Induction Motor Drive Using Fuzzy Logic
Shahram Javadivisibility
…
description
8 pages
link
1 file
Variable speed drives are growing and varying. Drives expanse depend on progress in different part of science like power system, microelectronic, control methods, and so on. Artificial intelligent contains hard computation and soft computation. Artificial intelligent has found high application in most nonlinear systems same as motors drive. Because artificial intelligent techniques can use as controller for any system without requirement to system mathematical model, it has been used in electrical drive control. With this manner, efficiency and reliability of drives increase and volume, weight and cost of them decrease. Due to the improved operating characteristics they give to the equipment control, electronic motor soft starters are increasingly widely applied. Escalators, pumps, elevators and conveyor belts all operate more effectively if they are soft started. However, it is not simply the ergonomics of an airport, process plant or shopping mall that are improved by soft starters. A major factor in the growth in popularity of soft starters is the reduced wear and tear that they place on motors and their associated drive systems. In turn, this reduces maintenance, conserves energy and plays a significant part in improving plant performance and operating costs.
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
!
"
#"$
#"$
" !
"
#
%
&
' !
"$
(
)!
!
" !"
**
! "*
+ !"$
,
"
" , " "
" ,
"" (
*
"
" !- "
"* " !- " (
*
*"!!
"
"
"
""
(
*
." "
*"
$ "- ."
" ,
'
" "(/
, **
'
"*
"- , $
" "*
( - "
!"
"!
"
.- !
" ",
"
" " "*
$
!! (
" , !- ! ,
"
"
" '
"!
" **
*
"*
( "$
,
"
!
" "
"*
!" , ! "
!
" "!!
!"
' "*
(
0" * "
"$
!"!"* "*
$
!
"
""
"
(
- ,
, "
!
*
!
!"
!
! *"
"!
" (
#"$
#
, 1-
2"
,
-
"
" " , "*
!
!"
!
"!
!"
*
*
"
-
!"
-
'
" "* * "
-"
" $
!" *" (
-* !
"
"*
' !
""
$
" !"$
"
"
' , ' +
"* !"$ !
, "'"
,
"
,
!"
,! !
,
!
*' !"
"
"
* $( # " "
3456
!!
"
.- "*
""
"" $
"
! ' "*
""
!
"!
" ""
" "$
* ."*
!- ( "
)
,
!!
"
"$
' $
'
7!- !"
(
,
"*
* "
"
"!
,
" , "**
"$
!"
* )'
,
'
'
(
$
!!
"
" * , !- !,
!!
" $
"
"$
"$7 !
! *"
,
."$
" .!
*
"
,
"
"
,
!
!
'
"*
-
!"
"
(
"
"" ,
,
,
" ,
"
,
*"
+
"
"!
**"
* )'
"
*"
- " "*
- ' "*
' ,
! , !" " ,
" ,
( 7! *"
!!
"
.!
"
!" (
, $
"
) "
"*
""
" '
$
"-
$
7!
, "
" !
,
!
"$
""
,
264
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
" * - "
"*
7 "7
"
!
-!"
!!
" ( /
- '
" " , "$
,
- "
""
'
"$ " '
"
*"
7! *"
!!
" (/
" " "*
- "
"
'
"
" !
" " "! ,$
"
"*
"
"
,
" "
" ! )
'
"
" ( !"$
"
.- !
$
$
""
8
$
"$
* - 3(
1 - 3( 8
"- "
"
+
""
"
'
"$
,
*- "
*"
' !
"#
!"$
"
""
-
)
*
"
$
- "*
!!
" (
$
"
'""+(
$
""
!
""
' '"
"
"
! ,
" '
" '
(
" !"
! '
"*
*
- 7" '
"*
"
'-!"
"
"
" - "**
$
"
! ' "* '"
- 7"
- 7"**(
- "*
- 7"**
" ,
" '
- 1 " !"
$
"*
9 "
- " : $
." 7 !
*"
1
""
" ! (
- "
""
!
*)
!
(
!
"
$"
"
"
" " !
"*
- "
" " & - * ."
" "" $
!
$
*"
**
!
(
"
!!
"
"" $
- !
$
$"
- (
!!
" $
!
" "
, "* ."
(
* ."
!
""
$
!
.- $ 9
! *"
"* " "
-""!
"!
" ! :(
' * ."$
- "
"" " - "
**
!
( "
"
!!
"
"
!
- ' "
, ' - "
"
!!
"
""
"
* (
! "'
;6
9" 56
:
"" "
"
""
" "$
**
<5
"!
" (
"" $
"
" "
"* .(
"!!
"$ " 36
$"+
$" (
""
*"
' * ."
" (
",
**
" =
" " "$ **
"!
"
* .9
>66
:( /
"
""
"" " '
$
""
' * ." " ,
? "
!" '
"
" '
!
' * .(
""
' * ." "
'" * ."
(
'
"
+
"
""$ !
"*
"
" '
(
1 9
' * .:
"
!
!"$
*
*
,
7!
!"$
*"
*7'
( @""
* ."
" "!
"* "- " " , ! !
( ?
'
"
""
- "
0- *"
, '$ 7
""
"' "+ (
" $
1
*" " "
- "
$
"
""
"$ ! +
""
*(
$ *"
"*"
1 " ""
!
.- * * "
$ (
1 ."
"
" $" + $
- "
""
- *"
!
!"$
"- , ' "!
" "*
"" !
"
"
! "
* .9$" +
)!
"
"
* .:(
' * .+
!
!"$ '"- !7
265
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
!
!"$
"
!
""(
! "'
+
"*
!
"
!
1
!
!"$ "
"
"
"
)!
!
!"$
"
"
" ( 1
! "
" '
$
"$
(
", "- $
"
!
9A !
!"$ "*
! !
'"- 3(BA
"*
!"$ "*
! "
!
:(
"
!"$
.$
""
! -!
(
' *
"*
'
!
1 - <(
"
"
"
$
- 9 - " *"
"
:,
"
!
""
! ( % "
.)
"
"
!"$
9 " 7
" : "
" !
- 7"** "*
$
$
*"
"
"$ !"$
"
'
"
$
- 7"**
$
*(
* " "*
" '
"
"
- "
$
- 7"**
8 C,
8
$
,
,
- 7" 9*"- 7
:
(
"!
"
$
"
)
" '
" !
( "$
,
!
" " "*
*"0"
!
**
" " !
!
$
'
"
3: "
" "
- "
""
<: 2"
"
" "- " "
A: " !
" " "
- "
""
>:
" " "
!
""
(
1 - <(
"-
""
!
'
" "
* - A(
'" +
"*
1 - A(
" '
"*
- "
- "
""
"
"$
""
" $ "
" D
" "*
+
"" " "
$
"
"(
"- '
*"
.""
!
'"
""
- " "
"- '
' !
" " .- "*
"
!
-!
"$ (
"*
' "
"
!!
"- "- (
$ '
7!
""
-!
"
"!
(
* " A " 35
!
"
"*
""
!
* " "* B "
"!
(
" , ! "'
"
$
" .- "$
""
( )
"
'"), "-!
, '
"
!
""
"$
* - (
" "
"
! "'
"
$
" .,
"!
**
"
(
'
"
*" "$ &
7" 7
E
E 1 ."
" E
"
, !
" ","
"*
(
7" 7
"
" -! " B(5+/(
"$
*"
, "
*"
"*
7-!
- "
.(
"
,
" "*
7-! "
"7
!"
!"!- (
.- , "
' "" $
$
*"
"
" "
"
" ,
'"
7-! " .- ' '"- $"
( "$
,
!" $
$
" '
"
)!
C2
(
266
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
+
"
"$
)!
"*
"
7-! "
" "* * ."
, "
"
"*
* .' '"
" !
"
(
(
, "**
)
"$ "
" ! ) ( "*
!"
!
" " " " , "$
'"
7-! " ."'
0( %" "
!
' " "
E "*
"
+
" " " -! "
"
"!
! (
"!
'
"
"
""
- 7-! ! " ,
'
"
'
!
" " "*
!"
(
! "!" " "
- "
"
,
" .- '
."*
- " ( "*
"$
*
!!
"
" "
- "
$
!
!
* " (
' *
"* "
""
* ,
!"
" .- " "
! "*
"$ '
$
$"!
"'
"
"
"! " (
% !
"$
&
- '
"
* "
! *"
"
" (
,
'
"'
" '
*
" " "" $
" "
.- (
!
!
"
"
*" '
!
"
$
*"
="
$" +
" - + "$
"
!
!
- '
$
"
**
,
!"
"'"*
" "
( "
"
" "
"
$ 7
'
"
' + ""
'
"$ **
"'0
"*
"
""!
" '
! * (
$" +
" '"
"* '
" "
9 "
(, 344;E
,
344FE
$
" , 344B:(
! ! '"
" "
" 9
#
" "
1" " ' :
" !!
"
* 7
"
- "
""(
*
!! "
#
" "
" " !! "
- "
""
"
" " "
!
"
- "
(
* - >
' "$(
#
"" , !
.7
- "
"" 9
:, 0"
+
!
,
'
, "$ "
7*
(
"$
, *"
! *"
!!
" ,
" "
! "'
' ) '
*
" 7
"*
!
,
""
,
$
"!
"
" (1
"
" " "
91C : "
" " " 9
, 3446: "*
- "
"-!
" .* -)
"
!
" "
"*
" .* -) *"
!
)
" " ( 1C
"
'- -**
*" "
0"
&
" "" !
"
""
"
"
* -)
"
"
"$ !
9
"$ + ,
344>:( " ., ! *"
"
"
"
" "
#
1 -
"
>( #
"
"
"
!! "
"
912 :,
'
- " "
9
'
"'$
"! (
*" "$
"
'
*+
"*
: *" $
'
!
" "*
267
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
- !"
1
% $
( 1 - 5 "$
"* "
"
!
"
A: 1"* $
"
12 (
"
!
" (
" *
% %
"
"
"
"!
!
"-
"*
'
!
$
"
-
"
.- "
!
" "
" .!"
"
"*
, "
!!
"
" !!
" ,
" ""
!
-!"
'
"*
!"
!
'
" .- $
-!"
!
' "
'
"*
"
(
" "* " .- " "
1 -
5( 1-
2"
."**
"
$
"
"
!! "
= "
*"
"*
" - *"" (
- "*
! '
,
' !!
"
! "'
$ "
"
+
' " "- "
" "
" ( "" " "
"*
'"*
"* ! "'
( 1"
'
!
"!
"*
!"
"" " " ' - &
3: 1"
"
"
** "*
"
" 7
(
<: 1"
!"
"
' *
"
"
!
"* * ' + " "
!
, + "
(
=* ."
1 -
;( #
"
"
+
"
",
(
" " "
*
"
!- " "*
,
* -) +
"
" **
""
" .- $
*
"
"
*
"
!- " "*
*
.$
""
*(
"
" *"
"
" " " .- ! " - "
"*
! * -)
1
"* * -) $
"
.,
- *- " '
*
$
- " "*
"
! ' $
$"
$!" (
" !
"
" "
- "
""
"$
* - ;(
* ' + !
" "
""!
" " ."
. GD(
" " "
" .)
" "
.G
G * " " "*
$" !" " "*
$ &
!" " 93: "
7
!" " 9<:(
*" "
' "
**
"
" E ( (, $
!! "
"(
!
""! " ,
"
*"
!"
" " ( 1"
'
*"
'
0"
!!
* )'
"
- "
""
268
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
*
7*" $
!" .- " !
"
"!
" !
!
!!
"
"!
" (
)
" !
! '
*" " ,
" " * -)
)!"
(
"* * -)
"
"* " .- , $
"
" !
*"
"$ '
!
" "
""!( **
"!
" " "
**
"
7
"
" (
"*
" "
"
!"
' "
( 1"
"
" ."
!
"
, *
!"
! '
"*
'
"
'
'
* -)(
*-
'
%
"
! "! ,
"
"
"
*
' $ " ?
"!
"
'
(
-
-
'
**
7"!
!"$
:
" "
"! *"
! 3
(
3: "
! - ' " *"
" , <: !
"
"
" !
" (
"
! -' " " "
!- !"$
"
"
" "
'
!
! -' " (
*"
*- "
*" '"
!!
"
1 *"
1 *" "- !- *B(
!'
&
9 !'
" "
!- !"$
,
A: !
'
"
"
( 1*" "
'
!
"- !-
!"$
* -
1 <
B( 1!- 9 J
'
:
! *" *"
"- !- 9 -:
G
"- !-
'
&
G
3
<
- **" '"
!"- !- , $
"
"- !- *- ' "
"
! *
*- *
" (
!"- !!
9 ( (, % H
- ,
% H
, I H ", # H!"
,
# H!"
- :(
"$
* - B, '"
!"- !"
' $
73
3( "
" *
! "!
*"
!
, ( (+ ,+
+"
"
!
! - (
" "*
! "*
*" "$
1
%
%
9% :(
1
'
'
'
"
"
) ! &
C 9 :
I C 9I: %
%8
C 9 : % 8
22 9% :,
C #
9 : % 8
22
' "* -
' 3& 1
' *" 1-
(
(
"
)
' "-
"
)
!
&"
' 3&
"
"
&
&(
%
%
%
%
%
%
I
%
%
%
%
%
I
#
%
%
%
%
I
#
#
%
%
%
I
#
#
#
&"
%
%
I
#
#
#
#
&
%
I
#
#
#
#
#
&(
I
#
#
#
#
#
#
269
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
!
"
" " "
' ! -' "
!! "
"" !
"- !- !"$ (
" " ? "- !- " " !
"- '
"
!" ' (
!- ="- !!!
"*
12
"$
* - F(
1 -
%
F(
!
!- ="- !-
!
"
! !
$"
'
(
- " ,
- +
!"$
"" '") "*
2
"* $ (
*
- , 56 #
- "
""
" "
'
#
" " ( A
!
"
!"
*
A
"
"*
" (
"
"
"- !" .(
!
"$
* - 4(
"
,
""
" "
'
12"
" " (
"$
* - 36(
"$
"- !!"
"
"*
"
!"
"*
" ( 1" ) !
! - "* $
#
" "
'"- 566
-! $
$ *"
" "
" <66 (
"
1 "
1 -
4( C- !' "*
" "
- "
"" *"
"! " " " &
, , " " ! , C- !- " .-
36( C- !- "
"
, -
' "* 12"
" "
"" *"
"! " " " &
, " " ! , C- !- " .-
270
Proceedings of the 7th WSEAS International Conference on Systems Theory and Scientific Computation, Athens, Greece, August 24-26, 2007
%
!
* + ,
- "
""
" "
" ! *"
$" +,
!
$
"!
*- "
"
" (
)
"** '
""
*" "*
(
,
,
"
" "
"" " " !"$
.$
" $" + (
/
*"
" "
$
" "
! - "*
"
"
(
"
"
" ! )
"* " "
$
' *" , ' "
"
)
"
"*
(
" !
"* " "
"$
* - 33(
-
- "
+
" " !
% *" "
I
K3L
,
K<L
%
271
C
"* "
" , #"$
#
( II
%
%
2 C%
( ( !! (
!"
"*
! "0
*" $ "
!(
"
% , ( M
C2 C1 % %
(
""
,
C%
, 1 II@
C C M
(, <66<, " (3<(
(/
""
#"
"
, <66;
( " !-
KAL " 8(
" " "*
- M,
"
% ,
""
"
, M11
2 '"
2"
'
"
# +,
K>L ( N(
12"
# <663
, I( O( I -,
(
!
" " "* #
"$ , M
-
K;L @(
"- , (
"-, M# *"
12"
""
" " "
- "
, 2 3A, %C( <, <665
"
#
M,
8
K5L
' , M12"
$
#>A6)3>)M,
)
!" , 2 <A5 1 ' <665(
1 - 33( "!& " !
" " & 12"
"
'
,
""
"" " "
!!
"
"*
" "*
M, - +
Related papers
Soft starter of an induction motor using adaptive neuro fuzzy inference system and back propagation based feedback estimator
The International Conference on Electrical Engineering, 2008
Intelligence Based Soft Starting Scheme for the Three Phase Squirrel Cage Induction Motor with Extinction Angle AC Voltage Controller
Circuits and Systems, 2016
Simulation and Control of Induction Motor Drive Using Advanced Soft Computing Techniques
Journal of Engineering and Technology, 2016
Control of electrical drives based on fuzzy logic
WSEAS Transactions on Systems and Control
Paradox of Griboedov: at home among strangers, a stranger among his own
На пастбище мысли благой (Festschrift in honour of Ivan M. Steblin-Kamensky), St Petersburg, 2015
Regímenes fascistas y autoritarios: usos de la historia
Ayer. Revista de Historia Contemporánea, 2021
Factors influencing the adoption of organic agriculture in Chiang Mai Province, Thailand
WFL Publisher Ltd, 2014
Fabrication and thermo-physical characterization of silver nanofluids: An experimental investigation on the effect of base liquid
International Communications in Heat and Mass Transfer
IFAD IMPACT ASSESSMENT - Community-based forestry development project in southern states (DECOFOS): Mexico
IFAD Impact Assessment, 2018
Una «référence d'origine»: il 'pittorico' e il pensiero del colore nell'immaginazione cinematografica di Jacques Demy , in LA DIANA | Online first | 2024
LA DIANA. Rivista della Scuola di Specializzazione in Beni Storico Artistici, 2024
Compositional Temporal Synthesis
2012 Ninth International Conference on Quantitative Evaluation of Systems, 2012
Le médecin de famille doit-il être empathique?: OUI
Canadian Family Physician, 2010
Preparation and characterization of new Ca–Al–polycarboxylate layered double hydroxides
Materials Letters, 2006
Die Kristallstruktur des Rubidiumtrimolybdatosulfats Rb2SMo3O13 / The Structure of the Rubidiumtrimolybdatosulfate Rb2SMo3O13
Zeitschrift für Naturforschung B, 1979
Five new records of nematodes from East Antarctica
Journal of Threatened Taxa, 2010
Double-Codified Gold Nanolabels for Enhanced Immunoanalysis
Analytical Chemistry, 2007
Measurement and analysis of brain deformation during neurosurgery
IEEE Transactions on Medical Imaging, 2003