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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 657
Design and Control of the Pitch of Wind Turbine through PID
Silpa Baburajan1, Dr. Abdulla Ismail2
1Graduate Student, Dept. of Electrical Engineering, Rochester Institute of Technology, Dubai, UAE
2Professor, Dept. of Electrical Engineering, Rochester Institute of Technology, Dubai, UAE
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Recently, the renewable energy, especially wind
energy, has been paid much attention due to the energy
shortage and environmental concern. As the penetration of
the wind energy into the electrical power grid is extensively
increased, the influence of the wind turbine systems on the
frequency and voltage stability becomes more and more
significant [1]– [4]. Wind turbine rotor bears different types
of loads; aerodynamic loads, gravitational loads and
centrifugal loads. These loads cause fatigue and vibration in
blades, which cause degradation to the rotor blades. These
loads can be overcome and the amount of collected power
can be controlled using a good pitch controller (PC) which
will tune the attack angle of a wind turbine rotor blade into
or out of the wind. Each blade is exposed to different loads
due to the variation of the wind speed across the rotor
blades. For this reason, individual electric drives can be used
in future to control the pitch of the blades in a process called
Individual Pitch Control. In this thesis work, a mathematical
model of wind turbine (pitch control system) is developed
and is controlled using a PID controller. The simulation
results show that the Adaptive PID controller has the
optimum response as it controls the pitch system as well as
the disturbances and uncertain factors associated with the
system.
Key Words: Energy, Wind-Power, Pitch Angle, PID
Controller.
1. INTRODUCTION
Energy crisis is the one of the biggest problems faced by
people in the twenty-first century. The increase in the
demand for electric energy along with the availability of
limited fossil fuels have together contributed to the need
for shifting from the human dependency on conventional
resources for energy to the renewable energy resources.
There are three important renewable energy resources
available to us: solar, gravitational and geothermal energy.
Wind energy is one of the indirect consequence from the
incident solar energy, promoting air circulation between
hot and cold zones [1]. The kinetic energy present in the
wind can be converted to mechanical energy by using a
wind turbine and further into electrical energy by using
wind turbine generator.
2. MOTIVATION
To increase the power capacity of the wind turbine, larger
rotors are being built which causes an increase in
aerodynamics and other loads across the blades. The
aerodynamics and other loads contribute to fatigue failure
which results in decrease in the lifespan and efficiency of
the wind turbine [5]. With the help of good pitch angle
controllers, the lift profile of the rotor blades can have
altered which results in reduction of the aerodynamics
and other loads across the blades. This mechanism uses
the fact that much of the fatigue causing loads are partly
deterministic, periodic and vary slowly over a fixed time
[7]. Therefore, in this thesis the main goal is to design an
optimum controller to control the pitch angle of the wind
turbine system so that the loads on the blades are reduced.
Reduction in the loads on the blades will ultimately help to
improve the performance, efficiency and power output
daily of the wind turbine.
3. Control Techniques of Wind Turbine System:
It The wind energy captured by the turbine can be
increased by the following two control strategies: pitch
control and stall control. The initial step in both strategies
is to check the turbine’s power output several times per
second using an electronic controller. In case the output
power is too high, a signal is send to the blade pitch
mechanism because of which the rotor blades turn slightly
out of the wind, adapting the attack angle. Once the wind
drops, these blades are turned back into the wind.
Turbines with this type of control mechanism is known as
pitch controlled wind turbines.
In the stall control technique, the rotor blades are fixed
onto the hub at a fixed angle. But the geometry of the rotor
blade is aerodynamically designed in such a way that it
ensures that from the moment the wind speed becomes
too high, it is caused turbulence on the side of the rotor
blade which is not facing the wind, creating a stall which
prevents the lifting force of the rotor blade from acting on
the rotor [1]. In the modern turbines, the pitch control
technique is used because it helps in controlling the output
power simultaneously operating at variable speed to
control tip speed ratio and so the power extraction for
different wind speeds [8].
4. Model of the Wind Turbine System
The block diagram of a typical wind turbine system
model is shown in the figure below [6]. In the following
sections, the pitch actuator model and the drive terrain
model are explained.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 658
Figure 1: Wind Turbine System Feedback Control
System Model
5. Pitch Actuator Model
The pitch actuator is used to turn blades along their
longitudinal axis. The actuator model describes a dynamic
behavior between a pitch demand, from the pitch
controller and measurement of pitch angle [6]
The change in pitch angle is given by
This is the required Transfer Function. The value of
time constant of pitch actuator, T p can be calculated from
initial parameters of Wind Turbine [6] shown in Table I.
Table 1: Parameters of Wind Turbine
6. Drive Terrain Model
Figure 2: Mechanical model of drive train
The parameters taken while modelling the drive train are
shown in Table 2.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 659
Table 2: Mechanical Model Parameters of Drive Train
The dynamics of drive-train are described by following
differential equations
This is the required first order Transfer function of
Drivetrain. This can also be represented as
Thus, the mathematical model of wind turbine is derived.
7. Implementation of Conventional PID Controller
The Simulink model of wind turbine pitch control system
with conventional PID Controller is shown in Fig. 3 and the
control parameters for the PID controller are shown in
Fg.4.
Figure 3: Simulink diagram of PID Controller
Implementation
Figure 4: PID Controller Parameters
10. Simulation and Result of System without
Controllers
The figures below show the Simulink model of wind
turbine without any controllers and the output graph
Figure 5: Wind Turbine System Without Controllers
Figure 6:The unit step response of wind turbine
without controllers
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 660
We see that the desired output is not reached as well
Settling time very high. Also the Overshoot and
Undershoot is high. Hence, we need to implement
controller to overcome these drawbacks.
11. Simulation of the Plant with PID Controller
Figure 7:The unit step response of wind turbine with
PID controller
The unit step response of wind turbine pitch control
system is shown in Fig. 17. Time domain specifications are
observed from the response graphs and tabulated in Table
6. With PID controller, we observed less rise time, settling
time and peak overshoot when compared to the wind
turbine model without any controllers.
14. Comparison of Simulation Results of the Plant with
and without using PID Controller
Table 3:Comparison of Time Domain Specifications of
Pitch Control System for Unit Step Input Using
From the Table above, we can see that the PID controller
gives a better control for the pitch angle of the wind
turbine system.
15. CONCLUSIONS AND FUTURE WORK
In this paper, we developed the wind turbine pitch control
system mathematical model and simulated with PID
controller using MATLAB/Simulink to achieve optimum
response. The PID controller produces the response with
lower delay time and rise time, but it has slight
oscillations. In future, one can use artificial neural
networks to control the pitch angle of the wind turbine
system and check its performance with the Adaptive Fuzzy
PID controller. Also, Individual pitch control method can
be used along with the Adaptive Fuzzy PID controller to
improve the overall performance of the system.
REFERENCES
[1]. Civelek, Zafer, Ertuğrul Çam, Murat Lüy, and Hayati
Mamur. "Proportional–integral–derivative Parameter
Optimisation of Blade Pitch Controller in Wind Turbines
by a New Intelligent Genetic Algorithm." IET Renewable
Power Generation 10.8 (2016): 1220-228.
[2] C. Tan and H. Wang, "A Review on Pitch Angle Control
Strategy of Variable Pitch Wind Turbines", Advanced
Materials Research, vol. 772, pp. 744-748, 2013.
[3] Dunne, F. "Optimizing Blade Pitch Control of Wind
Turbines with Preview Measurements of the Wind." Order
No. 10108716 University of Colorado at Boulder, 2016.
Ann Arbor: ProQuest. Web. 4 Feb. 2017.
[4]. Han, Bing, Lawu Zhou, Fan Yang, and Zeng Xiang.
"Individual Pitch Controller Based on Fuzzy Logic Control
for Wind Turbine Load Mitigation." IET Renewable Power
Generation 10.5 (2016): 687-93. Kozak, Peter. "Blade Pitch
Optimization Methods for Vertical-axis Wind Turbines."
Thesis. ProQuest Dissertations Publishing, n.d. 2016.
[5] Jason T Brown. Montana environmental information
centre. http://meic.org, 2013.
[6] Novak P, Ekelund T, Jovik I, and Schmidt Bauer B.
"Modeling andControl of Variable-Speed Wind-Turbine
Drive-System Dynamics,"IEEE Control Syst Mag 1995;
15(4), pp. 28-38.
[7] Sharma, R.D. (2013). ‘Feedforward Learning Control
for Individual Blade Pitch Control of Modern Two-Bladed
Wind Turbines’.
[8] S.Suryanarayanan, A.Dixit, "Control of Large Wind
Turbines: Review and Suggested Approach to
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 661
Multivariable Design", Proc. of theAmerican Control
Conference 2005, Portland, USA, pp. 686-690.
BIOGRAPHIES
Silpa Baburajan obtained her B.SC
Electrical Engineering degree from
American University of Sharjah
(2015) and is currently pursuing
her Master’s degree in Electrical
Engineering, specializing in Control
System, at Rochester Institute of
Technology (RIT), Dubai Campus.
Dr Abdulla Ismail obtained his
B.Sc. (’80), M.Sc. (’83), and Ph.D.
(’86) in electrical engineering, from
the University of Arizona, U.S.A.
Currently, he is working as a
professor in the Electrical
Engineering Department and
assistant to the President at the
Rochester Institute of Technology,
Dubai, UAE

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Design and Control of the Pitch of Wind Turbine through PID

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 657 Design and Control of the Pitch of Wind Turbine through PID Silpa Baburajan1, Dr. Abdulla Ismail2 1Graduate Student, Dept. of Electrical Engineering, Rochester Institute of Technology, Dubai, UAE 2Professor, Dept. of Electrical Engineering, Rochester Institute of Technology, Dubai, UAE ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Recently, the renewable energy, especially wind energy, has been paid much attention due to the energy shortage and environmental concern. As the penetration of the wind energy into the electrical power grid is extensively increased, the influence of the wind turbine systems on the frequency and voltage stability becomes more and more significant [1]– [4]. Wind turbine rotor bears different types of loads; aerodynamic loads, gravitational loads and centrifugal loads. These loads cause fatigue and vibration in blades, which cause degradation to the rotor blades. These loads can be overcome and the amount of collected power can be controlled using a good pitch controller (PC) which will tune the attack angle of a wind turbine rotor blade into or out of the wind. Each blade is exposed to different loads due to the variation of the wind speed across the rotor blades. For this reason, individual electric drives can be used in future to control the pitch of the blades in a process called Individual Pitch Control. In this thesis work, a mathematical model of wind turbine (pitch control system) is developed and is controlled using a PID controller. The simulation results show that the Adaptive PID controller has the optimum response as it controls the pitch system as well as the disturbances and uncertain factors associated with the system. Key Words: Energy, Wind-Power, Pitch Angle, PID Controller. 1. INTRODUCTION Energy crisis is the one of the biggest problems faced by people in the twenty-first century. The increase in the demand for electric energy along with the availability of limited fossil fuels have together contributed to the need for shifting from the human dependency on conventional resources for energy to the renewable energy resources. There are three important renewable energy resources available to us: solar, gravitational and geothermal energy. Wind energy is one of the indirect consequence from the incident solar energy, promoting air circulation between hot and cold zones [1]. The kinetic energy present in the wind can be converted to mechanical energy by using a wind turbine and further into electrical energy by using wind turbine generator. 2. MOTIVATION To increase the power capacity of the wind turbine, larger rotors are being built which causes an increase in aerodynamics and other loads across the blades. The aerodynamics and other loads contribute to fatigue failure which results in decrease in the lifespan and efficiency of the wind turbine [5]. With the help of good pitch angle controllers, the lift profile of the rotor blades can have altered which results in reduction of the aerodynamics and other loads across the blades. This mechanism uses the fact that much of the fatigue causing loads are partly deterministic, periodic and vary slowly over a fixed time [7]. Therefore, in this thesis the main goal is to design an optimum controller to control the pitch angle of the wind turbine system so that the loads on the blades are reduced. Reduction in the loads on the blades will ultimately help to improve the performance, efficiency and power output daily of the wind turbine. 3. Control Techniques of Wind Turbine System: It The wind energy captured by the turbine can be increased by the following two control strategies: pitch control and stall control. The initial step in both strategies is to check the turbine’s power output several times per second using an electronic controller. In case the output power is too high, a signal is send to the blade pitch mechanism because of which the rotor blades turn slightly out of the wind, adapting the attack angle. Once the wind drops, these blades are turned back into the wind. Turbines with this type of control mechanism is known as pitch controlled wind turbines. In the stall control technique, the rotor blades are fixed onto the hub at a fixed angle. But the geometry of the rotor blade is aerodynamically designed in such a way that it ensures that from the moment the wind speed becomes too high, it is caused turbulence on the side of the rotor blade which is not facing the wind, creating a stall which prevents the lifting force of the rotor blade from acting on the rotor [1]. In the modern turbines, the pitch control technique is used because it helps in controlling the output power simultaneously operating at variable speed to control tip speed ratio and so the power extraction for different wind speeds [8]. 4. Model of the Wind Turbine System The block diagram of a typical wind turbine system model is shown in the figure below [6]. In the following sections, the pitch actuator model and the drive terrain model are explained.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 658 Figure 1: Wind Turbine System Feedback Control System Model 5. Pitch Actuator Model The pitch actuator is used to turn blades along their longitudinal axis. The actuator model describes a dynamic behavior between a pitch demand, from the pitch controller and measurement of pitch angle [6] The change in pitch angle is given by This is the required Transfer Function. The value of time constant of pitch actuator, T p can be calculated from initial parameters of Wind Turbine [6] shown in Table I. Table 1: Parameters of Wind Turbine 6. Drive Terrain Model Figure 2: Mechanical model of drive train The parameters taken while modelling the drive train are shown in Table 2.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 659 Table 2: Mechanical Model Parameters of Drive Train The dynamics of drive-train are described by following differential equations This is the required first order Transfer function of Drivetrain. This can also be represented as Thus, the mathematical model of wind turbine is derived. 7. Implementation of Conventional PID Controller The Simulink model of wind turbine pitch control system with conventional PID Controller is shown in Fig. 3 and the control parameters for the PID controller are shown in Fg.4. Figure 3: Simulink diagram of PID Controller Implementation Figure 4: PID Controller Parameters 10. Simulation and Result of System without Controllers The figures below show the Simulink model of wind turbine without any controllers and the output graph Figure 5: Wind Turbine System Without Controllers Figure 6:The unit step response of wind turbine without controllers
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 660 We see that the desired output is not reached as well Settling time very high. Also the Overshoot and Undershoot is high. Hence, we need to implement controller to overcome these drawbacks. 11. Simulation of the Plant with PID Controller Figure 7:The unit step response of wind turbine with PID controller The unit step response of wind turbine pitch control system is shown in Fig. 17. Time domain specifications are observed from the response graphs and tabulated in Table 6. With PID controller, we observed less rise time, settling time and peak overshoot when compared to the wind turbine model without any controllers. 14. Comparison of Simulation Results of the Plant with and without using PID Controller Table 3:Comparison of Time Domain Specifications of Pitch Control System for Unit Step Input Using From the Table above, we can see that the PID controller gives a better control for the pitch angle of the wind turbine system. 15. CONCLUSIONS AND FUTURE WORK In this paper, we developed the wind turbine pitch control system mathematical model and simulated with PID controller using MATLAB/Simulink to achieve optimum response. The PID controller produces the response with lower delay time and rise time, but it has slight oscillations. In future, one can use artificial neural networks to control the pitch angle of the wind turbine system and check its performance with the Adaptive Fuzzy PID controller. Also, Individual pitch control method can be used along with the Adaptive Fuzzy PID controller to improve the overall performance of the system. REFERENCES [1]. Civelek, Zafer, Ertuğrul Çam, Murat Lüy, and Hayati Mamur. "Proportional–integral–derivative Parameter Optimisation of Blade Pitch Controller in Wind Turbines by a New Intelligent Genetic Algorithm." IET Renewable Power Generation 10.8 (2016): 1220-228. [2] C. Tan and H. Wang, "A Review on Pitch Angle Control Strategy of Variable Pitch Wind Turbines", Advanced Materials Research, vol. 772, pp. 744-748, 2013. [3] Dunne, F. "Optimizing Blade Pitch Control of Wind Turbines with Preview Measurements of the Wind." Order No. 10108716 University of Colorado at Boulder, 2016. Ann Arbor: ProQuest. Web. 4 Feb. 2017. [4]. Han, Bing, Lawu Zhou, Fan Yang, and Zeng Xiang. "Individual Pitch Controller Based on Fuzzy Logic Control for Wind Turbine Load Mitigation." IET Renewable Power Generation 10.5 (2016): 687-93. Kozak, Peter. "Blade Pitch Optimization Methods for Vertical-axis Wind Turbines." Thesis. ProQuest Dissertations Publishing, n.d. 2016. [5] Jason T Brown. Montana environmental information centre. http://meic.org, 2013. [6] Novak P, Ekelund T, Jovik I, and Schmidt Bauer B. "Modeling andControl of Variable-Speed Wind-Turbine Drive-System Dynamics,"IEEE Control Syst Mag 1995; 15(4), pp. 28-38. [7] Sharma, R.D. (2013). ‘Feedforward Learning Control for Individual Blade Pitch Control of Modern Two-Bladed Wind Turbines’. [8] S.Suryanarayanan, A.Dixit, "Control of Large Wind Turbines: Review and Suggested Approach to
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 09 | Sep -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 661 Multivariable Design", Proc. of theAmerican Control Conference 2005, Portland, USA, pp. 686-690. BIOGRAPHIES Silpa Baburajan obtained her B.SC Electrical Engineering degree from American University of Sharjah (2015) and is currently pursuing her Master’s degree in Electrical Engineering, specializing in Control System, at Rochester Institute of Technology (RIT), Dubai Campus. Dr Abdulla Ismail obtained his B.Sc. (’80), M.Sc. (’83), and Ph.D. (’86) in electrical engineering, from the University of Arizona, U.S.A. Currently, he is working as a professor in the Electrical Engineering Department and assistant to the President at the Rochester Institute of Technology, Dubai, UAE