- freely available
Appl. Sci. 2013, 3(2), 437-456; doi:10.3390/app3020437
Published: 11 April 2013
Abstract: This paper presents a simple control strategy for the operation of a variable speed stand-alone wind turbine with a permanent magnet synchronous generator (PMSG). The PMSG is connected to a three phase resistive load through a switch mode rectifier and a voltage source inverter. Control of the generator side converter is used to achieve maximum power extraction from the available wind power. Control of the DC-DC bidirectional buck-boost converter, which is connected between batteries bank and DC-link voltage, is used to maintain the DC-link voltage at a constant value. It is also used to make the batteries bank stores the surplus of wind energy and supplies this energy to the load during a wind power shortage. The load side voltage source inverter uses a relatively complex vector control scheme to control the output load voltage in terms of amplitude and frequency. The control strategy works under wind speed variation as well as with variable load. Extensive simulation results have been performed using MATLAB/SIMULINK.
Nowadays, most countries of the world are facing difficulties in using conventional sources for power generation due to exhaustion of fossil fuels and environmental issues. Wind energy, is one of the available non-conventional energy sources, which is clean and an infinite natural resource. Variable speed wind energy systems have several advantages compared with fixed speed wind energy systems such as yielding maximum power output, developing low amount of mechanical stress, improving efficiency and power quality . Power electronics devices with a variable speed system are very important, where AC–DC converter is used to convert AC voltage with variable amplitude and frequency at the generator side to DC voltage at the DC-link voltage. The DC voltage is converted again to AC voltage with constant amplitude and frequency at the load side for electrical utilization [2,3]. The reliability of the variable speed wind energy systems can be improved significantly by using a permanent magnet synchronous generator (PMSG). PMSG has several advantages over other types of generators which are used in wind energy systems such as its simple structure, ability of operation at slow speed, self-excitation capability leading to high power factor and high efficiency operation . With low speed of PMSG operation there is no need for a gearbox which often suffers from faults and requires regular maintenance making the system unreliable [5,6].
Maximum power can be extracted from the available wind power, which varies continually with change in the wind speed throughout a day, by adjusting the rotor speed of PMSG according to the wind speed variation. So, most recent papers try to achieve sensorless maximum power extraction from available wind power because using these mechanical sensors leads to inaccurate measurements due to mechanical parts consideration [7,8,9].
There are two common types of interfaces between PMSG and the load. The first configuration is designed as back-to-back PWM converter [10,11], the second configuration is a single switch mode rectifier and an inverter [12,13]; the former is commonly considered as the technical ultimate operation but may be more expensive and complex, it has a lot of switches which cause more losses and voltage stress in addition to presence of Electromagnetic Interface (EMI). The latter, which is adopted in this paper, is usually used in the stand-alone or small scale wind farms for its simple topology and control, and most importantly, low cost.
There are many remote communities throughout the world where the electricity grid is not available. These communities are supplied with conventional energy sources. As it is well known, these conventional sources are very expensive and go to depletion. If these communities are affluent in wind energy, in this case, stand-alone wind energy systems can be considered as an effective way to supply power to the loads in these communities. It is one of the practicalities for self-sufficient power generation which involves using a wind turbine with battery storage system to create a stand-alone system for isolated communities located far from a utility grid. Load side voltage source inverter is responsible to supply controlled output load voltage in terms of amplitude and frequency to the load [14,15,16]. Wind energy supply systems are among the most interesting, low cost, and environmental friendly for supply power to remote communities which are affluent in wind energy resource.
Battery storage system is essential for a stand-alone wind energy supply system to meet the required load power. As a variable speed wind energy system which has fluctuating generated power due to the variability of wind speed. It can store the excess energy when the generated power from the wind is more than the required load power for a time when the generated power from the wind is less than the required load power to maintain power balance between generated power and required load power [17,18,19]. Also, it can remove the fluctuating power from wind energy system and maximize the reliability of power supplied to the load.
Hence, this paper proposes a control strategy for a variable speed stand-alone wind energy supply system. Control of the switch mode rectifier at the generator side is used to achieve sensorless maximum power extraction from available wind power. Control of the DC-DC bidirectional converter, which is connected between the batteries bank and DC-link voltage, is used to maintain the DC voltage at constant value and to meet power balance of the system. Control of the voltage source inverter at the load side is used to supply controlled output voltage in terms of amplitude and frequency to the load. Simulation results demonstrate that the control strategy performs very well in spite of wind speed and required load variation.
2. Stand-Alone Wind Energy Supply System
The power circuit topology of the proposed variable speed stand-alone wind energy supply system is shown in Figure 1. The system consists of the following components:
Permanent magnet synchronous generator (PMSG), which is directly driven by the wind turbine without using a gearbox.
A single switch three phase mode rectifier which consists of a three phase diode bridge rectifier and DC-DC boost converter.
Batteries bank is connected to the DC-link voltage through DC-DC bidirectional buck-boost converter.
A three phase voltage source inverter connected to the load through LC filter.
The proposed model has been modeled and simulated using MATLAB/SIMULINK software program.
3. Generator Side Converter Control
The mechanical power captured from wind turbine is governed by the following equation:
Using (1) and (3), the optimum output power from wind turbine can be written as:
Figure 3 indicates that the mechanical powers generated by the turbine as a function of rotor speeds for different wind speeds. The maximum power extraction within the allowable range can be achieved if the controller can properly follow the optimum curve with variation of wind speed.
The generator side converter (a single switch three phase mode rectifier) is controlled to extract maximum power from available wind turbine power. Hence, the wind turbine can produce maximum power when the turbine operates at optimum value of Cp (Cp-opt). So it is necessary to adjust the rotor speed at optimum value of the tip speed ratio (λopt).
The structure of the proposed control strategy of the switch mode rectifier is shown in Figure 4. The objective of this control is to control the duty cycle of DC-DC boost switch S1 which is shown in Figure 1
Estimate generator speed, ωg
Generator speed of PMSG can be estimated by measuring the average output voltage Vd and current Id of the uncontrolled bridge rectifier and by knowing the parameters of used PMSG in this paper which are given in Table 1. .
The relation among generator speed, PMSG parameters, Vd and Id is governed by (7).
Determine the reference power as shown in Figure 6, which describes the relation between the generator reference power and the generator speed, using (8).
This reference power is then used to calculate the reference DC current as indicted in (9).
The error between the reference DC current and measured DC current is used to adjust the duty cycle of the DC-DC boost converter to operate the generator speed at optimum speed through a hysteresis current controller to extract maximum power from wind turbine.
|Table 1. Parameters of permanent magnet synchronous generator.|
|Rated output power||Pr = 20 kW|
|Rated mechanical speed||Nr = 211 rpm|
|Number of poles||Pole ( p) = 36|
|Peak line-to-neutral back emf in no-load||ENL = 295.6 V|
|Stator winding resistance||Rs = 0.17640 Ω|
|Stator leakage inductance||Ls = 4.48 mH|
|Peak line-to-neutral back emf constant||Km = 1.4 V/rpm|
To describe the control function, considering Figure 2. If the PMSG operating at point “a” and wind speed increases from υw1 to υw2 (point “b”), the additional power causes the PMSG to accelerate also causes difference between reference DC current and measured DC current, this difference operate to adjust the duty cycle of DC-DC boost converter to achieve optimum speed of the PMSG ωg which attain maximum power extraction. Finally, the generator will reach the point “c” where the difference between reference DC current and measured DC current is within the bandwidth of the hysteresis current controller. A similar situation occurs when the wind speed decreases.
In this proposed strategy, there is no need to measure wind and generator speed using mechanical sensors which lead to inaccurate measurement.
4. DC-DC Bidirectional Converter Control
Battery storage system is essential for a stand-alone wind energy supply system to maintain the balance between the generated power from wind turbine and required load power through charge/discharge energy to/from this storage system. In this paper, the batteries bank is connected to the DC-link voltage through a DC-DC bidirectional buck-boost converter; the control of this converter can maintain the DC-link voltage at constant value as a reference value in addition to charge/discharge current to/from the batteries bank according to the required load power. The batteries bank voltage can be kept lower than the reference DC-link voltage (Vdc*) and hence less number of batteries need to be connected in series. In the proposed system the batteries bank voltage is kept at about 300 V while Vdc* = 690 V. In this paper the rating of the batteries bank, considering 60% depth of discharge (DOD), is decided based on the assumption that even when the wind power is zero it should be able to supply power to the load of a 15 kW for approximately an hour. The calculation of the battery rating is
Hence, 85 Ahr, 12 V battery rating is considered and therefore, twenty five numbers of batteries are required to connect in series.
The DC-DC bidirectional buck-boost converter shown in Figure 1 is operated in continuous conduction mode. The IGBTs Q1 and Q2 are switched in such a way that the converter operates in steady state with four sub intervals. The circuit operations in steady state for these different intervals are elaborated below:
Interval 1 (Q2 ON); in this interval the lower switch Q2 is turned ON and the upper switch Q1 is turned OFF with diode D1, D2 reverse biased as shown in Figure 7(a). During this interval the converter operates in boost mode and the inductor is charged and current through the inductor increases.
Interval 2 (D1 ON); during this interval both switches Q1 and Q2 are turned OFF. The diode D1 of the upper switch Q1 starts conducting as shown in Figure 7(b). The converter in this case supplies power to the DC-link voltage.
Interval 3 (Q1 ON); the upper switch Q1 is turned ON and the lower switch Q2 is turned OFF with diode D1, D2 reverse biased as shown in Figure 7(c). During this interval the converter operates in buck mode and transfer power to the batteries bank.
Interval 4 (D2 ON); during this interval both switches Q1 and Q2 are turned OFF, the diode D2 of the lower switch Q2 starts conducting as shown in Figure 6(d).
The control strategy of the DC-DC bidirectional buck-boost converter uses a PI controller to regulate the output DC voltage at a reference value is shown in Figure 8. In this control technique, the DC voltage Vdc is sensed and compared with the reference DC voltage Vdc_ref.. The error signal is processed through the PI controller. The output signal is the duty cycle of the switches Q1 or Q2 according to the case of charging or discharging. Where, the parameters of the PI controller are obtained by using Zeigler Nichols tuning method.
The presence of inductor in batteries bank side results low ripple current which achieves higher efficiency and longer lifetime.
5. Load Side Converter Control
The load side converter, a three phase voltage source inverter, is used as interface between DC-link voltage and the load. Unwanted high frequency harmonics which are generated from load side voltage source inverter based on the switching frequency. This unwanted high frequency can be eliminated by using a simple passive LC filter to prevent the problems in power quality at the customer load.
The load side voltage source inverter control is responsible to regulate the voltage and frequency at the customer load. In the stand-alone wind energy systems, there is no grid, the output voltages should be controlled in terms of amplitude and frequency. Vector control strategy is used to control the output load voltage during variation of required load power or wind speed.
In this paper, the specified load voltage frequency and RMS value of output phase voltage are 50 Hz and 220 V, respectively. The voltages Va, Vb, Vc and the currents Ia, Ib, Ic should be measured and transformed from stationary abc reference frame to rotating dq reference frame using chosen electrical load voltage frequency.
The voltage equations using dq transformation in the rotating reference frame are:
So, the active and reactive power can be calculated by using the dq transformation and given by:
If the reference frame is vq = 0 and vd = │V│, the equations for active and reactive power will be:
Therefore, active and reactive power can be controlled by controlling direct and quadrature components, respectively. Also, in the case of resistive load Vd* can be governed by:
Space vector PWM technique is used in the controller, because it increases the fundamental output voltage. In addition it reduces the harmonic contents in the output voltage.
The control strategy of the voltage source inverter to supply controlled voltage in terms of magnitude and frequency to the load is shown in Figure 9.
6. Simulation Results
The proposed control strategy for a stand-alone variable speed wind energy supply system is simulated in MATALB/SIMULINK under different operating conditions. Figure 10 shows the simulation block diagram for the system.
The variation in wind speed that occurs on a wind turbine is shown in Figure 11 to observe the performance of control strategy under wind speed variation. Figure 12 shows that the estimated and calculated generator speed where it varies with changing wind speed. The percentage error between the calculated and estimated generator speed is found less than 2% as shown in Figure 13. Figure 14 shows that the value of power coefficient Cp, it is clear that the simple sensorless control technique works well where the value of power coefficient is kept at its optimum value which equals 0.48 with wind speed and load variation to extract maximum power from available wind turbine power.
Figure 15 demonstrates the performance of DC-DC bidirectional buck-boost converter controller. It has been able to charge the batteries bank when the generated power is more than the required load power, and discharge the batteries bank when the required load power is more than the generated power. Also, to maintain the DC-link voltage at constant value which equals 690 V. Figure 15(a) shows the generated, load, and batteries bank powers, where the maximum generated power is variable according to the wind speed variation. The required load power steps up at times 6.005 and 12.005 second (in worst time of change, where the instantaneous value of voltage and current of phase A is at maximum value) from 12 kW to 13.5 kW and from 13.5 kW to 15 kW, respectively. Also, it steps down from 15kW to 13.5 kW and from 13.5 kW to 12 kW at times 18.005 and 24.005 second, respectively (also in worst time of change). Batteries bank power changes (charge and discharge) to meet power balance of the system during required load and wind speed variation. Figure 15(b) shows the DC-link voltage which is maintained at constant value at 690 V.
The total harmonic distortion (THD), in percentage, of the output load current for different required load power situations is shown in Figure 14. Where, the THD is less than 1.6% when the required load power is 12 kW, the THD is less than 1.2% when the required load power is 13.5 kW, and the THD is less than 1.0% when the required load power is 15 kW as shown in Figure 16(a–c), respectively.
Figure 17(a) shows that the output load current responses with a long time simulation. Figure 17(b,c) show the output load current at the instant of step up of required load power at time 12.005 seconds and step down of required load power at time 24.005 seconds, respectively. The output load voltage responses for all simulation time, output load voltage at the instant of step up of required load power at time 6.005 seconds and step down of required load power at time 18.005 seconds are shown in Figure 18(a–c), respectively. Figure 19 shows the RMS value of output phase voltage, where it is maintained at 220 V as a reference. It can be seen that the control of the voltage source inverter works well under wind speed and required load power variation.
Control strategy of a stand-alone variable speed wind energy supply system has been presented in this paper, along with a comprehensive analysis and simulation using MATLAB/SIMULINK. From the simulation results, the maximum power extraction control algorithm at the generator side converter has been implemented based on estimating generator speed, using the relation curve between generator speed and mechanical power to adjust the generator speed operation at optimum value through a hysteresis current control for extracting maximum power from the available wind power. Also, the DC-link voltage has been maintained at constant value; furthermore, the batteries bank has been able to store the surplus of wind energy and supply it to the load during a wind power shortage by controlling the DC-DC bidirectional buck-boost converter, which is connected between batteries bank and DC-link voltage. Finally, it has been explained how the voltage source inverter controller uses a vector control strategy to supply controlled output voltage in terms of amplitude and frequency to the resistive load. The simulation results proved that the performance of the control strategy is satisfactory in spite of variation in wind speed and load.
Conflict of Interest
The authors declare no conflict of interest.
- Muller, S.; Deicke, M.; de Doncker, R.W. Doubly fed induction generator system for wind turbines. IEEE Ind. App. Mag. 2002, 8, 26–33. [Google Scholar] [CrossRef]
- Ackerman, T.; Soder, L. An overview of wind energy status 2002. Renew. Sus. Energy Rev. 2002, 6, 67–127. [Google Scholar] [CrossRef]
- Bleij, J.A.M.; Chung, A.W.K.; Rudell, J.A. Power Smoothing and Performance Improvement of Wind Turbines with Variable Speed. In Proceeding of 17th British Wind Energy Association Conference, Warwick, UK, 19–21 July 1995; pp. 353–358.
- Chan, T.F.; Lai, L.L. Permanent-Magnet Machines for Distributed Generation: A Review. In Proceeding of the IEEE Conference on Power Engineering Society General Meeting, Tampa, FL, USA, 24–28 June 2007; pp. 1–6.
- Westlake, A.J.G.; Bumby, J.R.; Spooner, E. Damping the power-angle oscillations of a permanent magnet synchronous generator with particular reference to wind turbine applications. IEE Proc. Elec. Power Appl. 1996, 143, 269–280. [Google Scholar] [CrossRef]
- Polinder, H.; van der Pijl, F.F.A.; de Vilder, G.J.; Tavner, P.J. Compaison of direct-drive and geared generator concepts for wind turbine. IEEE Trans. Energy Convers. 2006, 3, 725–733. [Google Scholar]
- Senjyu, T.; Tamaki, S.; Muhando, E.; Urasaki, N.; Kinjo, H.; Funabashi, T.; Fujita, H.; Sekine, H. Wind velocity and rotor position sensorless maximum power point tracking control for wind generation system. Renew. Energy 2006, 31, 1764–1775. [Google Scholar] [CrossRef]
- Fan, L.; Miao, Z.H.; Wang, X. Sensorless Maximum Power Point Tracking in Multi-Type Wind Energy Conversion Systems. In Proceeding of the 48th IEEE Conference on Decision & Control, Shanghai, China, 15–18 December 2009; pp. 6823–6828.
- Hussein, M.M.; Orabi, M.; Ahmed, M.E.; Sayed, M.A. Simple Sensorless Control Technique of Permanent Magnet Synchronous Generator Wind Turbine. In Proceeding of the IEEE International Conference on Power and Energy, Kuala Lumpur, Malaysia, 29 November–1 December 2010; pp. 512–517.
- Chinchilla, M.; Arnaltes, S.; Burgos, J.C. Control of permanent-magnet generator applied to variable-speed wind-energy system connected to the grid. IEEE Trans. Energy Convers. 2006, 21, 130–135. [Google Scholar] [CrossRef]
- Thongam, J.S.; Bouchard, P.; Ezzaidi, H.; Ouhrouche, M. Wind Speed Sensorless Maximum Power Point Tracking Control of Variable Speed Wind Energy Conversion Systems. In Proceeding of the IEEE International Conference on Electric Machines and Drives, Miami, FL, USA, 3–6 May 2009; pp. 1832–1837.
- Tan, K.; Islam, S. Optimum control strategies in energy conversion of PMSG wind turbine system without mechanical sensors. IEEE Trans. Energy Convers. 2004, 19, 392–399. [Google Scholar] [CrossRef]
- Rolan, A.; Luna, A.; Vazquez, G.; Aquilar, D.; Azevedo, G. Modeling of a Variable Speed Wind Turbine with Permanent Magnet Synchronous Generator. In Proceeding of the IEEE International Symposium on Industrial Electronics, Seoul, Korea, 5–8 July 2009; pp. 734–739.
- Haque, M.E.; Negnevitsky, M.; Muttaqui, K.M. A novel control strategy for a variable-speed wind turbine with a permanent–magnet synchronous generator. IEEE Trans. Ind. Appl. 2010, 46, 331–339. [Google Scholar] [CrossRef]
- Bhende, C.N.; Mishra, S.; Malla, S.G. Permanent magnet synchronous generators-based standalone wind energy supply system. IEEE Trans. Sust. Energy 2011, 2, 361–373. [Google Scholar] [CrossRef]
- Fatu, M.; Tutelea, L.; Boldea, I.; Teodorescu, R. Novel Motion Sensorless Control of Stand Alone Permanent Magnet Synchronous Generator (PMSG): Harmonics and Negative Sequence Voltage Compensation under Nonlinear. In Proceeding of the European Conference on Power Electronics and Applications, Aalborg, Denmark, 2–5 September 2007; pp. 1–10.
- Mittal, R.; Sandhu, K.S.; Jain, D.K. Battery energy storage system for variable speed driven PMSG for wind energy conversion. Int. J. Innov. Manag. Tech. 2010, 1, 300–304. [Google Scholar]
- Singh, B.; KasalK, G.K. Solid-State voltage and frequency controller for a stand alone wind power generating. IEEE Trans. Power Electron. 2008, 23, 1170–1177. [Google Scholar] [CrossRef]
- Zeng, R.; Nian, H.; Quan, Y.; Liu, J. Improved Load-Adaptive Control Strategy for PMSG Based Stand-Alone Wind Energy Generation. In Proceeding of the International Conference on Electrical Machines and Systems, Tokyo, Japan, 15–18 November 2009; pp. 1–6.
- Esmaili, R.; Xu, L. Sensorless Control of Permanent Magnet Generator in Wind Turbine Application. In Proceeding of the IEEE 41th Annual Meeting Conference on Industry Applications, Tampa, FL, USA, 8–12 October 2006; pp. 2070–2075.
© 2013 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).