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Small-Signal Stability of wind turbine by using direct-drive PMSG connected to power grid Nitin Surgonda Patil Electrical Engineering Department KES Society’s Rajarambapu Institute of Technology Rajaramnagar, Islampur, Maharashtra, India [email protected] Prof.Yogini N.Bhosale Electrical Engineering Department KES Society’s Rajarambapu Institute of Technology Rajaramnagar, Islampur, Maharashtra, India [email protected] AbstractThe climbing twang favors India, at present days the investment for force is climbing amazingly. This unfaltering investment is realizing operation of the workplace schema at its purpose of restriction. All through this state of undertakings, dealing with the electrical power interest isn't the sole criteria in any case besides its the hobby of the workplace skeleton constructs to supply a stable and esteem power to the customers. The previously stated scenarios highlight the prerequisite of cognizance the workplace structure strength. The colossal yet as meager scale penetration of wind period joined into instatement organizes, the indispensable basics to research the effect of wind farms on show unfaltering quality of power systems and so propel suitable organization schedules to help small demonstrate security. in spite of the fact that examining the dauntlessness of turbine with straight drive enduring magnet synchronous generator joined with cross section while continuing somewhat unsettling impact (wind rate goes everywhere on) and style the controllers' parameters, an entire humble demonstrate model of the structure is constructed ill-use MATLAB/SIMULINK. All through this paper the possibility of minor pointer robustness with PMSG and changing sorts of turbine generators (WTGs) moreover are displayed. At final, the proliferation results exhibit that the system is stable while persevering unobtrusive exacerbation of a wind rate go down and an upgrade, and therefore the dynamic responses of the schema is for each the impacts of quiet-mark analyzation. KeywordsWind Power Technology, Small-Signal Stability with Classification, Small-Signal System, WECS Components, Analysis with Simulation Results I. INTRODUCTION Of late, the power and common crises have gotten one of the most stupendous issues all over the place. Consistent with force needs and biological concerns, renewable enhancements are pondered chance to come constrain advancements of choice [1], [2]. Renewable life is accumulated from nature, and it is spotless and tainting unhindered. In any case, it is comprehensively affirmed that renewable power is not the come about that comes without tests. Wind power is an unrestricted, renewable possession, so paying little mind to what product of is used today; there could at present be the same supply at some time to come. Wind life is in like manner a source of clean, non-dirtying, force. Unlike commonplace power plants, wind plants emanate no air pollutions or nursery gases. Wind power is a fundamental source of hearty-obliging life and has wound up being more discriminating in the later years. The product of present wind power is growing every year and various nations have made plans to make immense theories in wind control in the end destiny. Around the diverse renewable possessions, wind power is needed to have the most ensuring specific and temperate prospects. As talked on above, the enhancing entryway of wind power period, the minor suggestion of wind power period. This structure has been pulling in improving productivity. Humble-show security examination of the commonplace power skeleton, which is made out of synchronous and artificiality generators are a conventionally advanced field of study. Eigenvalues examination is utilized to investigate the modest-pointer enduring nature of the blueprint. II. TECHNOLOY BEHIND WIND POWER Wind power is the conversions of wind (Mechanical) power into a practical sort of (Electrical) constrain, for instance using wind turbines to make electrical energy. In present times, in wind life change, wind turbines are used to get the power of the wind and change over it into force. The scale of use updates from single unit in comments, supplying remote ranges; to broad wind develops including various wind turbines the change of mechanical life into electrical constrain is conceivable into three major sorts of WTGs. Squirrel pen incitement generators (SCIGs), doubly-sustained affectation generators (DFIGs) and quick-driven changeless attractive synchronous generators (DDPMSGs). Owing to various accelerating values and working benchmarks, their things on power skeleton advance and robustness differ. The previously stated are made a case on underneath: A. SCIG: The wind turbine rotor is connected with the squirrel-pen generator through a gearbox and the stator is straight coupled to the structure through a shunt capacitor bank. Insincerity generators produce electrical power when their shaft is rotated speedier than the synchronous repeat of the indistinguishable incitation motor. Insincerity generators are not self- stimulating, hugeness they require an outside supply to get ready a turning alluring flux; the energy required for this is called reactive current. On the off chance that the rotor turns slower than the rate of the rotating flux, the machine 978-1-4673-6150-7/13/$31.00 ©2013 IEEE 635

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Small-Signal Stability of wind turbine by using direct-drive PMSG connected to power grid

Nitin Surgonda Patil Electrical Engineering Department

KES Society’s Rajarambapu Institute of Technology Rajaramnagar, Islampur, Maharashtra, India

[email protected]

Prof.Yogini N.Bhosale Electrical Engineering Department

KES Society’s Rajarambapu Institute of Technology Rajaramnagar, Islampur, Maharashtra, India

[email protected]

Abstract— The climbing twang favors India, at present days the investment for force is climbing amazingly. This unfaltering investment is realizing operation of the workplace schema at its purpose of restriction. All through this state of undertakings, dealing with the electrical power interest isn't the sole criteria in any case besides its the hobby of the workplace skeleton constructs to supply a stable and esteem power to the customers. The previously stated scenarios highlight the prerequisite of cognizance the workplace structure strength. The colossal yet as meager scale penetration of wind period joined into instatement organizes, the indispensable basics to research the effect of wind farms on show unfaltering quality of power systems and so propel suitable organization schedules to help small demonstrate security. in spite of the fact that examining the dauntlessness of turbine with straight drive enduring magnet synchronous generator joined with cross section while continuing somewhat unsettling impact (wind rate goes everywhere on) and style the controllers' parameters, an entire humble demonstrate model of the structure is constructed ill-use MATLAB/SIMULINK. All through this paper the possibility of minor pointer robustness with PMSG and changing sorts of turbine generators (WTGs) moreover are displayed. At final, the proliferation results exhibit that the system is stable while persevering unobtrusive exacerbation of a wind rate go down and an upgrade, and therefore the dynamic responses of the schema is for each the impacts of quiet-mark analyzation.

Keywords—Wind Power Technology, Small-Signal Stability with Classification, Small-Signal System, WECS Components, Analysis with Simulation Results

I. INTRODUCTION Of late, the power and common crises have gotten one of

the most stupendous issues all over the place. Consistent with force needs and biological concerns, renewable enhancements are pondered chance to come constrain advancements of choice [1], [2].

Renewable life is accumulated from nature, and it is spotless and tainting unhindered. In any case, it is comprehensively affirmed that renewable power is not the come about that comes without tests. Wind power is an unrestricted, renewable possession, so paying little mind to what product of is used today; there could at present be the same supply at some time to come. Wind life is in like manner a source of clean, non-dirtying, force.

Unlike commonplace power plants, wind plants emanate no air pollutions or nursery gases. Wind power is a

fundamental source of hearty-obliging life and has wound up being more discriminating in the later years. The product of present wind power is growing every year and various nations have made plans to make immense theories in wind control in the end destiny. Around the diverse renewable possessions, wind power is needed to have the most ensuring specific and temperate prospects.

As talked on above, the enhancing entryway of wind power period, the minor suggestion of wind power period. This structure has been pulling in improving productivity. Humble-show security examination of the commonplace power skeleton, which is made out of synchronous and artificiality generators are a conventionally advanced field of study. Eigenvalues examination is utilized to investigate the modest-pointer enduring nature of the blueprint.

II. TECHNOLOY BEHIND WIND POWER Wind power is the conversions of wind (Mechanical)

power into a practical sort of (Electrical) constrain, for instance using wind turbines to make electrical energy. In present times, in wind life change, wind turbines are used to get the power of the wind and change over it into force. The scale of use updates from single unit in comments, supplying remote ranges; to broad wind develops including various wind turbines the change of mechanical life into electrical constrain is conceivable into three major sorts of WTGs. Squirrel pen incitement generators (SCIGs), doubly-sustained affectation generators (DFIGs) and quick-driven changeless attractive synchronous generators (DDPMSGs). Owing to various accelerating values and working benchmarks, their things on power skeleton advance and robustness differ. The previously stated are made a case on underneath:

A. SCIG: The wind turbine rotor is connected with the squirrel-pen

generator through a gearbox and the stator is straight coupled to the structure through a shunt capacitor bank. Insincerity generators produce electrical power when their shaft is rotated speedier than the synchronous repeat of the indistinguishable incitation motor. Insincerity generators are not self-stimulating, hugeness they require an outside supply to get ready a turning alluring flux; the energy required for this is called reactive current. On the off chance that the rotor turns slower than the rate of the rotating flux, the machine

978-1-4673-6150-7/13/$31.00 ©2013 IEEE 635

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institutions like a provoking motor. Assuming that the rotor is turned snappier, it acts like a generator, getting ready power at the synchronous repeat.

B. DFIG: It is a variable speed WTG. The wind turbine rotor is

connected with the DFIG through a gearbox. The stator is straight settled to the grid, yet the rotor cohort the cross section through a part of the way-scale converter. With the use of power converter, the authentic and reactive power could be managed self-rousingly and without further ado inside layout limits. The usage of the energy converter licenses the rotor speed to rotate at a dissimilar speed concerning the synchronous speed, in this way the rotor speed is not synchronized to the air-gap flux.

C. DDPMSG: The wind turbine rotor is straightforwardly joined with the

generator and the stator is coupled to the network through a full-scale converter. A continuing on magnet synchronous generator is a generator where the excitation field is outfitted by a never-ending magnet as a substitute for a twist. In a never-ending magnet generator, continuing to tick magnets arrange the magnetic field of the rotor. Diverse sorts of generator use electromagnets to convert an alluring field in rotor winding, unending magnet generators don't need DC supplies for the excitation circuit, nor do they have slip rings and contact brushes. The air opening flux is not controllable, so the voltage of the machine can't be smoothly maintained. In the event that there ought to be an event of ceaseless magnet alternators, the rate is straightforwardly in respect to the yield voltage of the alternator.

III. LITARUTURE REVIEW Considering above discussed assorted sorts of wind

generators artistic works work is presented underneath: In references [1–5], presents the idea of incitation

generator (Squirrel/Wound-Rotor) with persistent supply repeat. In [1] to survey the affectability of schema modes to the system parameters and skeleton cutoff to reject unsettling impacts for instance a windblast, a repeat-response approach was used. In [2], a particular-generator unlimited-transport skeleton and a four-generator structure were dismembered, and the impacts of the multiplication showed that affecting modes solidly related to wind turbine hold incredible damping angles. In [3], exhibits that the working states of wind farms make affect on wavering features to some degree when the small-mark consistent quality examination of amazing-scale wind develop coordination into true power cross section. In [4], wind grow sways on modes of a two-locale, four generator skeletons were examined. In [5], an upgraded pitch control arrangement was displayed by using a repeat deviation movement into the control schema.

In [6–12], the humble-pointer soundness of doubly-supported provoking generator (DFIG)-based wind control system was bankrupt down. In [6], a different show generosity show for presentation evaluation was given. In [7],

change methodology for the DFIG machines into indistinguishable acknowledged conform rotor synchronous machines was advanced. In [8], a DFIG wind turbine schema using differential infrastructure was shown by using multi-objective optimal controller. In [9], a novel framework using atom swarm progression was inferred for redesigning controllers' parameters of a wind turbine with DFIG. In [10], the DFIG-based wind period system was inquired about for the impact of a damping controller on the different modes of operation. In [11], five sorts of modes of prop-joined DFIG wind turbine were distinguished by transaction component of eigenvalues, and structure parameter's change was finished by minimizing the weighted entire of squares of affectability. In [12], the impacts of the rotor current controller's parameters on the eigenvalues accompany were thought about. The previously stated references observed the unassuming-marker displaying and examination of artificiality generator and DFIG. In addition, the unobtrusive mark displaying and examination of enduring magnet synchronous generator (PMSG) wind time skeleton has been extraordinary examined. It was only contemplated.

In [13, 14]. Remembering the deciding objective to make the complete model of the skeleton, it is imperative to study the control strategy of control skeleton and create the model of each part of the schema. In light of this consideration, the paper thinks about unassuming-demonstrate displaying and examination of wind turbine with straight drive PMSG connected with energy skeleton, and reliant upon which the controllers' parameters are fairly formed and the structure minor-show quality under some parameter mixtures is verified.

In [15], the PMSG was connected with the power cross section by using the holdings also back-to-back full-scale converters, beat width parity (PWM) rectifier, a transitional dc circuit and a PWM inverter. In [16], to control the trouble voltage in a stand-separated from everybody else mode a control strategy was progressed. In [17], for most great power accompanying control and passing on force to the skeleton properties of Z-source inverter were used. Reference [18], the framework of a joined towering-ask for sliding-mode controller for the PMSG-based wind time system. Reference [19] wind life conversion of PMSG wind turbine structure exhibited most efficiently control methods. [20], the level-voltage ride-through capability of a 2 MW full converter wind turbine with PMSG was scrutinized. In [21], a relative examination of various most stupendous power extraction systems was performed. In [22], to make an improved control plan for the generator-side three-switch buck-sort rectifier two PMSG control frameworks, in particular unity-control-variable control and rotor-flux-presentation control (Id=0) made, reference [23] , for a wind period schema with an immutable-magnet synchronous generator a novel most great-power-extraction requested framework consolidating a most amazing-power disappointment-driven instrument and a most great power differential-speed control techniques progressed. In [24], a quick driven PMSG was recommended a different twofold-mode control system. In [25], a novel most

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compelling power-center taking after control plot-based optimal electromagnetic torque reference and a different system for distinguishing beginning rotor position of the PMSG were recommended. In [26], for the vibration wretchedness and steadfastness change a novel control method was suggested. In [27], the mixed bag of wind velocity, methods for pitch indicates control and rotational velocity control were progressed. While inspecting the above references, a complete humble-demonstrate model of the wind turbine with straight-drive PMSG connected with power skeleton is propelled using the wind turbine, PMSG, converters, controllers and control system. Moreover indigent upon that, the takings after scenarios were thought about:

1. The humble-sign solidness investigation of the

framework utilizing MATLAB/Simulink.

2. Verification of the framework soundness under some parameter varieties consistent with the hints of eigenvalues.

IV. POWER SYSTEM STABILITY AND ITS CLASSIFICATION

Control structure consistent quality is the limit of an electric power schema, for a given initial administering condition, to recuperate a state of administering adjusts in the wake of being subjected to a physical unsettling impact, with a vast divide of the structure variables restrained so basically the entire system remains entire [1], [2].

A. Grouping of Power System Stability:

Fig.1 Power System Stability

B. Modest-Disturbance or Small-Signal Angle Stability: It is the capacity of the schema to stay in synchronism

when subjected to lower unsettling impacts. Minor aggravations could be small stack overhauls like switching on or off of lowly loads, line tripping, quiet generators tripping and so forth. On account of unassuming unsettling impacts there may be two sorts of dubiousness: non-oscillatory instability and oscillatory instability. In non-oscillatory shakiness the rotor plot of a generator keeps extending in view of an unobtrusive disturbance and if there ought to be an event of oscillatory insecurity the rotor plot wavers with unfolding size. The small-mark shakiness can incite movements in the system. There are three modes of motions because of modest unsettling influences-

• Local modes of movements are in view of a solitary

generator or assembling of generators wavering inverse whatever stays of the schema.

• Intra-plant modes of movements are in view of movement’s right around the generators in the same plant. The run of the plant frequencies of movements of close-by and intra plant modes are in the degree of 1 Hz to 2 Hz.

• Inter extend modes of movements are as a result of a get-together of generator in one domain influencing as one unit inverse a supplemental total of generators in an assorted locale.

The general repeat stretch out of conceal zone mode of movements are 0.1 Hz to 0.8 Hz. The essential thought behind small show unfaltering quality examination is that the energy skeleton, which is nonlinear, for unassuming unsettling impacts could be modified around the constant state working center as the system could be affecting in a minor zone around the steady state administering center.

V. SMALL-SIGNAL SYSTEM

Fig 2: Small-Signal Model of whole system

A schematic map of the small-signal model of the whole

system is shown in Fig. 1, where Vw is the wind velocity; C is the dc (direct current) link capacitor, Udc is the dc voltage, L is the filter inductance, Uk is the voltage phasor of gird-side converter, Ig is current phasor, xT is the reactance of transformer T, XL i s the reactance of transmission line, the voltage of power grid node b is 1<00.

VI. WIND TURBINE By using the following equations wind turbines models

can be built up.

(1) Where Vw is velocity of wind turbine, ρ: air density, A

blade area (A = πRw^2), Rw: radius of blade, Vw: rotational velocity of the wind turbine, Cp: utilization coefficient of wind power, which is related with tip velocity ratio γ (γ=ΩwRw/Vw) and pitch angle (kept constant) β=00.

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VII. PERMENENT MAGNETIC SYNCHRONOUS GENERATOR AND POWER GRID

The PMSG model could be advanced with this comparisons, were the course of d-hub is straightened with rotor's attractive flux linkage. The comparisons are given underneath:

(2) As shown in Fig. 1, PMSG is connected with power grid

through transformer and transmission line.

VIII. GENERATOR-SIDE CONTROLLER

Fig.3: Schematic arrangement of Generator-Side

Controller The schematic arrangement of Generator side controller

is as shown in figure. From figure it is clear that the generator side controller makes use of feedback speed of the generator which is then compared with a reference speed (RPM).Then its difference is propositional integrated to produce an equivalent dc signal which is fed back to the gates.

IX. GENERATOR-SIDE CONTROLLER First, the schematic arrangement of Grid-Side controller

is as shown in figure 4.

Fig.4: Schematic arrangement of Grid-Side controller

In Grid-Side controller makes use of Hall Effect signals produced from the PMSG block. These signals have pulsed outputs amplitude of +1 only.

The inverted & non-inverted combination of hall effect

signals are given as input to AND gates to generate emf pulses in both positive and negative direction (Sinusoidal Pulses).

This module implements the following truth table:

Table 1: Truth table for Decoder

Table 2: Truth table for Gate

The output of the decoder is given to gate pulse generator

which detects the zero crossings of 3 emf signal and generates a sequence of gate pulses. The input Hall Effect Signal is given to NOT Gate. This logical Operator block performs the specified logical operation on its inputs. An input value is TRUE (1) if it is nonzero and FALSE (0) if it is zero. The input Hall Effect Signal is given to NOT Gate. This Logical Operator block performs the specified logical operation on its inputs. An input value is TRUE (1) if it is nonzero and FALSE (0) if it is zero.

The Compare to Zero blocks compares an input signal to

zero. Specify how the input is compared to zero with the Operator parameter.

The Operator parameter can have the following

values: > 0 determine whether the input is less than zero. < 0 determine whether the input is greater than zero. The output is 0 if the comparison is false, and 1 if it is

true. The Mux block combines its inputs into a single vector output. A signal arriving at output MUX block into the Gate signal.

Ha Hb Hc Emf-a Emf-b Emf-c

0 0 0 0 0 0

0 0 1 0 -1 1

0 1 0 -1 1 0

0 1 1 -1 0 1

1 0 0 1 0 -1

1 0 1 1 -1 0

1 1 0 0 1 -1

1 1 1 0 0 0

Emf-a Emf-b Emf-c Q1 Q2 Q3 Q4 Q5 Q6

0 0 0 0 0 0 0 0 0

0 -1 1 0 0 0 1 1 0

-1 1 0 0 1 1 0 0 0

-1 0 1 0 1 0 0 1 0

1 0 -1 1 0 0 0 0 1

1 -1 0 1 0 0 1 0 0

0 1 -1 0 0 1 0 0 1

0 0 0 0 0 0 0 0 0

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X. ANALYSIS OF SMALL SIGNAL MODEL To study the small-signal stability of system, after

suffering a small disturbance of a wind velocity step-down and step-up and designing the controllers’ parameters, it is necessary to build the complete small-signal model of the system using MATLAB/Simulation.

Fig 5: Small-Signal Model with MATLAB/Simulink

A. Dynamic responses of a wind velocity step-up The wind velocity was chosen to have an initial value of

4m/s and step up to a value of 11m/s with a sample time of 0.3seconds.The changes can be observed around the value of 0.3 on the x-axis.

Fig.6: Dynamic responses of a wind velocity step-up Id, Iq, Te

From figure 6, it can be seen that the system Id, Iq, Te

responds to the change at 0.3sec.

B. Dynamic responses of a wind velocity step-Down The wind velocity was chosen to have an initial value of

11m/s and step up to a value of 4m/s with a sample time of 0.3seconds.The changes can be observed around the value of 0.3 on the x-axis.

Fig.7: Dynamic responses of a wind velocity step-down Id, Iq,

Te From figure 7, it can be seen that the system Id, Iq, Te

responds to the change at 0.3sec.

XI. EIGENVALUE CALCULATION The Eigenvalues can be find out by using the A matrices

concept. The parameters of Eigen values: can be calculated in this paper by using the equations used for modelling the wind turbine, PMSG, drive rain, Generator and Grid-Side controllers and power grid. The equations used for modelling is not details described here, the reference paper are helpful to find the equations and more details regarding the A matrices. In this section mentioned only calculated Eigen values and it plot on spectrum. λ: denotes for Eigen values. All the calculated Eigenvalues are negative real parts. So it is conclude that system is stable for all values.

Table 3: Calculated Eigen value

No. Eigen Values λ1 -0.185 λ 2,3 -53.185 j37.76 λ 4,5 -105.95 100 λ 6 -269.95.52 λ 7 -45.95.94 λ 8,9 -41.865 5.94 λ10,11 -116.875 245.06

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Fig.8: Eigenvalues Spectrum of Matrix A

XII. CONCLUSIONS This paper gives contemplation about Minor-Indicate

relentlessness, for testing the idea of unassuming-mark steadfastness wind turbine with quick driven PMSG connected with power system. The MATLAB/SIMULINK model is used to examine the system quality when the wind velocity goes step down/step up. After verification recreation comes about and as per hints of eigenvalues it is clear that Re-enactment brings about MATLAB/SIMULINK verified that examination of the minor-sign model are right.

References

[1] Tabesh, A., Iravani, R.: ‘Small-signal dynamic model and analysis of a fixed-speed wind farm – a frequency response approach’, IEEE Trans. Power Deliv., 2006.

[2] Tang, H., Wu, J.L., Zhou, S.X.: ‘Modeling and simulation for small signal stability analysis of power system containing wind farm’, Power Syst. Technol., 2004.

[3] Zhang, H.G., Zhang, L.Z., Chen, S.Y.: ‘Influence of large scale wind farms on power system small signal stability and damping characteristic’, Power Syst. Technol., 2007.

[4] Fan, W., Zhao, S.Q.: ‘Small signal stability analysis of power system considering wind farm’, J. North China Electr. Power Univ., 2009.

[5] Guan, H.L., Chi, Y.L., Dai, H.Z.: ‘Small signal stability and control of wind turbine with asynchronous generator integration into power system’, Autom. Electr. Power Syst., 2008.

[6] Tabesh, A., Iravani, R.: ‘Small signal model and dynamic analysis of variable speed induction machine wind farms’, IET Renew. Power Gener., 2008.

[7] Gautama, D., Vittal, V., Harbour, T.: ‘Impact of increased penetration of DFIG-based wind turbine generators on transient and small signal stability of power systems’, IEEE Trans. Power Syst., 2009.

[8] Yang, L., Yang, G.Y., Xu, Z.: ‘Optimal controller design of a doubly-fed induction generator wind turbine system for small signal stability enhancement’, IET Gener. Transm. Distrib., 2010.

[9] Wu, F., Zhang, X.P., Godfrey, K.: ‘Small signal stability analysis and optimal control of a wind turbine with doubly fed induction generator’, IET Gener. Transm. Distrib., 2007.

[10] Mishra, Y., Mishra, S., Li, F.X.: ‘Small-signal stability analysis of a DFIG-based wind power system under different modes of operation’, IEEE Trans. Energy Convers., 2009.

[11] 11 Lin, J., Li, G.J., Sun, Y.Z.: ‘Small-signal analysis and control system parameter optimization for DFIG wind turbines’, Autom. Electr. Power

Syst., 2009. [12] 12 Wang, Z., Sun, Y.Z., Li, G.J.: ‘Analysis of current loop parameter in

the vector control of DFIG wind turbines’, Electr. Power Syst., 2008. [13] Wu, F., Zhang, X.P., Ju, P.: ‘Modeling and control of the wind turbine

with the direct drive permanent magnet generator integrated to power grid’. Proc. DRPT, Nanjing, China, April 2008.

[14] Wu, F., Zhang, X.P., Ju, P.: ‘Small signal stability analysis and control of the wind turbine with the direct-drive permanent magnet generator integrated to the power grid’, J. Electr. Power Syst. Res., 2009.

[15] Chinchilla, M., Arnaltes, S., Burgos, J.C.: ‘Control of permanent magnet generators applied to variable-speed wind-energy systems connected to the grid’, IEEE Trans. Energy Convers., 2006.

[16] Haque, M.E., Negnevitsky, M., Muttaqi, K.M.: ‘A novel control strategy for a variable-speed wind turbine with a permanent-magnet synchronous generator’, IEEE Trans. Ind. Appl., 2010.

[17] Dehghan, S.M., Mohamadian, M., Varjani, A.Y.: ‘A new variable speed wind energy conversion system using permanent magnet synchronous generator and z source inverter’, IEEE Trans. Energy Convers., 2009.

[18] Valenciaga, F., Puleston, P.F.: ‘High order sliding control for a wind energy conversion system based on a permanent magnet’, IEEE Trans. Energy Convers., 2008.

[19] Tan, K., Islam, S.: ‘Optimum control strategies in energy conversion of PMSG wind turbine system without mechanical sensors’, IEEE Trans. Energy Convers., 2004.

[20] Conroy, J.F., Watson, R.: ‘Low-voltage ride-through of a full converter wind turbine with permanent magnet generator’, IET Renew. Power Gener., 2007.

[21] Shirazi, M., Viki, A.H., Babayi, O.: ‘A comparative study of maximum power extraction strategies in PMSG wind turbine system’. Proc. IEEE Electrical Power and Energy Conf., 2009.

[22] Zhang, S., Tseng, K.J., Vilathgamuwa, D.M.: ‘Design of a robust grid interface system for PMSG-based wind turbine generators’, IEEE Trans. Ind. Electr., 2011.

[23] Wai, R.J., Lin, C.Y., Chang, Y.R.: ‘Novel maximum-power-extraction algorithm for PMSG wind generation system’, IET Electr. Power Appl., 2007.

[24] Liao, Y., Zhuang, K., Yao, J.: ‘Dual-mode power control strategy simulation study of direct-driven permanent magnet synchronous generator for wind turbine’, Proc. CSEE, 2009.

[25] Zhao, R.D., Wang, Y.J., Zhang, J.S.: ‘Maximum power point tracking control of the wind energy generation system with direct-driven permanent magnet synchronous generators’, Proc. CSEE, 2009.

[26] Geng, H., Xu, D.W., Wu, B.: ‘Control and stability analysis for the permanent magnetic synchronous generator based direct driven variable speed wind energy conversion system’, Proc. CSEE, 2009.

[27] Yin, M., Li, G.Y., Zhang, J.C.: ‘Modeling and control strategies of directly driven wind turbine with permanent magnet synchronous generator’, Power Syst. Technol., 2007.

[28] Small-signal modelling and analysis of wind turbine with direct drive permanent magnet synchronous generator connected to power grid H. Huang C. Mao J. Lu D. Wang 2011.

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