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MODELING AND OPTIMIZATION OF GRID INTER-
CONNECTED ELECTRICAL ENERGY SYSTEMS FOR
FULFILMENT OF POWER DEMAND WITH ECONOMIC
COST THROUGH TRANSMISSION NETWORK
KATKAR ABHISHEK BAJIRAO
MASTER OF RURAL TECHNOLOGY
YASHWANTRAO CHAVAN SCHOOL OF RURAL DEVELOPMENT
SHIVAJI UNIVERSITY, KOLHAPUR.
UNDER THE GUIDANCE OF
MR. S. B. DESAI MR. M. M. WAGH
DEPARTMENT OF RURAL TECHNOLOGY DEPARTMENT OF RURAL
TECHNOLOGYSHIVAJI UNIVERSITY, KOLHAPUR. SHIVAJI UNIVERSITY, KOLHAPUR.
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INTRODUCTION Energy Pr!"e !n#$% &' E(&n&"!( De)e*&#"en%
In+!- %%$ &n Energy S(enr!&
Key !$e &' E*e(%r!(!%y re'&r" /001
R&*e &' Trn"!!&n e(%&r !n P&2er Sy%e"
Nee+ n+ 2y &' L&+ S(3e+$*e"en%
C&n(e#% &' M&+e*!ng &' Gr!+ In%er4(&nne(%e+
Trn"!!&n Sy%e"
O#%!"!5%!&n n+ E(&n&"!( D!#%(3 &' Gr!+
P&2er
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SCOPE
S%$+y n+ n*y! &' gr!+ !n%er4(&nne(%e+%rn"!!&n y%e" &' Kr)eer reg!&n 6O 7 M
K&*3#$r C!r(*e8 &#er%e+ 9y MSETCL !n K&*3#$r
+!%r!(% (&"#r!e : H!g3 V&*%ge 6;;0 KV8$9%%!&n 23!(3 $##*!e #&2er %& +!%r!9$%!&n
$9%%!&n.
C&n!+er%!&n &' < (&4generg%!&n #*n% 'ee+er
(&nne(%e+ %& Kr)eer %rn"!!&n gr!+ 23!(3
'e+ #&2er %& nere% %rn"!!&n $9%%!&n.
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O=JECTIVES Pre(!e S(3e+$*e"en% &' #&2er )!*9*e % gr!+ 'e+ 9y
IPP- n+ +e%er"!ne !"#&r% #&2er nee+ %& %>e 'r&" 5&n*
%rn"!!&n gr!+ %& O 7 M (!r(*e.
C&**e(%!&n &' %rn"!!&n ne%2&r> +% regr+!ng *&+
+e"n+, *!ne #r"e%er, gr!+ 'e+ #&2er, SLD e%(. C&"#$%%!&n &' Trn"!!&n Sy%e" #r"e%er $!ng
P&2er F*&2 An*y!.
C&"#$%%!&n &' ne% %rn"!!&n *& &' gr!+ !n%er4
(&nne(%e+ %rn"!!&n ne%2&r>.
A**&(%!&n &' &#%!"$" gr!+ $##*!e+ #&2er %&2r+
+!%r!9$%!&n (en%er '&r '$*?**"en% &' reg!&n* *&+ +e"n+.
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APPLICATIONS
F% n+ Pre(!e (&"#$%%!&n &' (&"#*e@ Gr!+
In%er4(&nne(%e+ Trn"!!&n y%e" "&+e*
P*nn!ng n+ S(3e+$*!ng &' *&+ !n re*4%!"e
##r&(3
De%er"!n%!&n &' !n+!)!+$* 9$ &r %&%* reg!&n*
(%!)e #&2er +e"n+ n+ *!ne #r"e%er.
C&"#$%%!&n &' Trn"!!&n *& !n In%er4
(&nne(%e+ y%e".
S!"$*%!&n 6MATLA=8 &er n$"er&$ +)n%ge
*!>e $er4'r!en+*y ((e, ">9*e #r&gr""!ng e%(.
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METHODOLOGY;. C&**e(% +% &' !n%er(&nne(%e+ %rn"!!&n ne%2&r> "+e $# &' e)en
%rn"!!&n $9%%!&n *!>e %&%* 9$e, 9$ )&*%ge, (%!)e n+ re(%!)e #&2er
'&r ge%%!ng e@(% *&+ ($r)e n+ &%3er %rn"!!&n #r"e%er $(3 )&*%gereg$*%!&n, #&2er '(%&r e%(.
/. C&**e(% %3e +e%!* &' gr!+ #&2er %&%* (&% &' )!*9*e 'ee+er 'e+ $##*y
(&n%!n$&$*y %& gr!+. I% (&n!% Kr+4B00 >V *!ne n+ < (&gener%!&n #*n%
'ee+er (&nne(%e+ %& nere% $9%%!&n.
1. Dr2 Gr!+ P&2er4%&%* O 7 M (&% ($r)e 'r&" re(&r+e+ +% n+ ?n+ ($r)e ?%
e$%!&n.B. C&**e(% +% &' %rn"!!&n *!ne re!%n(e n+ re(%n(e '&r (&"#$%%!&n
%rn"!!&n *!ne #r"e%er *!>e )&*%ge, (%!)e n+ re(%!)e #&2er, $##*y4
+e"n+ +e?(!% e%(. 2!%3 %3e 3e*# &' Ne2%&n4R#3&n P&2er F*&2 %e(3n!$e.
<. R2 +% #r&(ee+ !n%& $n!'&r" +%9e !.e. #er $n!% y%e" &' 9e MVA !
;00.
. M%3e"%!(* '&r"$*%e+ y%e" #*n %& !"$*%e &n MATLA= #*%'&r" +$e %&en%rn(e &' $er4'r!en+*y ((e n+ ee !n *%er%!&n n+ "&+!?(%!&n &'
#r&gr""e e"9*y.
:. Pr&#&e+ "&+e* &' gr!+ !n%er(&nne(%e+ %rn"!!&n y%e" ! (&n?g$re+ !n%&
)r!&$ &#%!"!5%!&n %e(3n!$e %& ge% #re(!e n+ )*!+ re$*% $n+er %e%
(&n+!%!&n.
. F&$r $$* (e re %e%e+ !n +!eren% &#%!"!5%!&n *g&r!%3" '&r (&"#*e%e
!%er%!)e &*$%!&n n+ (&"#r%!)e n*y! &' #r&#&e+ "&+e* n+ $!%9!*!%y &'
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Trn"!!&n Ne%2&r> &'
Kr)eer Reg!&nSubstation
Name (110
kV)
Maximum
Load (MW)
Co-generation
Mudshingi 193.669 Jawahar
Renuka
Gokulshirgaon 66.72 Shahu
Puikhadi 83.089 Ku!hi
Kale "1.#8
$a%a& 'a% 88.23 (
Shiroli 101.07 (
'ha!ukhadi "".07 )surle(Porle
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SINGLE LINE DIAGRAM
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POWER LOADINGSCENARIO
JAN FE= MAR APR MAY JUN JUL AUG SEP OCT NOV DEC0
<0;00
;<0
/00
/<0
100
1<0
B00
B<0
1/ 11 1<; 1B1: 1 1<; 11B 1// 1;1 10B 10;
MONTHLY LOAD CURVE
A)erge De"n+ 6MW8
/0;/4;1 /0;14;B /0;B4;<0
<0
;00
;<0
/00
/<0
100
1<0
B00
10/.B 10. 11</<:.0B /.< /1.B
SUPPLEY-DEMAND
De"n+
S$##*yPOWER (MW)
14.89% 13.69%
12.8%
KARVEER GRID FED POWER
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KARVEER GRID FED POWERDETAILS
RENUKA JAWAHAR ASURLE P KUM=HI SHAHU0
/
B
;0
;/;B
;
; ;.<;<.<
;1.;
:.:;
;0.::
POWER FED AT GRID BY COGENERATION PLANT
COGENERATION PLANT FEEDER CONNECTED TO GRID
POWER (MW)
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CO4GENERATION POWEROUTLAY AND DEMAND CURVE
OF KARVEER REGION
HIGHLIGHTS OF KARVEER REGIONAL
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HIGHLIGHTS OF KARVEER REGIONALINTER4CONNCTED TRANSMISSION
GRID In +e"n+ (&n$"#%!&n, Kr)eer %&&+ %&#"&% #&!%!&n & !% nee+
%& "&re %%en%!&n %&2r+ *&+ (3e+$*e"en% &' K&*3#$r +!%r!(%.
Kr)eer #&2er +e"n+ r!e gr+$**y 9y ;0 !n(e /0;;4;/. I'
%3! g&e &n !n '$%$re %3en !% nee+ %& ">e &"e g&&+ #r&)!!&n %&
$##*y !n(ree !n +e"n+ &r #r&#er #*nn!ng &' )!*9*e #&2er
% gr!+ ">e $re &' +e"n+ '$*?**"en%.
P&2er +e?(!% !$e +r&##e+ 9y / !n(e /0;;4;/ 9$% %!** !% '(e
;/. +e?(!% !n )erge +e"n+ 23!(3 ! "r>9*e #&!n% '&r *&+
(&""!%%er.
In /0;B4;<, )erge +e"n+ &' Kr)eer re(&r+e+ 1/:MW n+
"@!"$" +e"n+ ! 1: MW.
T3 % +! ! +! + + ! ! + !
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T3e ne% +!eren(e !n en+!ng en+ #&2er n+ re(e!)!ng en+ #&2er !.e.
%rn"!!&n *& ! /B MW. T&%* )!*9*e gener%!&n !n /0;B4;< ! 10:
MW. Hen(e %rn"!!&n e(!en(y (n 9e (*($*%e+ 9y r%!& &' +!eren(e
9e%2een )!*9*e #&2er n+ *&e %& %&%* )!*9*e #&2er !.e. / 23!(3
! $!%e g&&+.
T3e )erge #&2er '(%&r (*($*%e+ 'r&" r%!& &' re(%!)e #&2er %&
##ren% #&2er (&n$"e+ !n!+e %rn"!!&n ne%2&r> ! 0.: *g 23!(3
2 "&+er%e n+ "!n%!ne+ #er reg$*%!&n "+e 9y CEA.
Trn'&r"er #*y )ery e(!en% r&*e %3r&$g3&$% &#er%!&n !.e. &n*y B MW
*& 23!(3 ! ; &n ne% %rn"!!&n *& 2 &(($rre+ +$e %& !%. I% 3e*#
%& re+$(e "!n%enn(e (&% 2e** %9*e %rn"!!&n y%e".
T3e *&+ '(%&r ge% 'r&" r%!& &' )erge +e"n+ %& "@!"$" +e"n+ &'Kr)eer reg!&n ! 0.1 23!(3 !gn!?e 3!g3 )r!%!&n !n *&+ +e"n+ +$r!ng
yer & !% 3&$*+ #r&#er*y #*n &' re$!!%e #&2er '&r +e"n+ '$*?**"en% &'
Kr)eer.
V&*%ge reg$*%!&n ! n&%3!ng 9$% r%!& &' +!eren(e !n en+!ng en+ )&*%ge
4
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THEORY OF MODELING OFGRID INTER4CONNECTED
TRANSMISSION SYSTEM C&n(e#% n+ Nee+ &' Gr!+ In%er4(&nne(%e+
Trn"!!&n Sy%e" M&+e*
A+)n%ge &' M&+e*!ng S!"$*%!&n T&&*
C&n(e#% &' P&2er F*&2 S%$+!e
C&"#$%%!&n* Me%3&+ &' Trn"!!&n L!ne L&
C&n(e#% n+ Me%3&+ &' Trn"!!&n Gr!+
O#%!"!5%!&n
E(&n&"!( L&+ D!#%(3
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POWER FLOW ANALYSIS OFKARVEER REGIONAL
TRANSMISSION GRID A##*!(%!&n &' P&2er F*&2 S%$+!e
Vr!&$ Me%3&+ &' P&2er F*&2 An*y!
A+)n%ge &' Ne2%&n4R#3&n Me%3&+
In#$% #r"e%er re$!re+ '&r (&"#$%%!&n &'
#&2er &2
C&"#$%%!&n* #r&(e &' Ne2%&n R#3&n
Me%3&+
A*g&r!%3" &' Ne2%&n R#3&n Me%3&+
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TRANSMISSION LOSS ANALYSISUSING =4LOSS COEFFICIENT
METHOD Re$!re"en% &' !n#$% en%!%!e %rn"!!&n *&
(&"#$%%!&n.
F$n(%!&n &' MSLDC
A##*!(%!&n &' =4*& C&e(!en% Me%3&+
A+)n%ge &' *& ((&$n%!ng % &n* *e)e*
C&"#$%%!&n* Pr&(e &' =4L& (&e(!en% Me%3&+IK A
K;Ig;
AK/
Ig/
AK;
n+ AK/
($rren% +!%r!9$%!&n '(%&r.
Ig;
n+ Ig/
C$rren% +r2n 'r&" %2& !n(&"!ng 'ee+er
% gr!+
P; n+ P/ T3ree #3e re* #&2er !ne(%e+ % 'ee+er ;
n+ 'ee+er /.
(& ; n+ (& ; #&2er '(%&r &' 'ee+er ; n+
'ee+er /
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ALGORITHM OFOPTIMIATION TECHNIUES
$+r%!( Pr&gr""!ng
Gene%!( A*g&r!%3"
Ar%!?(!* =ee C&*&ny
=% A*g&r!%3"
S!"$*%e+ Anne*!ng D!eren%!* A*g&r!%3"
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UADRATICPROGRAMMING
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GENETIC ALGORITHM
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ARTIFICIAL =EE COLONY
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=AT ALGORITHM
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SIMULATED ANNEALING
DIFFERENTIAL
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DIFFERENTIALEVOLUTION
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FORMULATION OF GRID INTER4CONNECTED TRANSMISSION
SYSTEM MODEL Obj!"#$ F%&!"#'& Ci=ai+bi Pi+ ciPi
2
T*&+,#++#'& L'++ E%*"#'&
C'&+"*#&"+ Pi min ≤ Pi≤ Pi max
S%/0-D,*&1 b*/*&!
!#"#*
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SIMULATION OF INTER4CONNECTED TRANSMISSION
GRID OF KARVEER REGION
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MODELING AND OPTIMIATION OF
GRID INTER4CONNECTED TRANSMISSION SYSTEM
M!n!"!5e, %&%* gr!+ #&2er #$r(3e (&%,
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SIMULATION OF DIFFERENTOPTIMIATION TECHNIUES
MATLA= Pr&gr""e &' P, GA, A=C, =A, SA n+ DE
C&n!+er%!&n &' B +e"n+ (e 'r&" *&+ ($r)e
Gr!+4'e+ #&2er *!"!% $$**y re(&r+e+ !n re#e(%!)e
+e"n+ (e
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RESULTS DISCUSSION T3e '&$r $$* (e &' *&+ +e"n+ re(&r+e+ !n Kr)eer reg!&n 3 (&n!+ere+ '&r
!"$*%!&n 9e($e %3ee (e re 3&2!ng "!n!"$" n+ "@!"$" #&2er
3n+!ng (#(!%y &' !n%er4(&nne(%e+ %rn"!!&n y%e" &' Kr)eer reg!&n !n %3e
2y &' #e> +e"n+, )erge +e"n+ n+ *&2 +e"n+ & $n+er %3ee (&n+!%!&n
3&2 %rn"!!&n y%e" &' Kr)eer reg!&n 2&r> n+ 23% (%$* *&+!ng !"#(%
!n %er" &' %rn"!!&n y%e" 3 #$% 9e*&2 &9%!ne+ 'r&" !"$*%!&n re$*%.
F&r &#%!"!5%!&n &' gr!+ !n%er4(&nne(%e+ %rn"!!&n y%e" (&n!+ere+ !@
)r!9*e &9%!ne+ 'r&" =4*& (&e(!en% "e%3&+ 23!(3 re 3&2!ng #&2er
$##*y!ng energy y%e" 23!(3 nee+ %& +e*!)er &#%!"$" #&2er %& '$*?** ne%
+e"n+ &' Kr)eer reg!&n.
CASE 2 CASE 3 CASE 4 CASE 50
;00
/00
100
B00
<00 1:1B0 1/:
1:
/. ;./ ;:.:/ /.;;
B;1.1<./ 1BB.:/
B;1.;;
POWER SCHEDULEMENT
D,*&1 (MW) L'++ (MW) S%/0 (MW)
POWER (MW)
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COMPARATIVE ANALYSIS OFOPTIMIATION TECHNIUES
PGA
A=C=A
SADE
0
/
B
;0
;/
;;
B1
ITEARTION NUMBERS
PGA
A=C=A
SA DE
0
0.<
;
;.<
/
/.<
;.;/.;
/.0/.0<
;.
;.0/
CONVERGENCE TIME (SEC)
CONCLUSION
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CONCLUSION Gr!+ !n%er4(&nne(%e+ %rn"!!&n y%e" "&+e* n+ &#%!"!5%!&n
%$+y ! een%!* %&&* '&r n*y! &' %rn"!!&n y%e" 23!(3
g!)e re* %!"e ##r&(3 2e** &#%!"!5%!&n 2!%3 e(&n&"y !n
&#er%!&n &er $*%!"%e e(!en(y 2!%3 &$n+ #r&?% !n &#er%!&n
n+ "!n%enn(e.
Kr)eer %*$> (&"#r!e+ )r!e%y &' e(%&r* (&n$"#%!&n %>e
#*(e +$e %& "!@ &' r$r*, $r9n n+ e"!4$r9n reg!&n. S& !% g!)e
9e%%er (&#e %& %$+y n+ n*y! &' gr!+ "nge"en%.
Trn"!!&n e(!en(y n+ )&*%ge reg$*%!&n &' Kr)eer gr!+ !
/ n+ B./ re#e(%!)e*y n+ < (&gener%!&n #*n% $##*!e
#&2er %& gr!+ 23!(3 #er3# ((&$n% 10 #r%!(!#%!&n !n +e"n+
'$*?**"en% n+ 23!(3 ! e(&n&"!(* n+ gr!+ energ!5e+ % r%e+
(#(!%y %reng%3en e(!en(y n+ *& *&ng +!%n(e %rn"!!&n
Ne2%&n4R#3&n %e(3n!$e %& '&r"$*%e gr!+ !n%er(&nne(%e+ y%e" +$e
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%& '% (&n)ergen(e n+ *e n$"9er &' !%er%!&n !n (&"#*e@ "%3
e$%!&n n+ )r!&$ &#%!"!5%!&n %e(3n!$e $(3 P, GA, A=C, =A,
SA n+ DE !n MATLA=. F&r ** (e %e% re$*% &9%!ne+ '%er (&"#$%%!&n
re $!%e !"!*r 23!(3 $##&r% %3% (&n(ern "&+e* 3 ##r&#r!%e n+
)*!+ '&r ** %e% (&n+!%!&n. A"&ng %3e" DE &er !"!*r re$*% !n *e
n$"9er &' !%er%!&n !n *e (&n)ergen(e %!"e 23!(3 !gn!?e %3% DE !
"&% $!%e+ '&r &#%!"!5%!&n &' gr!+ !n%er4(&nne(%e+ %rn"!!&n y%e" !n
Kr)eer reg!&n.
Ce4; n+ (e4B 9&%3 re e@(% +!eren%!9*e. In (e4; 1;B.B< MW
#&2er e@%r(%e+ 9y !"#&r% n+ re"!n!ng )!*9*e % gr!+ '&r $##*y!ng
ne% #&2er +e"n+ 9$% !n (e4B B;1.; MW #&2er nee+ %& +rg 'r&" 5&n*
gr!+ '&r 9*n(!ng $##*y #*$ +e"n+ n+ *& &' Kr)eer reg!&n. In (&%
#er#e(%!)e (e4; ((&$n% 0.;;/ "!**!&n Q '&r %&%* #$r(3e n+ !n
"e "&$n% &' #&2er #$r(3e !n (e4B nee+ %& #y 0.;// "!**!&n Q
3en(e !% ge% %3% (&gener%!&n )!*9*e #&2er #*y )ery !"#&r%n% r&*e
n&% &n* %& '$*?** +e"n+ 9$% *& !n %er" &' e(&n&"!( (&% &' $r(3e.
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RECOMMANDATIONS A+#%!&n &' A+)n(e+ O#%!"!5%!&n Ar%!?(!* In%e**!gen(e Me%3&+
'&r L&+ S(3e+$*e"en% .
In%er4+!%r!(% #*nn!ng $%3&r!%y 3&$*+ +!)!+e !n%& 5&n* (en%er
'&r 9e%%er #&2er (3e+$*e"en%, "nge"en% n+ (&n%r&* &)er
*rge +!%r!9$%e+ %rn"!!&n y%e".
S$##&r% &' +!g!%* (&"#$%er, (&"#%!9*e 3r+2re n+ "&%
!"#&r%n% PLC n+ SCADA $%&"%e+ y%e" '&r +%
"e$re"en% n+ (&n%r&*.
S#e(!* rrnge"en% &' "&+e*!ng #(>ge *!>e Ar%!?(!* Ne$r*Ne%2&r> n+ F$55y 9e+ #r&gr""!ng &'%2re #(>ge re$!re
%& (*($*%e 9!g %rn"!!&n y%e" #r"e%er n+ %& ((&$n%
** gr!+ re*%e+ (&"#$%%!&n !n %!"e 2!%3&$% 3e)y e&r%.
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THANK YOU