demonstrate the accuracy of the
mathematical model. Several speed-step responses of the system
obtained from the mathematical model demonstrate a close agree-
ment with the results from the prototype of the hydraulic wind
power transfer unit.
Index Terms—Hydraulic wind power transfer, mathematical
modeling, wind turbine.
I. INTRODUCTION
U TILIZATION of renewable energies as an alternative
for fossil fuels is growing considerably due to the ex-
haustion of natural hydrocarbons and the related environmental
concerns [1], [2].
Potential sources of renewable energy available around the
world, if harvested, can meet all power demands and eliminate
the negative effects of fossil fuels [3]. Recent advancements in
wind turbine manufacturing have reduced production costs of the
wind energy harvesting units and have resulted in the expansion
of the application of wind power plants by 30% [5], [6].
Consequently, wind turbines can become one of the major power
sources contributing to the world’s energy demands [4]. How-
ever, the harvesting technology has remained in its traditional
topology. Typical horizontal axis wind turbines include a rotor to
convert the wind energy into the shaft momentum [7]. This rotor
is connected to a drivetrain, a gearbox, and an electric generator,
which are integrated in a nacelle located at the top of the tower.
These components, specifically the variable speed gearbox, are
expensive, bulky, and require regular maintenance, which keeps
wind energy production expensive. In addition, since the gear-
box and generator are located on the top of the tower, its
installation and maintenance are time consuming and expensive.
Moreover, although the typical expected lifetime of a utility
wind turbine is 20 years, the gearboxes require an overhaul
within 5–7 years of operation, and their replacements could cost
approximately 10% of the turbine cost [8].
Accumulation of the wind energy from several wind turbines
in one central unit at the ground level is an innovative solution to
address the above deficiencies. In this novel system, each wind
tower harvests wind energy and converts it to a high-pressure
fluid. The flows from several wind turbine towers are combined
and fed to the central unit. At this unit, the combined fluids are
split between a main generator and an auxiliary generator. This
technology will eliminate the weight from the tower which
reduces the maintenance time and cost. Moreover, instead of
having one generator and one variable gearbox for each wind
tower, multiple wind turbines are integrated to ultimately reduce
the capital costs.
A hydraulic transmission system (HTS) is identified as an
exceptional means of power transmission in applications with
variable input or output velocities such as manufacturing, auto-
mation, and heavy-duty vehicles [9]. It offers fast response time,
maintains precise velocity under variable input and load condi-
tions [10], and is capable of producing high forces at high speeds
[11]. Moreover, HTS offers decoupled dynamics, allowing for
multiple-input, single-output drivetrain energy transfer config-
urations [12]. Earlier research has shown the possibility of using
this type of power transfer technology in a wind power plant,
even though it is not feasible in its electrical counterpart
[20]–[22], [30].
Simulation tools have been developed for hydraulic circuits
[14] and used for modeling and control of turbines [15] and
hydraulic transmissions [16]. Closed-loop hydraulic transmis-
sion lines have similarly been modeled by the use of governing
equations [17], [18] and by modeling fluid compressibility [19].
Mathematical models of HTS wind turbine power plants are
required to understand the dynamic behavior of the system, to
investigate the performance of the plant, and to improve their
design and controls. However, no validated mathematical model
is available for the hydraulic transmission of wind power.
This paper introduces a mathematical model of a hydraulic
wind power transmission system and demonstrates the perfor-
mance of its operation at different speed ratios. This model was
developed based on the models and governing equations of
hydraulic circuit components that include wind-driven pumps,
generator-coupled hydraulic motors, hydraulic safety compo-
nents, and proportional flow control elements. The dynamic
operation and step response of the system were modeled and
verified with the experimental results gained from a prototype of
the wind power plant.
Manuscript received February 09, 2013; revised June 24, 2013 and August 22,
2013; accepted November 05, 2013. This work was supported by Grants from
IUPUI RSFG Funds, IUPUI Solution Center, and IUPUI FORCES Funds. This
research was conducted at the Energy Systems and Power Electronics Laboratory
at the Purdue School of Engineering and Technology, IUPUI.
The authors are with the Purdue School of Engineering and Technology,
Indiana University–Purdue University Indianapolis (IUPUI), Indianapolis, IN
46202 USA (e-mail: aizadian@iupui.edu).
Color versions of one or more of the figures in this paper are available online at
http://ieeexplore.ieee.org.
Digital Object Identifier 10.1109/TSTE.2013.2291835
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY 1
1949-3029 © 2014 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.
This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination.
This paper is organized as follows. Section II explains the
overall hydraulic power transfer system and its system compo-
nents. Section III presents the dynamic model of the HTS. A
pressure loss calculation model is introduced in Section IV.
Section V includes the mathematical model verification with
computer simulations, the experimental data, and a discussion.
II. HYDRAULIC WIND POWER TRANSFER SYSTEM
The hydraulic wind power transfer system consists of a fixed
displacement pump driven by the prime mover (wind turbine)
and one or more fixed displacement hydraulic motors. The
hydraulic transmission uses a hydraulic pump to convert the
mechanical input energy into pressurized fluid. Hydraulic hoses
and steel pipes are used to transfer the harvested energy to the
hydraulic motors [16].
A schematic diagram of a wind energy HTS is illustrated in
Fig. 1. As the figure demonstrates, a fixed displacement pump is
mechanically coupled with the wind turbine and supplies pres-
surized hydraulic fluid to two fixed displacement hydraulic
motors. The hydraulic motors are coupled with electric genera-
tors to produce electric power in a central power generation unit.
Since the wind turbine generates a large amount of torque at a
relatively low angular velocity, a high displacement hydraulic
pump is required. The pump might also be equipped with a fixed
internal speed-up mechanism. Flexible high-pressure pipes/
hoses connect the pump to the central generation unit.
The hydraulic circuit uses check valves to ensure the unidi-
rectional flow. A pressure relief valve protects the system
components from the destructive impact of localized high-pres-
sure fluids. The hydraulic circuit contains a specific volume of
hydraulic fluid, which is distributed between the hydraulic
motors using a proportional valve. In Section III, the governing
equations of the hydraulic circuit are obtained.
III. MATHEMATICAL MODEL
The dynamic model of the hydraulic system is obtained by
using governing equations of the hydraulic components in an
integrated configuration. The governing equations of hydraulic
motors and pumps to calculate flow and torque values [20], [25],
[30] are utilized to express the closed-loop hydraulic system
behavior. Note that all parameters are measured in British
Engineering Units. If necessary, appropriate conversion factors
were applied when dealing with and as well as and
.
A. Fixed Displacement Pump
The flow that is delivered by the hydraulic pump is determined
by [29]
where is the pump flow delivery, is the pump angular
velocity, is the pump displacement, is the pump leakage
coefficient, and is the differential pressure across the pump
defined as
where and are the gauge pressures at the pump terminals.
The pump leakage coefficient is a numerical expression of the
leak probability and is expressed as follows:
where is the hydraulic fluid density and is the fluid kinematic
viscosity. is the pump Hagen–Poiseuille coefficient and is
defined as [29]
where is the pump’s nominal angular velocity, is the
nominal fluid kinematic viscosity, is the pump’s nominal
pressure, and is the pump’s volumetric efficiency. Finally,
torque at the pump-driving shaft is obtained by
where is the pump’s mechanical efficiency and is ex-
pressed as
B. Fixed Displacement Motor Dynamics
The flow and torque equations are derived for the hydraulic
motor using the motor governing equations. The fluid leakage
within its gears and casing reduces the shaft speed from ideal
speed. Thus the hydraulic flow supplied to the hydraulic motor
can be obtained by [29]
where is the motor flow delivery, is the motor displace-
ment, is the motor leakage coefficient, and is the
differential pressure across the motor and is expressed as
where and are the gauge pressures at the motor
terminals.
Fig. 1. Schematic of the high-pressure hydraulic power transfer system. The
hydraulic pump is at a distance from the central generation unit.
2 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
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The motor leakage coefficient is a numerical expression of the
leak probability and is expressed as follows:
where is the hydraulic fluid density and is the fluid kinematic
viscosity. is the motor Hagen–Poiseuille coefficient and is
defined as [29]
where is the motor’s nominal angular velocity, is the
nominal fluid kinematic viscosity, is the motor nominal
pressure, and is the motor’s volumetric efficiency. Finally,
torque at the motor driving shaft is obtained by
where is the mechanical efficiency of the motor and is
expressed as
The total torque produced in the hydraulic motor is expressed
as the sum of the torques from the motor loads and is given as
where is the total torque in the motor and , , and
represent the inertial torque, damping friction torque, and load
torque, respectively. This equation can be rearranged as
where is the motor inertia, is the motor angular velocity,
and is the motor damping coefficient.
C. Hose Dynamics
The fluid compressibility model for a constant fluid bulk
modulus is expressed in [19]. The compressibility equation
represents the dynamics of the hydraulic hose and the hydraulic
fluid. Based on the principles of mass conservation and the
definition of bulk modulus, the fluid compressibility within the
system boundaries can be written as
where is the fluid volume subjected to pressure effect, is the
fixed fluid bulk modulus, is the system pressure, and is the
flow rate of fluid compressibility, which is expressed as
Hence, the pressure variation can be expressed as
D. Pressure Relief Valve Dynamics
Pressure relief valves are used for limiting the maximum
pressure in hydraulic power transmission. A dynamic model for
a pressure relief valve is presented in [26]. A simplified model to
determine the flow rate passing through the pressure relief valve
in opening and closing states [19] is obtained by
>
where is the slope coefficient of valve static characteristics,
is the system pressure, and is the valve opening pressure.
E. Check Valve Dynamics
The purpose of the check valve is to permit flow in one
direction and to prevent back flows. Unsatisfactory functionality
of check valves may result in high system vibrations and high-
pressure peaks [27]. For a check valve with a spring preload [28],
the flow rate passing through the check valve can be obtained by
>
where is the flow rate through the check valve, is the flow
coefficient, is the hydraulic perimeter of the valve disc, is the
system pressure, is the valve opening pressure, is the
area in which fluid acts on the valve disc, and is the stiffness of
the spring.
The overall hydraulic system can be connected as modules to
represent the dynamic behavior. Block diagrams of the wind
energy transfer using MATLAB Simulink are demonstrated in
Figs. 2 and 3. The model incorporates the mathematical govern-
ing equations of individual hydraulic circuit components. The
bulk modulus unit generates the pressure of the system.
IV. PRESSURE LOSS CALCULATION
The energy in the hydraulic fluid is dissipated due to viscosity
and friction. Viscosity, as a measure of the resistance of a fluid to
flow, influences system losses as more viscous fluids require
more energy to flow. In addition, energy losses occur in pipes as a
result of the pipe friction. The pressure loss and friction loss can
be obtained by continuity and energy equations (i.e., Bernoulli’s
equation) for individual circuit components such as transmission
lines, pumps, and motors [29].
The Reynolds number determines different flow regime of a
fluid (laminar or turbulent). It can be used as a design principle
Fig. 2. Hydraulic wind energy harvesting model schematic diagram.
IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 3
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for the system hose sizing. The Reynolds number of a fluid is
obtained by
where is the density of the fluid, is the length of the pipe, is
the dynamic viscosity of the fluid, is the kinematic viscosity,
and is the average fluid velocity and is expressed as
where is the flow in the pipe and is the inner area of the
pipe. The energy equation is an extension of Bernoulli’s equation
by considering the frictional losses and the existence of pumps
and motors in the system. The energy equation is expressed
as [29]
where is the elevation head, is the fluid velocity, is the
pressure, is the earth gravity, is the specific weight, is the
pump head pressure, is the motor head pressure and is
calculated by the compressibility equation, and is the head
loss.
The pipe head loss is calculated by Darcy’s equation, which
determines loss in pipes experiencing laminar flows by [29]
where is the inside pipe diameter, is the average fluid velocity
in the pipe, and is the friction factor and is defined for a pipe
experiencing laminar flow as
The energy equation is utilized along with Darcy’s equation
and the compressibility equation to calculate the pressure loss at
every pipe segment (both horizontal and vertical) and the head of
each pump in the system.
V. SYSTEM OPERATION
One benefit of the proposed hydraulic transfer system is
having one central generation unit. The key point in this system
is the usage of a proportional valve to make this design a
possibility. In a conventional wind power plant, individual
gearboxes in each wind tower interface the low- and high-speed
shafts of the turbine and the generator and provide an amplified
linear speed follower mechanism.
In the new design, hydraulic energy transfer in the form of
pressurized fluid replaces the gearbox compartment, allowing for
energy collection from multiple turbines. This technique utilizes
hydraulic pumps and hydraulic motors connected through
high-pressure pipes to transfer the energy from the wind turbine
to a central ground level generator. Hydraulic valves are utilized
to control and regulate the hydraulic flows while propelling a
loaded generator at the desired frequency.
Multiple-turbine configuration requires multiple hydraulic
pumps driven by individual turbines. The energy from each
turbine in this system is transferred through pipes and is collected
in a fluid combiner unit at the central ground level power
generation unit. In the central power generation unit, there are
two sets of main and auxiliary generators. The total fluid
generated from the multiple turbines is regulated and sent to
the main generators. Excess power is transferred to the auxiliary
generator. Fig. 4 illustrates the system configuration of the
multiple wind turbines, the energy collection, and the central
energy generation unit.
In this configuration, the fluids of multiple mechanically
decoupled wind turbines are combined. The speed of each
hydraulic pump determines the fluid generation from each wind
tower. The fluid combiner collects the fluid power and the
proportional valve regulates the output fluid to the main genera-
tor to deliver the power determined by the load. The auxiliary
motor transfers the excess power to the auxiliary generator.
VI. EXPERIMENTAL VERIFICATION AND DISCUSSION
In this section, the mathematical model behavior is compared
with the experimental results obtained from a prototype. The
prototype parameters and system values are listed in Table I.
Fig. 4 demonstrates an overlay of the experimental setup and
hydraulic circuitry. A pulley-belt mechanism is used in decreas-
ing the speed and increasing the dc motor torque needed to run
the pump. The system operating conditions, such as angular
velocity, flows, and pressures, were precisely measured by fast
prototyping dSPACE 1104 hardware.
To demonstrate the accuracy of the mathematical model of the
hydraulic wind energy transfer prototype, two distinct test con-
figurations were considered as 1) forced flow distribution and
2) natural flow distribution between the hydraulic motors. These
configurations were used to analyze the dynamic system behav-
ior and evaluate the mathematical model performance. In the first
configuration, the valve was completely open to direct the flow
toward the auxiliary motor (Motor B). Hence, the primary motor
(Motor A) was excluded from the hydraulic circuit. In the second
configuration, which is also known as the natural flow split, a
directional valve was used to distribute the flow generated by the
Fig. 3. Simulink model of hydraulic wind energy harvesting system.
4 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
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dc pump between both hydraulic motors, based on the hydraulic
circuitry and geometric characteristics of the prototype.
A. Case I: Mathematical Model for Forced Flow Distribution
Fig. 5 shows the schematic diagram of the hydraulic circuit
configuration for the forced flow distribution. A pulsewidth
modulation (PWM) signal of 100 Hz with 10% duty cycle was
used to control the proportional valve to direct the flow toward
the auxiliary motor. The speed step response of the system was
generated by applying a step voltage to the dc motor to accelerate
the hydraulic pump from 0 to 300 rpm. After reaching a steady
state, a second step voltage was applied to speed up the system
from 300 to 400 rpm, followed by a step down back to 300 rpm to
analyze the undershoots.
Fig. 6 illustrates the angular velocity profile applied to both the
prototype and the mathematical model. Fig. 7 shows the flows of
the hydraulic pump obtained from the mathematical model and
measured from the prototype. This figure demonstrates the close
transient profile and steady-state values obtained from the model
and the experiment.
Fig. 8 illustrates the auxiliary motor flows obtained from the
mathematical model and the experimental setup. This figure
demonstrates a close agreement in the auxiliary motor velocity as
a result of step-up and step-down pump velocities and proves the
accuracy of the mathematical model. Fig. 9 shows the angular
velocity of the auxiliary motor obtained from the mathematical
model and the experimental setup. As the figure shows, the
Fig. 4. Schematic of a multi-turbine hydraulic wind power system.
TABLE I
SIMULATION PARAMETERS
Fig. 6. Schematic diagram of the first experimental configuration.
Fig. 5. Experimental setup of the hydraulic wind power transfer system.
IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 5
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velocities are close. The mechanical system imperfections and
dependency on operating pressure resulted in a slight deviation at
lower angular velocities. A slight difference between the
measured and calculated values was the result of geometrical
differences in the prototype and the mathematical model. The
experimental results demonstrate the accuracy and performance
of the mathematical model of the hydraulic wind energy transfer
system when the auxiliary motor is in the circuit.
B. Case II: Mathematical Model of Natural Flow Distribution
In the second configuration, the natural flow split, a directional
valve distributed the flow generated by the dc pump (wind
turbine) between both hydraulic motors. The flow was naturally
distributed between the hydraulic motors through the hydraulic
circuitry considering the geometrical characteristics of the pro-
totype, the displacement of the motors, and the position of the
flow-control valves, such as check valves and the pressure relief
valves. Fig. 10 displays the schematic diagram of the second
hydraulic circuit configuration.
In this configuration, a step input voltage is applied to the dc
motor to simulate a speed-step input to the hydraulic pump from
0 to 300 rpm. As the system reached the steady-state condition, in
about 10 s, another step function was applied to increase the
speed from 300 to 400 rpm. A speed step down was also
scheduled from 400 to 300 rpm to investigate the accuracy of
the mathematical model in determining undershoots. Fig. 11
illustrates the supplied pump angular velocity profile, which is
the input to the system. This speed was applied to the mathe-
matical model to investigate the modeling performance. Fig. 12
illustrates both the pump flow measured from the prototype and
that of the mathematical model. This figure demonstrates the
close flow profiles generated from the mathematical model and
the experimental setup both in transient and steady-state
conditions.
Fig. 13 illustrates an accurate calculation of the primary motor
flow from the mathematical model, which was in good agreement
with the prototype. Due to the asymmetries in the hydraulic
Fig. 7. Hydraulic pump angular velocity profile.
Fig. 8. Comparison between the hydraulic pump flow of the mathematical model
and the experimental results.
Fig. 9. Comparison between the auxiliary hydraulic motor flow of the mathe-
matical model and the experimental results.
Fig. 10. Comparison between the auxiliary hydraulic motor angular velocity of
the mathematical model and the experimental results.
Fig. 11. Schematic diagram of the second experimental configuration.
Fig. 12. Hydraulic pump angular velocity profile.
6 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
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circuit and the unmodeled dynamics of the transmission lines, the
flow recorded from the auxiliary motor showed a slight shift from
what the mathematical model calculated, at 300 rpm. Some of the
contributing factors to this dissimilarity are, namely, the effect of
the hydraulic circuit, the effect of directional valve dynamics,
and the slight displacement and leakage factor variation in the
experimental setup. The flow profile of the auxiliary motor is
shown in Fig. 14.
Figs. 15 and 16 illustrate the angular velocity profiles of the
primary and the auxiliary motors obtained from the mathematical
model and the experimental setup. As the figures demonstrate,
the speed profiles of the mathematical model and the experi-
mental setup are in close agreement both in transients and in
steady-state values. A slight deviation was observed at the
starting point transients of the auxiliary motor, which was due
to the effects described for flow calculations (Fig. 17). The speed
of the auxiliary motor was also influenced by motor inertia and
the damping factor.
In summary, the experimental results prove the accuracy and
performance of the mathematical model of this innovative
hydraulic wind energy transfer system. The transient dynamics
of the system and steady-state values were in good agreement
with what was obtained from the prototype.
VII. POWER TRANSFER SCALING CHALLENGES
Scaling of the hydraulic wind power transfer system has
certain limitations and challenges associated with them. Some
of these factors are identified as follows:
A. Power Transfer Distance
Distance between the towers on which the hydraulic pump is
located and the motor generator of the central unit is a limiting
factor. As the transmission line length is increased, the pressure
drop due to frictional losses will increase. Appropriate sizing of
the transmission lines is critical to improving the overall effi-
ciency of the power transfer system. Additionally, the number of
pumps integrated in the centralized generation unit needs to be
optimized based on the amount of frictional losses.
B. Hydraulic Motor/Pump Considerations
1) Power Rating: High power rating hydraulic pumps in the
range of several kilowatts operate at low revolutions per minute.
For instance, a 700-kW bent axis hydraulic pump operating at
full load rotates at 1200 rpm under a load torque of .
The pump has a displacement of 60 ( ) which is not
capable of running under higher load torques. As the torque
capacity of pump is increased, a special radial piston pump is
needed, whose operating speed is much less than that of the bent
axis pump. For instance, the pump delivering load
can reach top speed 300 rpm when generating 500 kW of power.
In other words, increasing torque and power simultaneously is
not possible for all ranges of the power delivery spectrum. Hence,
selecting a hydraulic pump with desired speed and torque needs
careful optimization.
2) Pump Displacement and Operating Pressure: Since the
generator is synchronous, the delivered power by the hydraulic
pump is a function of the load torqueon the hydraulic pump shaft.
The torque is the product of displacement and the operating
pressure. Therefore, for the power rating in the order of
megawatts, either the required displacement would be very
Fig. 13. Comparison between the hydraulic pump flow of the mathematical
model and the experimental results.
Fig. 14. Comparison between the primary hydraulic motor flow of the mathe-
matical model and the experimental results.
Fig. 15. Comparison between the auxiliary hydraulic motor flow of the mathe-
matical model and the experimental results.
Fig. 16. Comparison between the primary hydraulic motor angular velocity of
the mathematical model and the experimental results.
IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 7
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large ( ) or the operating pressure would be
around 6000 psi. These requirements may impose certain design
and manufacturing limitations.
VIII. CONCLUSION
This paper introduced a gearless wind power transfer system
as an alternative to traditional wind turbine drivetrains. A
mathematical model of the hydraulically driven energy harvest-
ing system was obtained. The dynamic behavior and the steady-
state response of the mathematical model to a velocity step input
demonstrated a close agreement with the results obtained from
the experimental setup for both forced flow and natural flow
configurations. The mathematical model could be used to scale
the system for an industrial-level wind power plant. Exclusive
benefits of implementing such a system based on the proposed
model include 1) eliminating the variable speed gearbox using a
hydraulic circuit; 2) having one central generator instead of
multiple generators, which decreases the capital cost of the wind
power plant; and 3) displacing most of the equipment from the
nacelle to the ground to obtain better accessibility to the genera-
tion unit and to reduce the maintenance costs and time.
REFERENCES
[1] T. Senjyu, R. Sakamoto, N. Urasaki, H. Higa, K. Uezato, and T. Funabashi,
“Output power control of wind turbine generator by pitch angle control
usingminimumvariancecontrol,”Elect.Eng.Jpn.,vol.154,no.2,pp.1–18,
Jan. 2006.
[2] J. G. Slootweg, H. Polinder, and W. L. Kling, “Dynamic modeling of a wind
turbine with doubly fed induction generator,” in Proc. IEEE Power Eng.
Society Summer Meeting, Vancouver, Canada, 2001.
[3] J. G. Slootweg, S. W. H. de Haan, H. Polinder, and W. L. Klimg, “General
model for representing variable speed wind turbine in power system
dynamics simulations,” IEEE Trans. Power Syst., vol. 18, no. 1,
pp. 144–151, Feb. 2003.
[4] Y. Lei, A. Mullane, G. Lightbody, and R. Yacamini, “Modeling of
wind turbine with a doubly fed induction generator for grid integration
studies,” IEEE Trans. Energy Convers., vol. 21, no. 1, pp. 257–264,
Mar. 2006.
[5] U.S. Departmentof Energy, (2008, May). Windenergy by 2030–Increasing
wind energy’s contribution to U.S. electricity supply. DOE/GO-2567.
[Online]. Available: http://www1.eere.energy.gov/windandhydro/pdfs/
41869.pdf.
[6] American Wind Energy Association, Another Record Year for Wind Energy
Installations. [Online]. Available: http://www.awea.org/pubs/factsheets/
Market_Update.pdf.
[7] S. Eriksson, H. Bernhoff, and M. Leijon, “Evaluation of different turbine
concepts for wind power,” Renew. Sustain. Energy Rev., vol. 12, no. 5,
pp. 1419–1434, Jun. 2008.
[8] A. Ragheb and M. Ragheb, “Wind turbine gearbox technologies,” in Proc.
1stInt.Nucl.Renew.EnergyConf.(INREC10),Amman,Jordan,Mar.2010.
[9] K. Dasgupta, “Analysis of a hydrostatic transmission system using low
speed high torque motor,” Mech. Mach. Theory, vol. 35, pp. 1481–1499,
Oct. 2000.
[10] A. V. Akkaya, “Effect of bulk modulus on performance of a hydrostatic
transmission control system,” Sadhana-Acad. Proc. Eng. Sci., vol. 31,
pp. 543–556, Oct. 2006.
[11] G. A. Sohl and J. E. Bobrow, “Experimentsand simulations on the nonlinear
control of a hydraulic servosystem,” IEEE Trans. Control Syst. Technol.,
vol. 7, no. 2, pp. 238–247, Mar. 1999.
[12] S. Habibi and A. Goldenberg, “Design of a new high-performance
electrohydraulic actuator,” IEEE/ASME Trans. Mechatron., vol. 5, no. 2,
pp. 158–164, Jun. 2000.
[13] S. G. Kim, J. H. Kim, and W. S. Lee, “Hydraulic system design and vehicle
dynamic modeling for development of a tire roller,” Int. J. Contr. Autom.
Syst., vol. 1, no. 4, pp. 89–94, Dec. 2003.
[14] Z. Jedrzykiewicz, J. Pluta, and J. Stojek, “Application of the MATLAB—
Simulink package in the simulation tests on hydrostatic systems,” Acta
Montan, vol. 1, pp. 29–36, 1998.
[15] B. Ji-Zhong, X. Ai-Guo, Y. Xin-Hua, and Z. Li-Kun, “Simulation model of
hydraulic turbine speed control system and its parameters identification
based on resilient adaptive particle swarm optimization algorithm,” in Proc.
Power and Energy Eng. Conf. (APPEEC), Mar. 2010, pp. 1–4.
[16] K. Wu et al., “Modelling and identification of a hydrostatic transmission
hardware-in-the-loop simulator,” Int. J. Veh. Des., vol. 34, pp. 52–64, 2004.
[17] R. Zhang and A. Alleyne, “A model reference load controller with adapta-
tion using a two stage pressure relief valve,” in Plastics, vol. 3, J. Peters, Ed.,
2nd ed., New York, NY, USA: McGraw-Hill,1964, pp. 15–64.
[18] S. Habibi and A. Goldenberg, “Design of a new high performance
electrohydraulic actuator,” in Proc. 1999 IEEE/ASME Int. Conf. Adv. Intell.
Mechatron., Atlanta, GA, USA, Sep. 19–23, 1999.
[19] A. V. Akkaya, “Effect of bulk modulus on performance of a hydrostatic
transmission control system,” Sadhana, vol. 31, no. 5, pp. 543–556,
Oct. 2006.
[20] S. Hamzehlouia, A. Izadian, A. Pusha, and S. Anwar, “Controls of hydraulic
wind power transfer,” Proc. IECON, Melbourne, Australia, 2011.
[21] A.Pusha, A. Izadian, S. Hamzehlouia, N. Girrens, and S. Anwar, “Modeling
of gearless wind power transfer,” in Proc. IECON, Melbourne, Australia,
2011.
[22] A. Izadian, “Central Wind Turbine Power Generation,” U.S. Patent
Application US2013/0127166 A1, May 23, 2013.
[23] M. V. Gorbeshko, “Development of mathematical models for the hydraulic
machinery of systems controlling the moving components,” Hydrotech.
Constr., vol. 3, no. 12, pp. 745–750, 1997.
[24] M. Deldar, A. Izadian, and S. Anwar, “Modeling of a hydraulic wind power
energytransfer system utilizinga proportional valve,” in Proc.IEEE Energy
Convers. Congr. Expo. (ECCE 2013), Denver, Co, USA, Sep. 2013.
[25] Math Works Documentation Center, Hydraulic motor [Online]. Available:
http://www.mathworks.com/help/toolbox/physmod/hydro/ref/hydraulic-
motor.html, accessed 2013.
[26] G. Licsko, A. Champneys, and C. Hos, “Dynamical analysis of a hydraulic
pressure relief valve,” in Proc. World Congr. Eng. 2011, London, U.K., Jul.
1–3, 2009, vol. 2.
[27] A. Pandula and G. Halasz, “Dynamic model for simulation of check valves
in pipe systems,” Period. Polytech. Mech. Eng. Ser., vol. 46/2,
pp. 91–100, 2002.
[28] Y. Hou, L. Li, P. He, Y. Zhang, and L. Chen, “Shock absorber modeling
and simulation based on modelica,” in Proc. 8th Int. Modelica Conf.,
Dresden, Germany, Mar. 20–22, 2011, vol. 063, pp. 843–846.
[29] A. Esposito, Fluid Power with Application, 7th ed., Englewood Cliffs,
NJ, USA: Prentice-Hall, 2009.
[30] S. Hamzehlouia and A. Izadian, “Modeling of hydraulic wind power
transfers,” in Proc. Power Energy Conf. (PECI), Champaign, IL,
USA, 2012.
Afshin Izadian (SM’04–SM’10) received the M.S.
degree in electrical engineering from Iran University
of Science and Technology, Tehran, Iran, in 2002, and
the Ph.D. degree in electrical engineering from the
West VirginiaUniversity, Morgantown,WV, USA, in
2008.
He was a Postdoctoral Researcher at the University
of California, Los Angeles, CA, USA, in 2009.
As an Assistant Professor, he joined the Purdue
School of Engineering and Technology, Indiana
University–Purdue University Indianapolis (IUPUI),
Fig. 17. Comparison between the auxiliary hydraulic motor angular velocity of
the mathematical model and the experimental results.
8 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination.
Indianapolis, IN, USA, in 2009. He is the Founder and Director of Energy
Systems and Power Electronics Laboratory (ESPEL) at IUPUI. His research
interests are application of controls in energy systems, energy conversion, power
electronics, and electric power systems.
Dr. Izadian is a lifetime member of Etta Kappa Nu (HKN) and Tau Beta Pai
(TBP).
Sina Hamzehlouia received the B.Sc. degree in
mechanical engineering from Sharif University of
Technology, Tehran, Iran, in 2008. Subsequently, he
received the M.Sc. degree in automotive engineering
from Clemson University, Clemson, SC, USA, in
2010. He has received another M.Sc. degree in
mechanical engineering from Purdue School of
Engineering and Technology, Indianapolis, IN, USA,
in 2012.
Majid Deldar was born in Esfahan, Iran, in 1979. He
received the M.S. degree in mechanical engineering
from Amir Kabir University of Technology, Tehran,
Iran, in 2004. He is currently working toward the
Ph.D. degree at the Energy Systems and Power Elec-
tronics Laboratory (ESPEL), Purdue School of Engi-
neering and Technology, Indiana University–Purdue
University Indianapolis (IUPUI), Indianapolis, IN,
USA.
His research interests are wind turbine technologies
and hydrostatic transmission.
Sohel Anwar received the M.S. degree from Florida
State University, Tallahassee, FL, USA, in 1990, and
the Ph.D. degree from the University of Arizona,
Tucson, AZ, USA, in 1994 both in mechanical engi-
neering.
He is currently an Associate Professor with the
Department of Mechanical Engineering, Indiana–
University Purdue University Indianapolis (IUPUI),
Indianapolis, IN, USA. He is also the Chair of
Graduate Education and Research Committee and
Director of Mechatronics Research Laboratory. His
research interests include wind turbine modeling and control, fault diagnosis of
traction batteries, sensor development, and automotive control systems.
Mr. Anwar is a Member of the ASME. He is an Associate Editor of the IEEE
TRANSACTIONS ON VEHICULAR TECHNOLOGY.
IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 9

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A Hydraulic Wind Power Transfer System Operation And Modeling

  • 1. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. A Hydraulic Wind Power Transfer System: Operation and Modeling Afshin Izadian, Senior Member, IEEE, Sina Hamzehlouia, Majid Deldar, and Sohel Anwar Abstract—Conventional wind power plants employ a variable speed gearbox to run a generator housed on top of a tower. A new topology can remove some of the weight from the tower and centralize the wind power generation. This new topology uses a hydraulic wind power transfer system to connect several wind turbines to the generation unit. This paper demonstrates a mathe- matical modeling of this wind power transfer technology and its dynamic behavior. The flow response, angular velocity, and pres- sure of the system obtained from the mathematical model are compared with test results to demonstrate the accuracy of the mathematical model. Several speed-step responses of the system obtained from the mathematical model demonstrate a close agree- ment with the results from the prototype of the hydraulic wind power transfer unit. Index Terms—Hydraulic wind power transfer, mathematical modeling, wind turbine. I. INTRODUCTION U TILIZATION of renewable energies as an alternative for fossil fuels is growing considerably due to the ex- haustion of natural hydrocarbons and the related environmental concerns [1], [2]. Potential sources of renewable energy available around the world, if harvested, can meet all power demands and eliminate the negative effects of fossil fuels [3]. Recent advancements in wind turbine manufacturing have reduced production costs of the wind energy harvesting units and have resulted in the expansion of the application of wind power plants by 30% [5], [6]. Consequently, wind turbines can become one of the major power sources contributing to the world’s energy demands [4]. How- ever, the harvesting technology has remained in its traditional topology. Typical horizontal axis wind turbines include a rotor to convert the wind energy into the shaft momentum [7]. This rotor is connected to a drivetrain, a gearbox, and an electric generator, which are integrated in a nacelle located at the top of the tower. These components, specifically the variable speed gearbox, are expensive, bulky, and require regular maintenance, which keeps wind energy production expensive. In addition, since the gear- box and generator are located on the top of the tower, its installation and maintenance are time consuming and expensive. Moreover, although the typical expected lifetime of a utility wind turbine is 20 years, the gearboxes require an overhaul within 5–7 years of operation, and their replacements could cost approximately 10% of the turbine cost [8]. Accumulation of the wind energy from several wind turbines in one central unit at the ground level is an innovative solution to address the above deficiencies. In this novel system, each wind tower harvests wind energy and converts it to a high-pressure fluid. The flows from several wind turbine towers are combined and fed to the central unit. At this unit, the combined fluids are split between a main generator and an auxiliary generator. This technology will eliminate the weight from the tower which reduces the maintenance time and cost. Moreover, instead of having one generator and one variable gearbox for each wind tower, multiple wind turbines are integrated to ultimately reduce the capital costs. A hydraulic transmission system (HTS) is identified as an exceptional means of power transmission in applications with variable input or output velocities such as manufacturing, auto- mation, and heavy-duty vehicles [9]. It offers fast response time, maintains precise velocity under variable input and load condi- tions [10], and is capable of producing high forces at high speeds [11]. Moreover, HTS offers decoupled dynamics, allowing for multiple-input, single-output drivetrain energy transfer config- urations [12]. Earlier research has shown the possibility of using this type of power transfer technology in a wind power plant, even though it is not feasible in its electrical counterpart [20]–[22], [30]. Simulation tools have been developed for hydraulic circuits [14] and used for modeling and control of turbines [15] and hydraulic transmissions [16]. Closed-loop hydraulic transmis- sion lines have similarly been modeled by the use of governing equations [17], [18] and by modeling fluid compressibility [19]. Mathematical models of HTS wind turbine power plants are required to understand the dynamic behavior of the system, to investigate the performance of the plant, and to improve their design and controls. However, no validated mathematical model is available for the hydraulic transmission of wind power. This paper introduces a mathematical model of a hydraulic wind power transmission system and demonstrates the perfor- mance of its operation at different speed ratios. This model was developed based on the models and governing equations of hydraulic circuit components that include wind-driven pumps, generator-coupled hydraulic motors, hydraulic safety compo- nents, and proportional flow control elements. The dynamic operation and step response of the system were modeled and verified with the experimental results gained from a prototype of the wind power plant. Manuscript received February 09, 2013; revised June 24, 2013 and August 22, 2013; accepted November 05, 2013. This work was supported by Grants from IUPUI RSFG Funds, IUPUI Solution Center, and IUPUI FORCES Funds. This research was conducted at the Energy Systems and Power Electronics Laboratory at the Purdue School of Engineering and Technology, IUPUI. The authors are with the Purdue School of Engineering and Technology, Indiana University–Purdue University Indianapolis (IUPUI), Indianapolis, IN 46202 USA (e-mail: aizadian@iupui.edu). Color versions of one or more of the figures in this paper are available online at http://ieeexplore.ieee.org. Digital Object Identifier 10.1109/TSTE.2013.2291835 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY 1 1949-3029 © 2014 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.
  • 2. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. This paper is organized as follows. Section II explains the overall hydraulic power transfer system and its system compo- nents. Section III presents the dynamic model of the HTS. A pressure loss calculation model is introduced in Section IV. Section V includes the mathematical model verification with computer simulations, the experimental data, and a discussion. II. HYDRAULIC WIND POWER TRANSFER SYSTEM The hydraulic wind power transfer system consists of a fixed displacement pump driven by the prime mover (wind turbine) and one or more fixed displacement hydraulic motors. The hydraulic transmission uses a hydraulic pump to convert the mechanical input energy into pressurized fluid. Hydraulic hoses and steel pipes are used to transfer the harvested energy to the hydraulic motors [16]. A schematic diagram of a wind energy HTS is illustrated in Fig. 1. As the figure demonstrates, a fixed displacement pump is mechanically coupled with the wind turbine and supplies pres- surized hydraulic fluid to two fixed displacement hydraulic motors. The hydraulic motors are coupled with electric genera- tors to produce electric power in a central power generation unit. Since the wind turbine generates a large amount of torque at a relatively low angular velocity, a high displacement hydraulic pump is required. The pump might also be equipped with a fixed internal speed-up mechanism. Flexible high-pressure pipes/ hoses connect the pump to the central generation unit. The hydraulic circuit uses check valves to ensure the unidi- rectional flow. A pressure relief valve protects the system components from the destructive impact of localized high-pres- sure fluids. The hydraulic circuit contains a specific volume of hydraulic fluid, which is distributed between the hydraulic motors using a proportional valve. In Section III, the governing equations of the hydraulic circuit are obtained. III. MATHEMATICAL MODEL The dynamic model of the hydraulic system is obtained by using governing equations of the hydraulic components in an integrated configuration. The governing equations of hydraulic motors and pumps to calculate flow and torque values [20], [25], [30] are utilized to express the closed-loop hydraulic system behavior. Note that all parameters are measured in British Engineering Units. If necessary, appropriate conversion factors were applied when dealing with and as well as and . A. Fixed Displacement Pump The flow that is delivered by the hydraulic pump is determined by [29] where is the pump flow delivery, is the pump angular velocity, is the pump displacement, is the pump leakage coefficient, and is the differential pressure across the pump defined as where and are the gauge pressures at the pump terminals. The pump leakage coefficient is a numerical expression of the leak probability and is expressed as follows: where is the hydraulic fluid density and is the fluid kinematic viscosity. is the pump Hagen–Poiseuille coefficient and is defined as [29] where is the pump’s nominal angular velocity, is the nominal fluid kinematic viscosity, is the pump’s nominal pressure, and is the pump’s volumetric efficiency. Finally, torque at the pump-driving shaft is obtained by where is the pump’s mechanical efficiency and is ex- pressed as B. Fixed Displacement Motor Dynamics The flow and torque equations are derived for the hydraulic motor using the motor governing equations. The fluid leakage within its gears and casing reduces the shaft speed from ideal speed. Thus the hydraulic flow supplied to the hydraulic motor can be obtained by [29] where is the motor flow delivery, is the motor displace- ment, is the motor leakage coefficient, and is the differential pressure across the motor and is expressed as where and are the gauge pressures at the motor terminals. Fig. 1. Schematic of the high-pressure hydraulic power transfer system. The hydraulic pump is at a distance from the central generation unit. 2 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
  • 3. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. The motor leakage coefficient is a numerical expression of the leak probability and is expressed as follows: where is the hydraulic fluid density and is the fluid kinematic viscosity. is the motor Hagen–Poiseuille coefficient and is defined as [29] where is the motor’s nominal angular velocity, is the nominal fluid kinematic viscosity, is the motor nominal pressure, and is the motor’s volumetric efficiency. Finally, torque at the motor driving shaft is obtained by where is the mechanical efficiency of the motor and is expressed as The total torque produced in the hydraulic motor is expressed as the sum of the torques from the motor loads and is given as where is the total torque in the motor and , , and represent the inertial torque, damping friction torque, and load torque, respectively. This equation can be rearranged as where is the motor inertia, is the motor angular velocity, and is the motor damping coefficient. C. Hose Dynamics The fluid compressibility model for a constant fluid bulk modulus is expressed in [19]. The compressibility equation represents the dynamics of the hydraulic hose and the hydraulic fluid. Based on the principles of mass conservation and the definition of bulk modulus, the fluid compressibility within the system boundaries can be written as where is the fluid volume subjected to pressure effect, is the fixed fluid bulk modulus, is the system pressure, and is the flow rate of fluid compressibility, which is expressed as Hence, the pressure variation can be expressed as D. Pressure Relief Valve Dynamics Pressure relief valves are used for limiting the maximum pressure in hydraulic power transmission. A dynamic model for a pressure relief valve is presented in [26]. A simplified model to determine the flow rate passing through the pressure relief valve in opening and closing states [19] is obtained by > where is the slope coefficient of valve static characteristics, is the system pressure, and is the valve opening pressure. E. Check Valve Dynamics The purpose of the check valve is to permit flow in one direction and to prevent back flows. Unsatisfactory functionality of check valves may result in high system vibrations and high- pressure peaks [27]. For a check valve with a spring preload [28], the flow rate passing through the check valve can be obtained by > where is the flow rate through the check valve, is the flow coefficient, is the hydraulic perimeter of the valve disc, is the system pressure, is the valve opening pressure, is the area in which fluid acts on the valve disc, and is the stiffness of the spring. The overall hydraulic system can be connected as modules to represent the dynamic behavior. Block diagrams of the wind energy transfer using MATLAB Simulink are demonstrated in Figs. 2 and 3. The model incorporates the mathematical govern- ing equations of individual hydraulic circuit components. The bulk modulus unit generates the pressure of the system. IV. PRESSURE LOSS CALCULATION The energy in the hydraulic fluid is dissipated due to viscosity and friction. Viscosity, as a measure of the resistance of a fluid to flow, influences system losses as more viscous fluids require more energy to flow. In addition, energy losses occur in pipes as a result of the pipe friction. The pressure loss and friction loss can be obtained by continuity and energy equations (i.e., Bernoulli’s equation) for individual circuit components such as transmission lines, pumps, and motors [29]. The Reynolds number determines different flow regime of a fluid (laminar or turbulent). It can be used as a design principle Fig. 2. Hydraulic wind energy harvesting model schematic diagram. IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 3
  • 4. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. for the system hose sizing. The Reynolds number of a fluid is obtained by where is the density of the fluid, is the length of the pipe, is the dynamic viscosity of the fluid, is the kinematic viscosity, and is the average fluid velocity and is expressed as where is the flow in the pipe and is the inner area of the pipe. The energy equation is an extension of Bernoulli’s equation by considering the frictional losses and the existence of pumps and motors in the system. The energy equation is expressed as [29] where is the elevation head, is the fluid velocity, is the pressure, is the earth gravity, is the specific weight, is the pump head pressure, is the motor head pressure and is calculated by the compressibility equation, and is the head loss. The pipe head loss is calculated by Darcy’s equation, which determines loss in pipes experiencing laminar flows by [29] where is the inside pipe diameter, is the average fluid velocity in the pipe, and is the friction factor and is defined for a pipe experiencing laminar flow as The energy equation is utilized along with Darcy’s equation and the compressibility equation to calculate the pressure loss at every pipe segment (both horizontal and vertical) and the head of each pump in the system. V. SYSTEM OPERATION One benefit of the proposed hydraulic transfer system is having one central generation unit. The key point in this system is the usage of a proportional valve to make this design a possibility. In a conventional wind power plant, individual gearboxes in each wind tower interface the low- and high-speed shafts of the turbine and the generator and provide an amplified linear speed follower mechanism. In the new design, hydraulic energy transfer in the form of pressurized fluid replaces the gearbox compartment, allowing for energy collection from multiple turbines. This technique utilizes hydraulic pumps and hydraulic motors connected through high-pressure pipes to transfer the energy from the wind turbine to a central ground level generator. Hydraulic valves are utilized to control and regulate the hydraulic flows while propelling a loaded generator at the desired frequency. Multiple-turbine configuration requires multiple hydraulic pumps driven by individual turbines. The energy from each turbine in this system is transferred through pipes and is collected in a fluid combiner unit at the central ground level power generation unit. In the central power generation unit, there are two sets of main and auxiliary generators. The total fluid generated from the multiple turbines is regulated and sent to the main generators. Excess power is transferred to the auxiliary generator. Fig. 4 illustrates the system configuration of the multiple wind turbines, the energy collection, and the central energy generation unit. In this configuration, the fluids of multiple mechanically decoupled wind turbines are combined. The speed of each hydraulic pump determines the fluid generation from each wind tower. The fluid combiner collects the fluid power and the proportional valve regulates the output fluid to the main genera- tor to deliver the power determined by the load. The auxiliary motor transfers the excess power to the auxiliary generator. VI. EXPERIMENTAL VERIFICATION AND DISCUSSION In this section, the mathematical model behavior is compared with the experimental results obtained from a prototype. The prototype parameters and system values are listed in Table I. Fig. 4 demonstrates an overlay of the experimental setup and hydraulic circuitry. A pulley-belt mechanism is used in decreas- ing the speed and increasing the dc motor torque needed to run the pump. The system operating conditions, such as angular velocity, flows, and pressures, were precisely measured by fast prototyping dSPACE 1104 hardware. To demonstrate the accuracy of the mathematical model of the hydraulic wind energy transfer prototype, two distinct test con- figurations were considered as 1) forced flow distribution and 2) natural flow distribution between the hydraulic motors. These configurations were used to analyze the dynamic system behav- ior and evaluate the mathematical model performance. In the first configuration, the valve was completely open to direct the flow toward the auxiliary motor (Motor B). Hence, the primary motor (Motor A) was excluded from the hydraulic circuit. In the second configuration, which is also known as the natural flow split, a directional valve was used to distribute the flow generated by the Fig. 3. Simulink model of hydraulic wind energy harvesting system. 4 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
  • 5. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. dc pump between both hydraulic motors, based on the hydraulic circuitry and geometric characteristics of the prototype. A. Case I: Mathematical Model for Forced Flow Distribution Fig. 5 shows the schematic diagram of the hydraulic circuit configuration for the forced flow distribution. A pulsewidth modulation (PWM) signal of 100 Hz with 10% duty cycle was used to control the proportional valve to direct the flow toward the auxiliary motor. The speed step response of the system was generated by applying a step voltage to the dc motor to accelerate the hydraulic pump from 0 to 300 rpm. After reaching a steady state, a second step voltage was applied to speed up the system from 300 to 400 rpm, followed by a step down back to 300 rpm to analyze the undershoots. Fig. 6 illustrates the angular velocity profile applied to both the prototype and the mathematical model. Fig. 7 shows the flows of the hydraulic pump obtained from the mathematical model and measured from the prototype. This figure demonstrates the close transient profile and steady-state values obtained from the model and the experiment. Fig. 8 illustrates the auxiliary motor flows obtained from the mathematical model and the experimental setup. This figure demonstrates a close agreement in the auxiliary motor velocity as a result of step-up and step-down pump velocities and proves the accuracy of the mathematical model. Fig. 9 shows the angular velocity of the auxiliary motor obtained from the mathematical model and the experimental setup. As the figure shows, the Fig. 4. Schematic of a multi-turbine hydraulic wind power system. TABLE I SIMULATION PARAMETERS Fig. 6. Schematic diagram of the first experimental configuration. Fig. 5. Experimental setup of the hydraulic wind power transfer system. IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 5
  • 6. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. velocities are close. The mechanical system imperfections and dependency on operating pressure resulted in a slight deviation at lower angular velocities. A slight difference between the measured and calculated values was the result of geometrical differences in the prototype and the mathematical model. The experimental results demonstrate the accuracy and performance of the mathematical model of the hydraulic wind energy transfer system when the auxiliary motor is in the circuit. B. Case II: Mathematical Model of Natural Flow Distribution In the second configuration, the natural flow split, a directional valve distributed the flow generated by the dc pump (wind turbine) between both hydraulic motors. The flow was naturally distributed between the hydraulic motors through the hydraulic circuitry considering the geometrical characteristics of the pro- totype, the displacement of the motors, and the position of the flow-control valves, such as check valves and the pressure relief valves. Fig. 10 displays the schematic diagram of the second hydraulic circuit configuration. In this configuration, a step input voltage is applied to the dc motor to simulate a speed-step input to the hydraulic pump from 0 to 300 rpm. As the system reached the steady-state condition, in about 10 s, another step function was applied to increase the speed from 300 to 400 rpm. A speed step down was also scheduled from 400 to 300 rpm to investigate the accuracy of the mathematical model in determining undershoots. Fig. 11 illustrates the supplied pump angular velocity profile, which is the input to the system. This speed was applied to the mathe- matical model to investigate the modeling performance. Fig. 12 illustrates both the pump flow measured from the prototype and that of the mathematical model. This figure demonstrates the close flow profiles generated from the mathematical model and the experimental setup both in transient and steady-state conditions. Fig. 13 illustrates an accurate calculation of the primary motor flow from the mathematical model, which was in good agreement with the prototype. Due to the asymmetries in the hydraulic Fig. 7. Hydraulic pump angular velocity profile. Fig. 8. Comparison between the hydraulic pump flow of the mathematical model and the experimental results. Fig. 9. Comparison between the auxiliary hydraulic motor flow of the mathe- matical model and the experimental results. Fig. 10. Comparison between the auxiliary hydraulic motor angular velocity of the mathematical model and the experimental results. Fig. 11. Schematic diagram of the second experimental configuration. Fig. 12. Hydraulic pump angular velocity profile. 6 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
  • 7. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. circuit and the unmodeled dynamics of the transmission lines, the flow recorded from the auxiliary motor showed a slight shift from what the mathematical model calculated, at 300 rpm. Some of the contributing factors to this dissimilarity are, namely, the effect of the hydraulic circuit, the effect of directional valve dynamics, and the slight displacement and leakage factor variation in the experimental setup. The flow profile of the auxiliary motor is shown in Fig. 14. Figs. 15 and 16 illustrate the angular velocity profiles of the primary and the auxiliary motors obtained from the mathematical model and the experimental setup. As the figures demonstrate, the speed profiles of the mathematical model and the experi- mental setup are in close agreement both in transients and in steady-state values. A slight deviation was observed at the starting point transients of the auxiliary motor, which was due to the effects described for flow calculations (Fig. 17). The speed of the auxiliary motor was also influenced by motor inertia and the damping factor. In summary, the experimental results prove the accuracy and performance of the mathematical model of this innovative hydraulic wind energy transfer system. The transient dynamics of the system and steady-state values were in good agreement with what was obtained from the prototype. VII. POWER TRANSFER SCALING CHALLENGES Scaling of the hydraulic wind power transfer system has certain limitations and challenges associated with them. Some of these factors are identified as follows: A. Power Transfer Distance Distance between the towers on which the hydraulic pump is located and the motor generator of the central unit is a limiting factor. As the transmission line length is increased, the pressure drop due to frictional losses will increase. Appropriate sizing of the transmission lines is critical to improving the overall effi- ciency of the power transfer system. Additionally, the number of pumps integrated in the centralized generation unit needs to be optimized based on the amount of frictional losses. B. Hydraulic Motor/Pump Considerations 1) Power Rating: High power rating hydraulic pumps in the range of several kilowatts operate at low revolutions per minute. For instance, a 700-kW bent axis hydraulic pump operating at full load rotates at 1200 rpm under a load torque of . The pump has a displacement of 60 ( ) which is not capable of running under higher load torques. As the torque capacity of pump is increased, a special radial piston pump is needed, whose operating speed is much less than that of the bent axis pump. For instance, the pump delivering load can reach top speed 300 rpm when generating 500 kW of power. In other words, increasing torque and power simultaneously is not possible for all ranges of the power delivery spectrum. Hence, selecting a hydraulic pump with desired speed and torque needs careful optimization. 2) Pump Displacement and Operating Pressure: Since the generator is synchronous, the delivered power by the hydraulic pump is a function of the load torqueon the hydraulic pump shaft. The torque is the product of displacement and the operating pressure. Therefore, for the power rating in the order of megawatts, either the required displacement would be very Fig. 13. Comparison between the hydraulic pump flow of the mathematical model and the experimental results. Fig. 14. Comparison between the primary hydraulic motor flow of the mathe- matical model and the experimental results. Fig. 15. Comparison between the auxiliary hydraulic motor flow of the mathe- matical model and the experimental results. Fig. 16. Comparison between the primary hydraulic motor angular velocity of the mathematical model and the experimental results. IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 7
  • 8. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. large ( ) or the operating pressure would be around 6000 psi. These requirements may impose certain design and manufacturing limitations. VIII. CONCLUSION This paper introduced a gearless wind power transfer system as an alternative to traditional wind turbine drivetrains. A mathematical model of the hydraulically driven energy harvest- ing system was obtained. The dynamic behavior and the steady- state response of the mathematical model to a velocity step input demonstrated a close agreement with the results obtained from the experimental setup for both forced flow and natural flow configurations. The mathematical model could be used to scale the system for an industrial-level wind power plant. Exclusive benefits of implementing such a system based on the proposed model include 1) eliminating the variable speed gearbox using a hydraulic circuit; 2) having one central generator instead of multiple generators, which decreases the capital cost of the wind power plant; and 3) displacing most of the equipment from the nacelle to the ground to obtain better accessibility to the genera- tion unit and to reduce the maintenance costs and time. REFERENCES [1] T. Senjyu, R. Sakamoto, N. Urasaki, H. Higa, K. Uezato, and T. Funabashi, “Output power control of wind turbine generator by pitch angle control usingminimumvariancecontrol,”Elect.Eng.Jpn.,vol.154,no.2,pp.1–18, Jan. 2006. [2] J. G. Slootweg, H. Polinder, and W. L. Kling, “Dynamic modeling of a wind turbine with doubly fed induction generator,” in Proc. IEEE Power Eng. Society Summer Meeting, Vancouver, Canada, 2001. [3] J. G. Slootweg, S. W. H. de Haan, H. Polinder, and W. L. Klimg, “General model for representing variable speed wind turbine in power system dynamics simulations,” IEEE Trans. Power Syst., vol. 18, no. 1, pp. 144–151, Feb. 2003. [4] Y. Lei, A. Mullane, G. Lightbody, and R. Yacamini, “Modeling of wind turbine with a doubly fed induction generator for grid integration studies,” IEEE Trans. Energy Convers., vol. 21, no. 1, pp. 257–264, Mar. 2006. [5] U.S. Departmentof Energy, (2008, May). Windenergy by 2030–Increasing wind energy’s contribution to U.S. electricity supply. DOE/GO-2567. [Online]. Available: http://www1.eere.energy.gov/windandhydro/pdfs/ 41869.pdf. [6] American Wind Energy Association, Another Record Year for Wind Energy Installations. [Online]. Available: http://www.awea.org/pubs/factsheets/ Market_Update.pdf. [7] S. Eriksson, H. Bernhoff, and M. Leijon, “Evaluation of different turbine concepts for wind power,” Renew. Sustain. Energy Rev., vol. 12, no. 5, pp. 1419–1434, Jun. 2008. [8] A. Ragheb and M. Ragheb, “Wind turbine gearbox technologies,” in Proc. 1stInt.Nucl.Renew.EnergyConf.(INREC10),Amman,Jordan,Mar.2010. [9] K. Dasgupta, “Analysis of a hydrostatic transmission system using low speed high torque motor,” Mech. Mach. Theory, vol. 35, pp. 1481–1499, Oct. 2000. [10] A. V. Akkaya, “Effect of bulk modulus on performance of a hydrostatic transmission control system,” Sadhana-Acad. Proc. Eng. Sci., vol. 31, pp. 543–556, Oct. 2006. [11] G. A. Sohl and J. E. Bobrow, “Experimentsand simulations on the nonlinear control of a hydraulic servosystem,” IEEE Trans. Control Syst. Technol., vol. 7, no. 2, pp. 238–247, Mar. 1999. [12] S. Habibi and A. Goldenberg, “Design of a new high-performance electrohydraulic actuator,” IEEE/ASME Trans. Mechatron., vol. 5, no. 2, pp. 158–164, Jun. 2000. [13] S. G. Kim, J. H. Kim, and W. S. Lee, “Hydraulic system design and vehicle dynamic modeling for development of a tire roller,” Int. J. Contr. Autom. Syst., vol. 1, no. 4, pp. 89–94, Dec. 2003. [14] Z. Jedrzykiewicz, J. Pluta, and J. Stojek, “Application of the MATLAB— Simulink package in the simulation tests on hydrostatic systems,” Acta Montan, vol. 1, pp. 29–36, 1998. [15] B. Ji-Zhong, X. Ai-Guo, Y. Xin-Hua, and Z. Li-Kun, “Simulation model of hydraulic turbine speed control system and its parameters identification based on resilient adaptive particle swarm optimization algorithm,” in Proc. Power and Energy Eng. Conf. (APPEEC), Mar. 2010, pp. 1–4. [16] K. Wu et al., “Modelling and identification of a hydrostatic transmission hardware-in-the-loop simulator,” Int. J. Veh. Des., vol. 34, pp. 52–64, 2004. [17] R. Zhang and A. Alleyne, “A model reference load controller with adapta- tion using a two stage pressure relief valve,” in Plastics, vol. 3, J. Peters, Ed., 2nd ed., New York, NY, USA: McGraw-Hill,1964, pp. 15–64. [18] S. Habibi and A. Goldenberg, “Design of a new high performance electrohydraulic actuator,” in Proc. 1999 IEEE/ASME Int. Conf. Adv. Intell. Mechatron., Atlanta, GA, USA, Sep. 19–23, 1999. [19] A. V. Akkaya, “Effect of bulk modulus on performance of a hydrostatic transmission control system,” Sadhana, vol. 31, no. 5, pp. 543–556, Oct. 2006. [20] S. Hamzehlouia, A. Izadian, A. Pusha, and S. Anwar, “Controls of hydraulic wind power transfer,” Proc. IECON, Melbourne, Australia, 2011. [21] A.Pusha, A. Izadian, S. Hamzehlouia, N. Girrens, and S. Anwar, “Modeling of gearless wind power transfer,” in Proc. IECON, Melbourne, Australia, 2011. [22] A. Izadian, “Central Wind Turbine Power Generation,” U.S. Patent Application US2013/0127166 A1, May 23, 2013. [23] M. V. Gorbeshko, “Development of mathematical models for the hydraulic machinery of systems controlling the moving components,” Hydrotech. Constr., vol. 3, no. 12, pp. 745–750, 1997. [24] M. Deldar, A. Izadian, and S. Anwar, “Modeling of a hydraulic wind power energytransfer system utilizinga proportional valve,” in Proc.IEEE Energy Convers. Congr. Expo. (ECCE 2013), Denver, Co, USA, Sep. 2013. [25] Math Works Documentation Center, Hydraulic motor [Online]. Available: http://www.mathworks.com/help/toolbox/physmod/hydro/ref/hydraulic- motor.html, accessed 2013. [26] G. Licsko, A. Champneys, and C. Hos, “Dynamical analysis of a hydraulic pressure relief valve,” in Proc. World Congr. Eng. 2011, London, U.K., Jul. 1–3, 2009, vol. 2. [27] A. Pandula and G. Halasz, “Dynamic model for simulation of check valves in pipe systems,” Period. Polytech. Mech. Eng. Ser., vol. 46/2, pp. 91–100, 2002. [28] Y. Hou, L. Li, P. He, Y. Zhang, and L. Chen, “Shock absorber modeling and simulation based on modelica,” in Proc. 8th Int. Modelica Conf., Dresden, Germany, Mar. 20–22, 2011, vol. 063, pp. 843–846. [29] A. Esposito, Fluid Power with Application, 7th ed., Englewood Cliffs, NJ, USA: Prentice-Hall, 2009. [30] S. Hamzehlouia and A. Izadian, “Modeling of hydraulic wind power transfers,” in Proc. Power Energy Conf. (PECI), Champaign, IL, USA, 2012. Afshin Izadian (SM’04–SM’10) received the M.S. degree in electrical engineering from Iran University of Science and Technology, Tehran, Iran, in 2002, and the Ph.D. degree in electrical engineering from the West VirginiaUniversity, Morgantown,WV, USA, in 2008. He was a Postdoctoral Researcher at the University of California, Los Angeles, CA, USA, in 2009. As an Assistant Professor, he joined the Purdue School of Engineering and Technology, Indiana University–Purdue University Indianapolis (IUPUI), Fig. 17. Comparison between the auxiliary hydraulic motor angular velocity of the mathematical model and the experimental results. 8 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
  • 9. This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. Indianapolis, IN, USA, in 2009. He is the Founder and Director of Energy Systems and Power Electronics Laboratory (ESPEL) at IUPUI. His research interests are application of controls in energy systems, energy conversion, power electronics, and electric power systems. Dr. Izadian is a lifetime member of Etta Kappa Nu (HKN) and Tau Beta Pai (TBP). Sina Hamzehlouia received the B.Sc. degree in mechanical engineering from Sharif University of Technology, Tehran, Iran, in 2008. Subsequently, he received the M.Sc. degree in automotive engineering from Clemson University, Clemson, SC, USA, in 2010. He has received another M.Sc. degree in mechanical engineering from Purdue School of Engineering and Technology, Indianapolis, IN, USA, in 2012. Majid Deldar was born in Esfahan, Iran, in 1979. He received the M.S. degree in mechanical engineering from Amir Kabir University of Technology, Tehran, Iran, in 2004. He is currently working toward the Ph.D. degree at the Energy Systems and Power Elec- tronics Laboratory (ESPEL), Purdue School of Engi- neering and Technology, Indiana University–Purdue University Indianapolis (IUPUI), Indianapolis, IN, USA. His research interests are wind turbine technologies and hydrostatic transmission. Sohel Anwar received the M.S. degree from Florida State University, Tallahassee, FL, USA, in 1990, and the Ph.D. degree from the University of Arizona, Tucson, AZ, USA, in 1994 both in mechanical engi- neering. He is currently an Associate Professor with the Department of Mechanical Engineering, Indiana– University Purdue University Indianapolis (IUPUI), Indianapolis, IN, USA. He is also the Chair of Graduate Education and Research Committee and Director of Mechatronics Research Laboratory. His research interests include wind turbine modeling and control, fault diagnosis of traction batteries, sensor development, and automotive control systems. Mr. Anwar is a Member of the ASME. He is an Associate Editor of the IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. IZADIAN et al.: HYDRAULIC WIND POWER TRANSFER SYSTEM: OPERATION AND MODELING 9