the mathematical model of the induction machine: voltages:currents: inductances: torque:

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Page 1: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:
Page 2: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The mathematical model of the induction machine:

Voltages:

gFrmwkwGdtgFrd

girRrgVr

gFskwGdtgFsd

gisRsgVs

*)(**

***

Currents:

FsKmFrKrir

FrKmFsKsis

**

**

Inductances:

LrlLmLr

LslLmLs

Torque:

dsiqsFqsidsFsisFGpsisFpTe **)*(**4

3)(**

4

3

lTmwmBdtmdw

JTe *

lslLrlLmLslLmLrl

LmKm

LrlLslLrlLmLslLm

LsKr

lslLrlLmLslLmLrl

LsKs

***

***

***

Page 3: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The synchronous speed is defined by:

The steady state analysis of the induction machine:

[rpm] *60

p

Fsyncn [rad/sec]

60

*2***2 syncn

p

Fsync

The difference between the synchronous speed and the rotor

speed is defined as slip:

syncnmnsyncn

s

If the machine rotates at a smaller speed than the synchronous

speed, the machine behaves as a motor (the slip is positive).

If the speed is higher than the synchronous speed, the machine

behaves as a generator (the slip is negative).

Page 4: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The equivalent circuit of one phase of the induction machine:

The steady state analysis of the induction machine:

The impedance of the machine would be:

rjXsrR

mjBsjXsReqZ

)(

11

The phase current would be:eqZphV

phI

Page 5: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The heating of the machine occurs as a result of power

losses inside the machine.

Plosses=Pcu+Pfer=Pin-Pout

The temperature of the machine can be calculated by the

following differential equation:

The thermal model of the induction machine:

radiationPlossesPdt

dTC

- the heat radiation of the machine.C- thermal capacitance of the machine.These two parameters must be provided by the manufacturer.

radiationP

Page 6: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The simulation circuit:

Page 7: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Performance of the voltage controller:In order to understand the performance of the voltage controller

the following circuit is presented:

Page 8: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The output of the voltage controller for different firing angles:

a. 60 100b

.

Page 9: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

1.

Definitions:

angle phase Phase angle is the angle between phase voltage and phase

current. When the machine operates as motor, this angle

would be. :

When the machine operates as generator, this angle would be: 18090

The firing angle is the angle between point at which the phase

voltage is zero to point of conduction of the appropriate

thyristor.

2. angle firing

900

Page 10: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

3.

Definitions:

angledelay The delay from the point at which the phase current reaches

zero to the point when next thyristor is fired, called the

delay angle.

The firing angle must be greater than the phase angle. If the

firing angle is smaller than phase angle, the delay angle will be

negative. In this case, in the steady state, the machine would

operate as usual, as if there were no SCRs, and it would not be

influenced by the changes in firing angle. However, the

transient behavior will be influenced.

Page 11: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Examples:

40

80

Example 1. Motor:

In this case, the currents and the voltages in the steady state

will not be influenced by the thyristors .

Example 2. Motor:

100

80

Page 12: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Matlab simulation

In order to perform the simulation in Matlab, two files must be

built:

1. The fire.m file. This file is used for definition of parameters

for the firing control of thyristors. These parameters are

used in the pulse generators in the Simulink file.

2. The Simulink machine.mdl file. In this file the circuit itself

is built.

Page 13: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The fire.m file:

a=input('enter a:')

T=0.02;

d=ax*(T/2)/180;

pw=(((T/2)-d)/T)*100;

when:

a- firing angle.

T- period (sec).

d- phase delay for the pulse generator (sec).

Pw- pulse width (% of the period).

With the help of this file, the only

parameter that the user must insert

to the program is the firing angle.

Other parameters for pulse

generators are calculated

automatically by the fire.m file.

Page 14: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The machine.mdl file:

Page 15: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Parameters of the simulated circuit:

Three phase voltage source:

vcV

vbV

vaV

,120300

,120300

,0300

Induction machine:

Rotor type: squirrel cage.

Rs=1.435 ohm

Rr=1 ohm

Ls=2 mHy

Lr=2 mHy

Lm=49.31 mHy

Inertia=0.009 kg*m*m

Number of poles=2

Page 16: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The measurements:

The measurement of harmonics

The measurement of fluxesThe measurement of

RMS and THD

The measurement of Pin

The measurement of Pout

Page 17: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The results of the measurements:

1. Firing angle=80 degrees, machine operates as motor.

The machine is unloaded, therefore it operates as a motor.

In the steady state, the machine would operate as an inductive

load.

The phase angle in the steady state can be calculated by

calculation of the machine's impedance.

,8518.16

628.0)01

(

11

49.151

1628.0435.1

2)2(

11

11

j

jj

jXsRmjB

jXReqZ

It is clear that in this case the firing angle is smaller than the

phase angle, therefore the delay angle is negative: -5 degrees.

The stator currents in the steady state will be continuous.

Page 18: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The stator currents, rotor currents, mechanical speed and torque :

I_stator

I_rotor

wm

Torque

At t=0 sec, when the source voltages are applied to the

machine, the machine's speed is zero and the slip is 1.The

steady state begins at t=0.5 sec, when the machine has

reached the synchronous speed. The synchronous speed of

the motor is 314.2 rad/sec. The machine's torque is maximal when the speed is low and

the torque becomes zero when the machine rotates at the

synchronous speed.

When the machine has reached the synchronous speed, the

slip becomes zero and the resistance Rr/s becomes infinite

and the rotor currents become zero.

Page 19: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The harmonics of stator current of phase ‘a : ’

First harmonic

Second harmonic

Third harmonic

Fifth harmonic

Page 20: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The RMS, THD of the stator current in phase 'a:'

i_a rms

i_a THD

Page 21: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The fluxes are obtained from the measurement demux block,

are in the d-q frame and they must be converted to the regular

abc frame.

The following block was built in order to perform the conversion:

Stator and rotor fluxes:

dF

qF

cFbFaF

*

2

3

2

1-

2

3-

2

1-

0 1

Page 22: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Converted stator and rotor fluxes:

Rotor fluxes

Stator fluxes

Page 23: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The results of the measurements:

2. Firing angle=100 degrees, machine operates as motor.

Now the machine is loaded by the external load of 6 N*m at the

time of t=1.5 sec, when the machine has reached the steady state.

At t=1.5 sec, the phase angle is changed from 85 degrees to 72

degrees. The delay angle is now 28 degrees. As it was mentioned

before, if the delay angle is higher, the THD will be also higher.

Page 24: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The stator currents, rotor currents, mechanical speed and torque :

I_stator

I_rotor

wm

Torque

When the machine is loaded at t=1.5 sec, the amplitude of the

currents in the steady state jumps from 16.5A to 21.5A

From the comparison of stator currents, it is clear that when

the delay angle increased, the distortion of the currents also

increases. When the machine is loaded, the mechanical speed falls from

314 rad/sec to 265.5 rad/sec.

When the machine is loaded, the induced torque of the

machine rises from average zero to average 6 N*m.

Page 25: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The harmonics of stator current of phase ‘a : ’

First harmonic

Second harmonic

Third harmonic

Fifth harmonic

The fifth harmonic becomes much more dominative after the

machine is loaded. This is the reason that the currents become

more distorted after the machine is loaded.

Page 26: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The RMS, THD of the stator current in phase 'a:'

i_a rms

i_a THD

54%14%

Page 27: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Converted stator and rotor fluxes:

Rotor fluxes

Stator fluxes

Rotor fluxes

Stator fluxes

Page 28: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The results of the measurements:

3. Firing angle=100 degrees, machine operates as generator.

Now the machine is loaded by the negative external load of -6

N*m at the time of t=1.5 sec, when the machine has reached the

steady state. In this case the machine is driven at higher speed

than the synchronous speed. The machine will deliver the power

to the grid.

At t=1.5 sec, the phase angle is changed from 85 degrees to 97

degrees. The delay angle is now smaller than in the previous

cases: 3 degrees. The distortion of currents must be very low.

Page 29: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The stator currents, rotor currents, mechanical speed and torque :

I_stator

I_rotor

wm

TorqueWhen the negative torque is applied, the speed rises from 314

rad/sec (synchronous speed) to 318.6 rad/sec.

The induced torque of generator in the steady state is –6 N*m.

After the machine is loaded with negative torque, the stator

currents amplitude rises to 20A.

Page 30: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The harmonics of stator current of phase ‘a : ’

First harmonic

Second harmonic

Third harmonic

Fifth harmonic

The amplitude of fifth harmonic in the generator’s steady state

is 0.3A and it almost doesn't influence the sine form of the

currents.

Page 31: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The RMS, THD of the stator current in phase 'a:'

i_a rms

i_a THD

14%2%

Page 32: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Converted stator and rotor fluxes:

Rotor fluxes

Stator fluxes

Rotor fluxes

Page 33: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The input active power Pin :

When the machine starts to operate as generator, the input active

power becomes negative because now the power is supplied from

the machine to the grid.

Page 34: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The output active power Pout and the mean Pout:

Pout

Mean Pout

Page 35: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The difference between the original thesis simulations to the presented simulations :

The original Simulink simulation circuit for my thesis was

different from the simulation circuit that was presented.

The difference is that in the original simulation was not used the

fire.m file. The firing angle control of the thyristors was done by

the synchronized 6-pulse generator.

Page 36: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The differences between the simulations :

The difference of stator currents in the second case (unloaded

machine and firing angle of 100 degrees):

The stator current in the original thesis simulation circuit:

The peak of stator currents in the first cycle of simulation.

The stator current in the original thesis simulation circuit:

Page 37: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The simulation circuit:

The Psim simulations :

Firing control

The stator current in phase ‘a’ is measured by the current sensor and from the current sensor is passed to the control part of Psim.

The signal is transmitted to the Simulink for RMS, THD and harmonics calculations.

Unlike Simulink, in Psim there is no option for measurement of rotor currents.

There are two ways to measure the speed of the machine:

1. Mechanical speed can be measured by speed sensor (in rpm)

2. Mechanical speed can be measured by accessing the internal equivalent circuit of the machine’s mechanical system. This is done by the mechanical-electrical interface block. The output of this block is the mechanical speed of the machine (in rad/sec).

Torque measurement-he internal mechanical system of the machine can be described by the following equation:

loadTemTdtmdw

loadJmachineJ *)(

Three phase wttmeter

Page 38: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The Psim file:

Co-simulation between Psim and Simulink:

The purpose of this circuit is to simulate resistor of 1 ohm

connected through the thyristors to the sine voltage source of 10

v.

The firing angle of the thyristors is 100 degrees. The voltage

control is performed in Psim. The output voltage of the thyristors

is sent to Simulink file, which represents the behavior of the

resistor of 1 ohm.

Page 39: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The Simulink file file:

The tested circuit:

Page 40: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

In order to measure the output voltage of the thyristors, the

resistor Rm must be inserted in parallel to the voltage sensor.

The resistance Rm must be set to very high value in order to

diminish it’s influence on the circuit’s current.

When the resistor is set to 1 Mohm, the following current

results are obtained:

The influence of Rm resistance:

Page 41: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

When Rm is set to 1 ohm, the following results are

obtained:

The influence of Rm resistance:

Now the results are logical but Rm has changed the true value

of the current, which is supposed to flow for resistor of 1ohm.

Page 42: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

If the simulation for Rm=1 Mohm is done only in Psim, without

the co-simulation with Simulink, the results are correct.

The Psim simulation circuit:

The influence of Rm resistance:

The conclusion is that there must be a problem with co-

simulation of programs for higher values of Rm.

Page 43: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The following parameters will be measured in Psim:

1. RMS, THD and harmonics of the phase ‘a’ stator current.

2. The average of the output active power.

In order to perform these measurements, the I_a and Pout signals

are sent to the Simulink by Simcoupler.

The use in Simcoupler for simulation of case 3:

Page 44: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The measurements results for case 3:

Stator currents

wm

Torque

Page 45: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The harmonics of stator current of phase ‘a : ’

First harmonic

Second harmonic

Third harmonic

Fifth harmonic

Page 46: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The RMS, THD of the stator current in phase 'a:'

i_a rms

i_a THD

14%2%

Page 47: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The input active power and output active power :

Pin

Pout

Pout

Mean Pout

Page 48: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The Plecs&Matlab co-simulation:

Page 49: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The contents of Plecs block:

Page 50: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The complete simulation circuit, including measurements:

Page 51: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The measurements results for case 4:

wm

Induced torque

Stator currents

Rotor currents

Page 52: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The harmonics of stator current of phase ‘a : ’

First harmonic

Second harmonic

Third harmonic

Fifth harmonic

Page 53: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The RMS, THD of the stator current in phase 'a:'

i_a rms

i_a THD

14%2%

Page 54: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

The rotor and stator fluxes :

Rotor fluxes

Stator fluxes

Page 55: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Powers :

PinPout

Mean Pout

Page 56: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Summary:

User interface of the programs:

The Psim program has most simple user interface.

1. The control of switches is simpler than in Simulik and Plecs.

2. The elements can be chosen very quickly and easily from the

elements library.

The Psim program is much more simple in use than Matlab and

Plecs.

The signals processing and measurement options:

Simulink has more options for signal processing and measurements

than Psim or Plecs. Therefore, Simulink is often used in co-

simulation with other programs.

Page 57: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Summary:

Run time of the simulation:

Psim has the fastest run time. It took about 10 seconds to simulate

the circuit of case 3. Simulink is slower than Psim. It took about 1

minute to simulate the circuit of case 3.

In Plecs and Simulink co-simulation, it took 1 hour to simulate the

circuit of case 3.

Co-simulation with Simulink:

Plecs was designed especially for co-simulation with Simulink.

ny Plecs circuit can be co-simulated with Simulink, includinig the

option of “breaking” the power circuit by controlled current and

voltage sources.

Page 58: The mathematical model of the induction machine: Voltages:Currents: Inductances: Torque:

Summary:

Psim should be co-simulated with Simulink only in the case of

signal processing. It is not reccomended to “break” the Psim’s

power circuit by controlled current and voltage sources, because

there are cases when it won’t work.