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2010 7th Inteational Multi-Conference on Systems, Signals and Devices BG OF DUCTION MOTOR TECIQUE OF DITE QUENCY COROL LAABIDI Mabrou 1 , REBHI Bechir 1 , KOURDA Ferii, ELLEUCH Mohamei and GHODBANI Labii 1 Electric System laboratory (LSE)- National School of engineers of Tunis (ENIT), B.P 37 the Belvedere 1002 Tunis-Tunisia. e-mail: Mabrouka_abidi@yahoo..bechir[email protected]. [email protected], mohamed.elleuch@enit.mu.tn, loubeid @vahoo.fr ABSTRACT Braking of induction motor has been the subject of many researches in order to improve its performances. Many braking induction motor's strategies have been developed. Conventional braking modes are electromechanical such as braking with servo motor and counter current braking; then electrical one as direct current braking (DC). These two techniques have major drawbacks which limit their use. The first one is characterized by high braking current which reaches 7 pu and for the second one, brake torque is important only low speeds. In this paper a new electrical braking mode based on discrete variable frequency control (DFC) is suggested. Its is leading to significant reduction of braking current and improve the braking torque. The proposed strategy has been verified experimentally on a laboratory machine using induction motor feed by three phase inverter, AC thyristors monitored by a microcontroller PIC 16F867. Ind Ter- induction motor, braking, discrete equency control. 1. INTRODUCTION For repeated duty cycles and for safety reason, some times it is advised to brake the induction motor loaded [9-11]. So there are two braking types of the induction motor which are electrical and electromechanical braking techniques. In the last one will quote braking with servo motor which is characterized by a brake disc incorporated to the induction motor in order to maintain a fixed position at stand still or to prevent the rotation of the rotor. The other electromechanical braking with counter current is obtained by inverting two phases of the stator winding, thus the inversion of the direction of the electromagnetic rotating field which permitting the deceleration of the machine. In this technique, an electric device is used to switch off the machine when speed reaches 0 rpm. The major drawback of this technique is the significant stator current that could reach seven times of the rated current. 978-1-4244-7534-6/10/$26.00 ©2010 IEEE For the electric technique, the main principle of DC braking is to switch off the motor from the network then apply a direct current in low voltage (20-24V) into stator winding. A resistive electromagnetic torque opposed to the motor one turn off quickly the induction motor. For this technique; more the current is higher more the braking is faster. In addition, in electrical braking mode, energy is transformed into heat in rotor bars due to losses [1],[2]. Consequently, the strong call of current and the braking heats limit the use of this braking technique. For either braking techniques, speed of the induction motor is reduced by the transformation of kinematic energy into heat [3]. To overcome these problems caused by electrical and electromechanical braking modes, and to improve the performances of the motor at braking such as reducing current and increasing braking torque, a new control strategy is proposed. This technique is based on hypersynchronous braking with DFC using AC thyristors. The new strategy allows a fast braking of the induction motor with a significant reducing current compared to electrical and electromechanical braking techniques. The main principle of the proposed strategy DFC followed by DC is: the use firstly of DFC braking technique to slow down the machine until low speed is reached, then it will be followed by DC braking mode until the machine stops. The strategy of DFC braking is applied when the motor is operating under hyper synchronous speed. This paper deals with four sections. In the first one, the principle of braking with DC is described, that of braking with the DFC strategy has been carried out in the second section, the third one deal with simulation results and the last one deal with experimental validation of these techniques. 2. DC BRAKING TECHNIQUE DC braking of induction motor is widely used in many industrials applications that require control position like robotic manipulation or actuation [4]. The main principle of this technique consists firstly to disconnect the machine om the net work. Then, to wait until the disappearance of the residual voltage in order to not deteriorate the stator winding. Finally to inject direct current into two terminals of the stator at low voltage [12]. This allows the slow down of the machine until its shutdown, but this deceleration is efficient only at low speed.
Transcript
Page 1: [IEEE 2010 7th International Multi-Conference on Systems, Signals and Devices (SSD) - Amman, Jordan (2010.06.27-2010.06.30)] 2010 7th International Multi- Conference on Systems, Signals

2010 7th International Multi-Conference on Systems, Signals and Devices

BRAKING OF INDUCTION MOTOR WITH THE TECHNIQUE OF DISCRETE FREQUENCY CONTROL

LAABIDI Mabrouka1, REBHI Bechir1, KOURDA Ferii, ELLEUCH Mohamei and GHODBANI Labii

1Electric System laboratory (LSE)- National School of engineers of Tunis (ENIT), B.P 37 the Belvedere 1002 Tunis-Tunisia.

e-mail: [email protected]@enit.mu.tn. [email protected], [email protected], loubeid g:@vahoo.fr

ABSTRACT

Braking of induction motor has been the subject of many researches in order to improve its performances. Many braking induction motor's strategies have been developed. Conventional braking modes are electromechanical such as braking with servo motor and counter current braking; then electrical one as direct current braking (DC). These two techniques have major drawbacks which limit their use. The first one is characterized by high braking current which reaches 7 pu and for the second one, brake torque is important only low speeds. In this paper a new electrical braking mode based on

discrete variable frequency control (DFC) is suggested. Its is leading to significant reduction of braking current and improve the braking torque. The proposed strategy has been verified experimentally on a laboratory machine using induction motor feed by three phase inverter, AC thyristors monitored by a microcontroller PIC 16F867.

Index Terms- induction motor, braking, discrete frequency control.

1. INTRODUCTION

For repeated duty cycles and for safety reason, some times it is advised to brake the induction motor loaded [9-11]. So there are two braking types of the induction motor which are electrical and electromechanical braking techniques. In the last one will quote braking with servo motor which is characterized by a brake disc incorporated to the induction motor in order to maintain a fixed position at stand still or to prevent the rotation of the rotor. The other electromechanical braking with counter current

is obtained by inverting two phases of the stator winding, thus the inversion of the direction of the electromagnetic rotating field which permitting the deceleration of the machine. In this technique, an electric device is used to switch off the machine when speed reaches 0 rpm. The major drawback of this technique is the significant stator current that could reach seven times of the rated current.

978-1-4244-7534-6/10/$26.00 ©2010 IEEE

For the electric technique, the main principle of DC braking is to switch off the motor from the network then apply a direct current in low voltage (20-24V) into stator winding. A resistive electromagnetic torque opposed to the motor one turn off quickly the induction motor. For this technique; more the current is higher more the braking is faster. In addition, in electrical braking mode, energy is transformed into heat in rotor bars due to losses [1],[2]. Consequently, the strong call of current and the braking heats limit the use of this braking technique. For either braking techniques, speed of the induction motor is reduced by the transformation of kinematic energy into heat [3]. To overcome these problems caused by electrical and electromechanical braking modes, and to improve the performances of the motor at braking such as reducing current and increasing braking torque, a new control strategy is proposed. This technique is based on hypersynchronous braking with DFC using AC thyristors. The new strategy allows a fast braking of the induction motor with a significant reducing current compared to electrical and electromechanical braking techniques. The main principle of the proposed strategy DFC followed

by DC is: the use firstly of DFC braking technique to slow down the machine until low speed is reached, then it will be followed by DC braking mode until the machine stops. The strategy of DFC braking is applied when the motor is operating under hyper synchronous speed. This paper deals with four sections. In the first one, the principle of braking with DC is described, that of braking with the DFC strategy has been carried out in the second section, the third one deal with simulation results and the last one deal with experimental validation of these techniques.

2. DC BRAKING TECHNIQUE

DC braking of induction motor is widely used in many industrials applications that require control position like robotic manipulation or actuation [4]. The main principle of this technique consists firstly to disconnect the machine from the net work. Then, to wait until the disappearance of the residual voltage in order to not deteriorate the stator winding. Finally to inject direct current into two terminals of the stator at low voltage [12]. This allows the slow down of the machine until its shutdown, but this deceleration is efficient only at low speed.

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2010 7th International Multi-Conference on Systems, Signals and Devices

Figure 1 show the wave form of the residual stator voltage

when the induction motor is disconnected from the network.

Thus, for the DC braking mode the variation of electromagnetic

torque according to the speed is given by [13]:

(1)

Re sidual voltage (V) �o r-------------------------�

200

o

-200

o 1.0 1.2 14 1.6 1.8 Time (s)

M2 Where the scatter coefficient is a = 1- -- , the rotor time Figure 1. wave form of the residual voltage of the

LrLs machine

constant is Tr =..!:I. , w is the rotor angular velocity, Ls is stator Rr �

cyclic inductance, Lr is rotor cyclic inductance, rotor resistance is Rr and P is pairs of pole. According to this expression, electromagnetic torque is

maximum for OJ = OJm which is inversely proportional to the

rotor time-constant. Thus, the new value is [13]

(2)

As illustrated by Figure 2, it is clearly seen that DC braking

torque is efficient at low speeds. This can increases the time

deceleration and consequently the strong call of braking

current. This characteristic can damage the machine and

consequently limits the use of this technique.

3. D FC BRAKING TECHNIQUE

The theory of DFC technique is described in many literatures [6],[7]. In deed, this strategy is based on the use of AC thyristors like inverter [6],[8] in order to generate discrete frequencies which are sub-harmonic of the line one. The generated wave forms of new supply voltage and frequencies are obtained by inclusion or omission of half cycles of the supply frequency [5],[6]. Figure 3 shows some generated DFC voltage at some frequencies such as 12.5 Hz, 16.66 Hz and 25 Hz where the new rated speed is respectively 375 rpm, 500 rpm and 750 rpm. Considering the inversely proportional relationship between the power supply frequency and electromagnetic torque, the purpose of this technique is to improve braking electromagnetic torque with significant reducing current at high speed when comparing this technique with the DC and counter current braking modes. The implantation of this technique is possible while using the soft starter's fixed circuit. For the three-phase balanced power supply, considering the line frequency is fn = 50 Hz. The angular velocity of this supply

frequency is OJn . The expressions of the three-phase power

supply voltages are: ua' ub, Uc are [5],[6]:

ua = urn sin (wnt) . ( 27r )

ub=umsm OJnt- 3 (3)

' :>': --rTT----===========-� r.o

Figure 2. DC Braking torque of induction motor

Figure 3. Sub-multiples of line frequency: 12.5 Hz, 16.66

Hz, 25 Hz generated by DFC technique.

The generated pulsation Wo related to the generated

discrete frequencies and as well as the new supply voltages

systems is given by:

OJn=rOJo (4)

Where r is an integer. When taking phase A as the reference, we can deduce the expressions related to the principal generated wave forms of voltages [5],[6]:

(5)

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2010 7th International Multi-Conference on Systems, Signals and Devices

Torque

Braking with Bruung wiJh DFC DC CUl1!!nt

fu-50Hz

Speed " .,

...----!' • • • • • -

Figure 4. Braking torque of induction motor with the

technique of DFC and DC current

Where induction motor is fed by this generated frequency, variation electromagnetic torque is given by figure 4. So this figure shows the variation of braking torque-speed characteristic as function of the generated frequencies. Firstly, operating point is Mo where the motor is fed by 50 Hz voltage frequency and the motor speed is nearly 157 rad/s. Then, applied frequency generated by DFC passes to 25 Hz. The operating point passes to M1. After what generated frequency passes successively to 16.66 Hz and 12.5 Hz. Operating point passes to M2 and M3 where motor speed becomes relatively low. Thus, the DC braking technique could be applied.

4. SIMULATION R ESULTS

Simulation results were carried out using the software PSIM. The induction motor is connected in delta. The parameters of the motor are given in the appendix. At the beginning the variation of speed, torque and braking current are simulated during DC braking. Then, braking with counter current technique has been simulated. Finally braking speed torque and current with the DFC technique is done. In deed, for the three types of braking; firstly induction

motor is disconnect from the network. Then waits until the cancelation of the residual voltage, as shown in Figure 1 for the 1.5 kW machine the residual voltage is canceled after 0.3 seconds. Finally, applies the braking technique. So, the main principle of the braking technique DFC followed by DC is detailed as follows:

A free stop of the machine is used until the residual

voltage is cancelled

Apply the technique of DFC until low speed is

reached

Apply DC braking technique until the shutdown of

the machine

Speed (rpm) 2000 .

1500

1000

-500

I t . • .. .. .. ........ .. .. ........ t' .. .. .. .... .. 'f .. .. .. .. .......... .. .. .. .. .. .... .. .. .. .. . . .

· . · . · .

375 rpm

0 0.5 1.5 2 2.5 3

30

0.5

o 0.5

Time (s)

A verage torque =0.4 pu ---t---- ---- - - t -- ----

· . · . · . · .

1.5 Time (s)

2 2.5 3

...... .... .... -, ...... .. , .... ... .. . , , .

1 1.5 2 Time (s)

2.5 3

(a)

(b)

(c)

Figure 5. Braking of induction motor with DC under the nominal current, (a) braking speed, (b) braking torque, (c) stator current

4 .1. DC braking of induction motor

DC braking speed, torque and stator current of induction motor under the nominal current is given respectively in Figure 5.a, Figure 5.b and Figure 5.c. Thus, braking speed reached 375 rpm at 0.7 s and 0 rpm at 0.8 s. We note that time deceleration decreases if one induction motor is braking under more than the nominal current. As show in figure 5.b, braking torque with DC technique is average and reaches 0.4 pu. The wave form and the average of braking current are shown in figure 5.(c), where its average value reaches

Iaverage = 1 pu .

Page 4: [IEEE 2010 7th International Multi-Conference on Systems, Signals and Devices (SSD) - Amman, Jordan (2010.06.27-2010.06.30)] 2010 7th International Multi- Conference on Systems, Signals

2010 7th International Multi·Conference on Systems, Signals and Devices

Speed (lPm) Speed (lPm) 2000 .

2000--�-�--�-�-�

· . lS00 ..... .. � ..•.......... .......... � ......... .

1000

SOO

· . · .

.SOO'--_____ � __ � __ ____'

o 2 Time (s)

-20 - - - --- - -- - . - - -

-- --

-40 o

10

o

-10

2 Time (s)

3 4

3 4

·20 � ____ � ____ � ______ � ____ �

o 2 3 4 Time (s)

(a)

(b)

(c)

Figure 6. Braking of induction motor with counter current;

(a) braking speed, (b) braking torque, (c) stator current

4.2. Braking with the te chnique of counte r

cur r e nt

In the same way, the braking characteristics of induction motor with the electromechanical braking technique are given in figure 6. Where the wave forms of speed, torque and stator current are respectively given. Figure 6.a shows that with the counter current braking technique, the deceleration speed reaches 375 rpm at 0.6 s then 0 rpm after 0.7 s. As shown in figure 6.b, as soon as the braking technique with counter current is applied; immediately braking torque reaches 5 pu like peak value. The current variation is given in figure 6.c, where the peak current reaches 5.6 pu. With this strategy, the RMS current reaches 4 pu.

lS00··,··,·';'··,···�··,·· • • � • • • • • ··i·······

soo Il .. - - . - -:-. .. - - � -.. - - .. � - - - .. -!. - - -

- - -

• • I

o - -----+ - - - � '375 rp� I-·.- . . ; ....... -....j

-SOO '

0.0 O.S 1.0 1.S 2.0 2.S

Time (s)

Torque (Nm) 60.0

-4JJ.0 - - - - . �. - - - - - - � - ., - . - - - r - - - - - - - :. - -----

· . . ......... " ............. ; ........... , ... .. ..

· . . · . . · . . - - - - - -,- - - - - - - i - - - - - - - i - - - -

·

0.0 0.5

30 Stator CWTe�t

1.0 1.5 Time (s)

·

· i-------·

2.0 2.5

I I I , --------- ,. --------- T - --- ---- - ----·--- ----- - ------, , , , , ,

--- j ---------

_________ I. _________ .L _________ .L _____________ • _____ _ , , , , , , , ,

05 1 15 25 Time (s)

(a)

(b)

(c)

Figure 7. Braking of induction motor with the DFC technique under the frequency fo = 12.5 Hz followed by DC strategy; (a) braking speed, (b) braking torque, (c) stator current

4.3. Braking with the te chnique of D FC

followe d by DC

The main principle of this technique is to apply firstly the technique of DFC under the generated frequency 12.5 Hz, then to rock towards the technique of DC. So braking speed decreases firstly until reaches 375 rpm at 0.4 s, then it reaches 0 rpm after 0.5 s; consequently the shutdown of the machine. The braking torque is given in figure 7.b and it is significant during the application of the DFC technique. The braking current is given in figure 7.c; it is clearly

seen that with the technique of DFC the braking current is reduced. The RMS of braking current is evaluated as 1 pu. Comparison characteristics between the three types of braking techniques will be introduced later.

Page 5: [IEEE 2010 7th International Multi-Conference on Systems, Signals and Devices (SSD) - Amman, Jordan (2010.06.27-2010.06.30)] 2010 7th International Multi- Conference on Systems, Signals

2010 7th International Multi-Conference on Systems, Signals and Devices

Table 1. Simulation braking characteristics

Braking Time Current Average techniques deceleration(s) value(pu) torque(pu) DFC-DC 0.5 1 2

DC 0.8 1 0.4 Counter 0.7 4 0.9 current

Table 2. Experimental braking characteristics.

Braking Time Current techniques deceleration( s) value (pu) DFC 3 1 DC 32 I Counter 4 4 current

As referring to table 1, in order to reach 0 rpm, braking time by the technique of DFC is reduced compared to other techniques. Then braking current with the technique of DFC reaches respectively 100%, 25.5% of braking current with the technique of DC and counter current. In the same way braking torque with DFC reaches respectively 500% and 222% of that of the torque braking by DC and counter current. So, it is clearly seen that the technique of DFC improve the braking performance of the machine. The difference between experimental and simulation braking time due to that the simulation model of the induction motor is more simplify than the experimental one.

5. EXPERIMENTAL RESULTS

The experimental system consists of a three phase line voltage, induction motor, a mechanical load and an inverter. The induction motor's data and parameters are given in the appendix and are the same one of the simulation parameters. The experimental tests of the induction motor were done in

figure 8 and 9 where braking speed and current under the

respectively techniques DFC, DC and counter current are

given. Since the DFC technique is applied to allow

induction motor until the rated speed 375 rpm, we propose

in this section a comparison between the performances of

these techniques until this speed is reached. In deed time

deceleration and RMS current is summarized in table 2. As

shown in figure 8, it is clearly seen that speed braking with

DFC is the faster one than with DC and counter current

techniques; the same way for braking current given in figure

9. As referring to table 2, the techniques of DFC, DC and

counter current allow to reach the rated speed 375 rpm at

respectively 3 s, 32 s and 4 s. So, to slow down the motor

until this low speed; the time deceleration with DFC

technique is respectively 9% and 75% of this by DC and

counter current techniques. In the same way, braking current

with DFC is respectively 100% and 250% of braking current

with respectively DC and counter current technique. The

experimental results confirm the simulation one and show

that the DFC technique improves the braking performance

of the machine at high speed as comparing with DC and

counter current braking modes.

... , . ...... .. , ... . , .... : . ... , . . . . " '

J' " . . . . , .... , .... : . . .. , ... . , .... : .. .

. . . ... . .... ..... .... . . .. . . . ... . . .... . . . . . .... . . .... . .

iii�iiii������nt�iiii�i t4iiii�iiii, . . . .......... . . ..... .. ..... . . . ......... . . . : . . : JMlI�iIIil

•• • I ' • " : •• • '!, . . " . . . . I ' •• • I ' • " : •• • �

. . . . . . .. . . . . . . . .

.. . : . . . 1.Speed 250 rpnJdiv.: . - . . . - . . . . . . _-_ . . . . . . . . . . . . . . .. ..

..... : .... : .... : .... : .. � .. COWlter .. : ..... . . . . DFC ..

Time 5s/div

(a)

(b)

Figure 8. Braking speed: (a) with DFC and DC

techniques; (b )with DFC and counter current techniques

Stator current 10Aldiv

(a)

Time 500ms/div

Stator current lOi'./div

(b)

Time 500ms/div

Stator current lOAldiv

(c)

Time 500ms/div

Figure 9. Braking current: (a) with DFC technique;

(b)with counter current; (c)with DC under the nominal

current

Page 6: [IEEE 2010 7th International Multi-Conference on Systems, Signals and Devices (SSD) - Amman, Jordan (2010.06.27-2010.06.30)] 2010 7th International Multi- Conference on Systems, Signals

2010 7th International Multi-Conference on Systems, Signals and Devices

[4] M. A EI-Sharkawi, M. Akherraz, "Traking Control Technique for Induction Motors," IEEE Transactions

6. CONCLUSION on Energy Conversion, Vol. 4, No. 1, pp. 81-87, March.1989

Based on the fixed main circuit of classic soft starters, a new discrete variable frequency control technique is applied to improve electromagnetic braking torque with a significant reducing current. The strategy defines the triggering instants of soft starter to include partial half cycles of the new supply voltage system. Consequently the generated frequencies such as 12.5 Hz, 16.66 Hz, 25 Hz as well as generated voltage are obtained. Thus, the motor speed can be controlled to follow a desired value. Considering the inversely relation ship between frequency and electromagnetic torque of induction motor; reducing supply frequency can improve braking torque. Thus, the proposed strategy allows to improve the performances of the induction motor at high speed braking such as increasing braking torque with significant reducing current. A comparison study between the braking techniques with discrete variable frequency control, direct current and counter current show that the first one is the efficient braking technique of the induction motor. So, the proposed technique are applied to brake loaded motors at high speed and will be followed by direct current braking mode which develops a high braking torque near to low speed. Simulation results for the proposed strategy are presented. It has been also verified experimentally on a laboratory machine. Experimental tests confirm the simulation results.

A CKNOWLEDGEMENT

This work was supported by the Tunisian Ministry of High

Education, Research and Technology

APPENDIX

Motor data:

Rated voltage: Un=380 V, rated power: Pn=1.5 kW, P=2,

rated speed Nn=1435 rpm, rated current In=3.2 A, stator

resistance Rs = 511, Ls = 485 mH, Rr = 4.5 11 ,

Lr = 485 mH, the magnetizing inductance Lm = 455 mH

7. RE FERENCES

[1] B. Karaliiinas, E. Matkevicius, "Investigation of Linear Induction Motor Braking Modes by Spectral Method," Electronics and Electrical Enginering, Vol. 75, No. 3, pp. 37-40, 2007

[2] Henrik Mosskull, "Robust Control of an Induction Motor Drive," TRITA-EE, Automatic Control School of Electrical Engineering, Stockholm, Sweden, pp. 1-263, 2006

[3] S. Cholula, A. Claudio, J. Ruiz, "Intelligent Control of the Regenerative Braking in an Induction Motor Drive," 2nd International Conference on Electrical and Electronics Engineering (ICEEE) and XI Conference on Electrical Engineering (CIE ), Mexico City, Mexico. September 7-9, 2005

[5] Zhao Kaiqi, Xu Dianguo, Wang Vi, "Discrete Variable Frequency Soft Starting on DSP-based Voltage Controller-Fed 1M Drive ," IECON '03. The 29th Annual Coriference of the IEEE Industrial Electronics Society, Roanoke, Virginia, USA , vol. I, pp. 758- 763, 2003.

[6] A.Ginort, R.Esteller, A.Maduro, R.Pinero, R.Moncada, " High starting torque for ac scr controller," IEEE Transactions on Energy Conversion, Vol. 14, No. 3, pp. 553-559, Sep.l999.

[7] Chi a-Chou Yeh, Nabeel A. O. Demerdash, " Fault Tolerant Operations in Adjustable-Speed Drives and Soft Starters for Induction Motors," IEEE 38 th Annual Power Electronics specialists coriference, Orlando FloriDa UAS, pp. 1942-1949, Jun. 2007.

[8] Hamdy. A. Ashour and Rania. A. Ibrahim, " Implementation and Analysis of Microcontroller based Soft Starters for three phase Induction Motors," EUROCON the international coriference on "Computer as a Tool", Warsa, pp. 2193-2198, Sep. 2007.

[9] Tan H. Fan, Philippe F. Winding, P.Lombard,

Sheppard J. Salon, Harun Ackgoz, "Dynamic Braking

of a Voltage supplied induction Motor using finite

Elements Analysis," IEEE International Electric

Machines and Drives Conference Record, USA,

VoLl8, pp.WB3/3.l - WB3/3.3, May.l997.

[10] G .EI-Saady, A .M .Sharaf,A .Mak ky, M.K.EI Sherbiny, G.Mohamed, "A novel technique for AC supply voltage and frequency modulation of induction motor drives," Industry Applications Conference, voLl, pp. 530-537, Oct.1995

[11] H.C. Specht, "Electric braking of induction motor," the 2nd meeting of the American institude of electrical ingeniering, Pittsburgh, pp. 627-640, ApriLl912

[12] Yunfei Wang , Geng Yang', Tao Hong, "Analysis and Implementation of AC Motor Braking Method without Energy Returning or Braking Unit," the Eighth International Conference on Electrical Machines and Systems, Vol.2, pp. 1447 -1451, Sept. 2005

[13] Jean Piere Caron, Jean Paul hautier, Modelisation et commande de la machine asynchrone, Editions Technip, Paris, 1995 ;


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