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—удовые электроэнергетические комплексы и системы
??? 62-551:51-74
?. ?. ??????, ?. ?. ?????, ?. ?. ????????
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—»—“≈ћџ ƒЋя »Ќ“≈ЋЋ≈ “”јЋ№Ќќ… ѕќƒƒ≈–∆ » ѕ–»Ќя“»я –≈Ў≈Ќ»…
??? ??????????? ????????????? ???????? ???????-??????????????? ??????????
?????????? ????????? ?????????? ????????, ???????????? ????????? ?? ????????? ???????; ?????????? ??????????? ????? ???????????? ???????? ?????????? ???????? ??????????????, ????????? ????????? ?????????? ???????? ? ??????????? ????????. ??????????
?????? ????????????? ???????? ???????? ???? ? ?????????? ???? ? ???????? ??????? ???
????????????? ? ??????? ???????????????? ????????? ???????? ??????? ??? ???????????
?????????? ???????-?????????????? ???????????.
???????? ?????: ????????, ????????????????????? ???????, ???????-??????????????
??????????, ????????, ???????????????? ???????, ?????????????, ??????????? ??????????.
????????
?????? ????????? ? ??????????? ?????????? ???? ?? ??????? ?????????? ????????? ??????????? ??????????? ??? ?????????? ? ????????? ?????????? ????????????????????? ??????
(???). ? ?????? ??????? ??? ??????? ? ???????? ????????? ????, ??????? ?????????? ?????? ? ?????? ? ????? ?????????????? ? ???????? ???????, ??? ???? ????? ????????? ???? ????????? ???????? ?? 80 % ? ?? ????????? ? ????????? ????????, ??????? ?????? ???????????? ? ???. ??-??
?????????? ????? ???? ? ???? ? ????????? ???????? ?? ????????? ????????? ?? ?????????? ?????,
????? ?? ????????????, ? ?????????? ???? ????? ????????? ???? ?????? ?????????? ?????????.
?????????? ???????????? ??????, ????? ??????? ?????, ??? ?????????? ???????????????
?????????? ? ??? ??????? ???????? ???????? ????????????? ????????????, ? ?????? ??????? ???
????????????? ????????? ????, ??? ???????? ???????????? ????????. ??? ?? ?????, ??????????
??? ??????? ? ????????????? ?????? ????? ?????????? ? ????????????????? ???. ?????????????
????????? ????? ????????????? ? ???????? ??-?? ?? ??????? ??????????????? ????????????? ??????
???????, ? ?????????? ???? ?????????? ?????????? ?????????? ???????????? ?????????????? ???
????????????????? ???. ??? ?????? ??????????? ?????? ???? ?????????? ?????????? ??????
? ?????? ?????????? ???????????? ???????. ? ????? ? ????????? ????? ??????????? ??????????
???? ??????? ??????????, ??????? ????????????????? ???????, ????????? ??????????? ??????
? ???????????? ??????????? ???????????????? ??????? ??????????????? ????????????? ???????????? ?????????, ??????? ????? ????????? ??????? ????????????? ??????? ???????? ?????????? ?????????. ????? ???????, ?????? ??????????? ??????? ?????????? ???????????????? ?????????? ????????? ??? ???????? ?? ?????????? ? ????????????? ?????????????? ???????? ????????????? ???????? ? ?????????????????? ????????????????????? ??????? [1?4].
???? ?????????? ?????? ????????? ???????????? ???????? (1), ??????? ????????? ?????????? ????????? ? ??????? ???????????? ????????????? ???????? ????????? ? ? ?????????? ?????????? ???????? ?? ?????? ????????? cos ?
? = ? cos?,
(1)
????? ??????????? ?????????? ?????????? ???????? ?????????????? ???
X = ? cos ? =
U 1 I1 cos ?
,
U rms I rms
??? U1 ? ?????????? ????; Urms ? ?????????????????? ???????? ??????????; I1 ? ??? ????????;
Irms ? ?????????????????? ???????? ???? ????????.
????????? ???????????
U1
1
;
=
U rms
1 + ??? 2u
75
ISSN 2073-1574. ¬естник ј√“”. —ер.: ћорска¤ техника и технологи¤. 2016. ? 3
I1
I rms
1
=
1 + ??? i2
,
??? ??? ? ????????? ????????????? ?????????, ???????
?=
1
1
1 + ???
2
u
1 + ??? i2
.
???????????, ??? ?????????? ???????? ?????????? ????????????????????? ??????????? (???), ??? ??????? ??????????? ???????? ????????? ??????????? ?????????? ????????
??? ?????????? (??? ???????????) ????????????? ???????? ???, ?????????? ????????????
?????? ???????????? ?????????? [3, 5?9].
???????? ? ?????????? ????????????
?????? ?????? ???????? ???? ??????????????? ? ????:
I = [i1 , ? , ii , ?, iN ]T ,
(2)
??? ii ? i-? ????????? ????; N ? ?????????? ??????????? ????????.
????????????? ?????? ?????? ???????? ?????????? ? ?????? ?????????? ???????? ???:
U = [u1 , ? , ui , ? , u N ]T ;
(3)
X = [ x1 , ? , xi , ? , x N ]T .
(4)
????????, ??? ?????? ???????????? ???????? ??? ???????? ?????????? Sopt, ? ???????
???????? ????? ???? ???????? S?.
???????? ??????????? ?????? ?????????? ???????? ??????? I ? U, ? Sopt ? ?????? ???????????. ?????? ?? ?????, ?????????? ?????????? ???????? X ? ???????? S? ???????? ????????? ??????????? ?????? ???????????? ??????????. ???????? ??????????? ??????? H ? ??????? ? ? L ? ?????? ?????? ??????? ?, ??? i-?? ???????? ???????? ???????????
li ? xi ? hi .
(5)
??????, ??? ???? ???????? ???????????
X = f ( X );
(6)
N
S? = f1 ( X ) = ? xi .
(7)
i =1
???????? ???????????? X ? ??????????? S? ??? ???????? ????????????:
X min ? f ( X ) ? X max ;
(8)
L ? X ? H;
(9)
f1 ( X ) = Sopt ,
(10)
??? Xmin, Xmax ? ??????????? ? ???????????? ???????? ??????????? ?????????? ????????.
???????? ??????????? ??? ??????? (8) ???????? ??? ????????????? ???????? ?????????? ?????? ??????????, ? ????????? (10) ???????? ?????????????? ??????? ?? ??????????
??????????? ?????????. ? ?????????? ????? ?????? ??????????? (10) ????????? ?? ??, ??? ???
?????????? ????????????? ???????? ???, ??????????? ??? ??????????? ??????? ????????
? ?????????? ????????, ??????? ????????? ???????? S? ??? ????????? ????????????? ???????? Sopt ???. ? ?????????????? ??????? ?????? ???????????? ?????????? ??? ??????????
????????? (2)?(10). ??????????? ????? ?*, ??????????? ???????? ??????? ??????? ?* ? ??????????? ???????? ??????? ??????? S?* = f1 (X*) ???????? ??????????? ??????? ??????, ???????
76
—удовые электроэнергетические комплексы и системы
????? ???? ????????? ? ??????????. ????????? ??????? ???????????? ????? ?????????? ???????? ??????? ??????? ? ???????????? ??????????? ????? ?, ? ?? ????? ??? ?????????? ??????? ???? ?????????? ???????? ??????? ??????? [10?14].
????? ??????? ??????????? ??????? ??????, ?????? ????? ?* (???????????) ? ??????????? ???????? ??????? ??????? ?*, ? ????? ??????????? ???????? ??????? ??????? S?* = f1 (X*).
??? ??????? ????? ???? ??? ?????????, ??? ? ??????????. ????????? ???????? ????? ?????????? ???????? ??????? ??????? ? ???????????? ??????????? ????? ?, ? ?????????? ???????
???? ?????????? ???????? ??????? ???????.
?? ???. 1 ???????? ???????? ??????? ?????? ???????????? ??????????, ? ??????? ???????? ??????????? ? ????????? ??????????????????:
1) ???????????????? ??????? ?????????, ???????????? ???????? ???? ?????????? ?????????? ? ??????????? (????? 1, 5, 6);
2) ? ?????? ?????? ??????????? ??????????? ?????? ? (???? 2). ????? ?? ????????????
?????????? ???????? ??????? ??????? S? ? ?? ?????? ?? ?????????????: ???? S? ? Sopt, ??
???????????? ????????????? ?????????? ?????????? ??????????? ??????????;
3) ????????? ???????? ??????????? ?????????? ???????? ?, ???????????? ?? ??????????
?????????????? ??????????? Xmin, Xmax (???? 3); ???? ?? ??????????? ??? ??????? ??????????????? ??????????? ?? ???????? ?????????, ?????????? ?????????? ????????????? ?????????? ?????????? ??????????? ??????????;
4) ??????????? ????? ????????? ????????? ????????? ?* (???? 4).
???. 1. ???????? ??????? ?????? ???????????? ?????????? ???
? ?????? ????????? ????????? ???????? (9) ???????? ??? ?????? ??????? ?, ????? ???????? ??????????? ??????? ?? ???????? ????????? ?????? ?????????? ??? ??????? ??????? ?.
??????? ????????, ??? ? ???????????? (?????????? ???? ? ??????? ????????) ??????????????
???????? ????????? ????????????? ????????? (???) ??????????, ?????? ????????? ???????? ?????????? ? cos ?. ??????? ? ????, ??? ??? ????????? ???????? ???? ??? ????????? ???77
ISSN 2073-1574. ¬естник ј√“”. —ер.: ћорска¤ техника и технологи¤. 2016. ? 3
????? I, U ? ?? ??????? (???, cos ?). ??? ?????? ??????? ?????????? ??? ?? ????????? ???????????? ?????????? ?????????? ??????? ?????????? ? ????????????? ??????? ????? ? ?????????? ????, ??????? ??????????? ? ???????? I ? U. ????????? ?? ?????? ????????? ?????????? ???????? ?????? ????? ? ???????? ?????????? ????. ????? ???????, ??? ???????
??????? ?????????? ????????? ?????? ?????? ????????????? ???????? I ? U ?? ??????????
????? ? ??????????? ???? (???. 2) [4, 14?17].
???. 2. ????? ??????? ?????????? ??????? ???????????? ?????????? ???
?????????? ? ????????????? ??????? ??????? ????? ? ?????????? ????? ???????? ??
???????? ??????? ?????????? I ? U. ??? ?????? ?????????? ?? ???? ??????????, ??? ???????????? ???????? ????????? ??????? ???, ?. ?. ?? ???????, ????????? ? ???? ??????? ???????? ?????????? ??? ??? ???? ????????????? ???????????? ??? ?????? ???. ? ????? ???????? ???????????????? ???????? ??????????? ?????????????? ??????? ??????? ??????? ?????????? ?????????????? ?????, ?????? ??????? ? ????????????? ????????? ????. ????????? ????????????
?????? ?????? ???????? ??????????? ??????????? ?????????? ?????????? ???, ????????,
???????????? ??????? ?????????? ????. ????? ???????, ??????????? ??????????? ?????????????
?????? ?????????? ???????? ??? ??????????? ?????????? ???????????? ???? ? ???????????
??????????? ?????????? ????????, ?????????????, ????????? ????? ????? ???????? ? ???????
?????? ?????????????? ??????? ??????????????? ??????? ? ???????? ???????.
? ????? ???? ??????? ?????? y(t) ??????? ????? ???? ??????????????? ????????????? ?????:
N
y?( t ) = ? Z k ( t )sin ( k? k (t )t + ? k ( t ) );
k =1
N
y?(t ) = ? ?? Ak (t )sin ( k? k (t )t ) + Bk (t ) cos ( k? k (t )t ) ??;
k =1
Z (t ) =
? A( t ) ?
A2 ( t ) + B 2 ( t ); ?(t ) = ctg ?
?,
? B (t ) ?
??? Zk(t) ? ????????? ? ?k(t) ? ??????? ???? k-? ?????????; N ? ?????????? ????????.
?????????? ?? ??????? ????????????? ??????? y?(t ) ????? ???????????? ???
N
y?(tn ) = ? ?? Ak (tn )sin ( k? k (tn ) ) + Bk (tn ) cos ( k? k (tn ) ) ?? ,
k =1
??? Ak (tn ) = Z k (tn ) cos ( ? k ( tn ) ) ; Bk (tn ) = Z k (tn )sin ( ? k (tn ) ) .
78
(11)
—удовые электроэнергетические комплексы и системы
??????? ?????, ??? ??? ???????? ?????? ????????? ?????????? ????????? ??? ?????????? ????????? ? ????????? ? ???????????? ?????????? ?????? ?? ????????. ?????? ???????
?????? ??? ??????? ?????? ?????????????
X n = ??sin ?(tn ), cos?(tn ), sin 2?(tn ), cos 2? ( tn ) , ..., sin N? ( tn ) , cos N? ( tn ) ??
T
(12)
? ??????? ?????????? ?????????
C n = [ A1 ( tn )
B1 (tn ) ?
AN ( tn )
B N ( tn ) ] ,
(13)
?????
y? n = X n Cn .
(14)
??????????? ????????????? ??????????????? ??????????
? n = yn ? y? n .
(15)
?????????????? ??????? ??????, ?????????? ?????????????????? ????????????
En =
1 2
?n .
2
(16)
??????? (16) ???????? ???????? m ?????????? E(c1, c2, ?, cm), ???????????????? ??
???? ??????????. ??????? ????? ?????? ???????? C ??????? ?, ???????? ????????????? ????????????? (???????????) ???????? ??????? ?:
E ( C ) ? E ( C ) ; ?E ? Z m ,
(17)
??? Zm ? ??????? ????????? ???????? ??????? C (?????????? ???????).
? ????? ? ???, ??? ??????? (16) ???????? ????????????????, ? (14) ???????? ?????? ???????? ?????????????? ????????? ???????? ??????? (12), ??? ?????? ???????? ??????? (13)
???????? ??????????? ????????. ??????? ????????????? ???????? ????? ????????? ?????????
??????? ?, ??? ??????? ??????????? ??????????? ??????? (16).
?? ??????? ? ?????? ?????? ?????????? ?????????????? ??????? (16). ?????????????
??????? ?????????, ??? ??????? ?????? (13) ???????? ???, ??? ???????? ??? ????????? ??????????? ???????????????? ????????? ?? ???????
dci
= µ grad E ( C ) ,
dt
ci
(18)
?E ( C )
? ??????? ??????????? ??????? E ?? ?????? ?? ?? ??????????, ???
?ci
i = 1, ?, N ; µ ? ?????????? ??????????? ???????? ?????????????, ??????? ??? ?????? ???????? ?????? ????????????? ??????? µ > 0.
?????? ?????? ?????? C, ? ??????? ???????? ????????? ??? ?????? ????? ????????
?????????????? ??????? (16), ????? ???????? ?????? ????????? ??????? ? ?? ?????????, ???????????????? ???????????? ????????? (18) ?? ????? ??????????. ????????? ????????? ?????????? ????????? ? ???????? ????????? ?, ????? ???????, ? ?????? ?????? ??????? ????????
????? ??????? ?????????????? ???????? ????????? ??????? ?.
? ????????????? ????? C ???????? ?????????? ????????
??? grad E ( C ) =
ci
T
? ?E ?E
?E ?
grad E ( C ) = ?
,
, ?,
= 0.
?cN ??
C
? ?c1 ?c2
(19)
??? ??????, ??? ? ????????????? ????? C ? ???? ?????????? ??? ?????????? ???????
?????????. ???? ????????? ???????, ?? ???????? ???????? ???????????????? ???????????
? ??????????
79
ISSN 2073-1574. ¬естник ј√“”. —ер.: ћорска¤ техника и технологи¤. 2016. ? 3
Cn +1 = Cn + µ grad E ( Cn )
(20)
C
???
ci ( n +1) = ci ( n ) + µ
?E
.
?ci
?? ??????? (20) ?????????? ????? ???????????? ?? ??? ???, ???? ?? ????? ????????? ??????? E (Cn +1 ) > E (Cn ) . ???? ??? ??????? ??????? ????? ??????? ? ???????? ????????? (?????????????, ?????????? ???????????????? ????????? ??????? ???? ?????? ????????), ?????????? ????? ?????????? ? ?????????? ?????? ??????????????, ??????? ?????????? ?????????????? ??? ?????????? ??????? ??????? ????????? ???????? ??????? (12). ????? ??????? ????????? ???????? ?????????????, ????????? ???????? ? ??????? ? ???????? ????????? ????????
??????? (12) ????? ???????, ????? ??? ???? ????? ???????? ??????? ??????? ?. ??????? ? ????, ??? ????????????? ?????????? ??????? ?? ???????? ????????????????? ???????.
? ??????, ????? ???????? ???????? ????????? (15), ??? ?????????? ??????? ?????????
(11) ??????? ??????????? ?? ??????? ? ?? ?????????????????? ?????? (16) ????
N
?? = ? µ ? En ? [ ktn Ak cos k?( tn ) ? ktn Bk sin k?(tn )],
(21)
k =1
??? µ? ? ??????????? ???????? ????????????? ?? ???????.
?????????? ???????? (21) ?????????? ??????????? ? ??????????? ??????? ?????????
???????? ??????? (12):
?(tn +1 ) = ?( tn ) + ?? .
????? ??????? ?????, ??? ? ??????? (16) ? ??????? Zm ? ????? ?????? ????? ?????
????????? ???????????. ???? ???????? ??????????, ? ????????? ????? ?????????? (???. 3).
??????? (19) ?????????? ?? ???? ???? ??????, ?????? ??????????? (17) ??? ?????????? ?????????? ?????????? ?? ???? ??????? Zm, ? ??? ????????? ? ?????? ? ???????????? ????? ???????,
??????? ???????? ????? C . ????? ???????, ?????????? ??????? ????????? ?????????? ??
????????? ?????????.
???. 3. ??????? ??????????? ? ????????? ??????????? ??????????? ???????
? ??????? ?? ???????????
80
—удовые электроэнергетические комплексы и системы
????? ?????????? ???????? ????????? ?????????? ?????????? ? ?????????? ??????????,
??????? ????????? ? ?????????? ???????? ?. ?? ? ????? ???????? ?????????? ????????????
????????? ????????? ? ?? ???????? ?????? (??????? ? ????, ??? ?????????? ??????????? ??????? ????????? ???????? ??? ??????? ?). ??? ???????? ? ?????????? ?????????? ??????????
? ??????????? ???????????? (??????????? ????? ??? ????????), ?? ????? ????? ???????? ?????????? ??????????? ?????????? C . ????????????? ?????????? ??????? ? ??????? ??????
??????????? ??????????. ?????? ????? ??????????? ??????????? ???????? ????????????? ??
??????? ? ????????? ??? ?????? ???????????? ???????? ?? ????????? ????????? ???????
? (µ? = 0,01µ), ? ?????????? ???? ????????? ?????????? ? ?????????? (???. 4).
???. 4. ??????????? ??????? ??????????? ??????????? ???????
? ??????????? ??????????? ??????????
???. 5 ?????????? ??????????? ????? ??????????????, ??????? ????????? ???????? ??
???????? ? ? ???????????? Ak, Bk ????????.
x1(n) = sin?t (n)
x2(n) = cos?t (n)
?
x2N?1(n) = sinN?t (n)
x2N(n) = cosN?t (n)
?(n)
?
???. 5. ??????????? ????? ??????????????, ???????????? ???????? ?? ???????? ?
? ???????????? Ak, Bk ???????? ??????? y
81
ISSN 2073-1574. ¬естник ј√“”. —ер.: ћорска¤ техника и технологи¤. 2016. ? 3
?????????? ??????? ?????????? ??????? ??????? ?????????? ???. ? ?????????? ???
?????????? ???????? ?????????? ? ?????? ???? ????. ????? ?????????? ?????? ?? ??????
?????????????? ???????, ?? ? ?????? ????????? ?????????? (??????????) ? ?????? ????????????? ?????????????, ????? ?????????? ???????? ??????????? ??? ?????????????? ?????????? ?????????? ?????????? (??) ???????????? ???????????? ???????? ???????, ?. ?. ??????
?????????? ?? [16?17]. ????? ???????, ????? ?????????????? (???. 5) ?????? ??? (???. 6):
?
Aasin(?t + ?a)
?
?n-1
?
µ???
?E
??
µ?
?E
??
µ???
Absin(?t + ?b)
µ?
µA?A
µA
???. 6. ??????????? ????? ?????????????? ?????? ?????????? ????
???????? ?? ??????? ???????????? ??, ??????? ?????????? ??? ??????????? ?????????, ????? ???????????, ??????? ???????? ?????????? ????.
????????????? ?????????????? ??????? ????? ??????????? ? ??????? ????? (???. 5)
? ??? ????????, ??? ??????? ? ???????????? ???? ??? ??? ?????? ?? ?????? ??????????, ? ? ???
??????? ????????????? ??? ????????? ?????????? ????? ? ?????????? ????.
????????? ????????????? ???????? ????????????? ??????????????? ??????? ???????? ?? ???. 7.
zi01
? T?
u ?1i ?
? N?
2
1 i
? ( z1,1 ) 0,002
2 1= i
???. 7. ????????? ???????? ??????? ????????????? ??????????????? ???????
82
—удовые электроэнергетические комплексы и системы
??? ??????? ????????? ????????????? ??????? ???????? ??????? ?????? ? ???????? ???????, ??????? ???????? ?? ????????????????? ?????????. ????? ???????? ???? ?????? ? ???????
?????????? ???, ????? ?????????? ?????????? ????????? ???????????????????? ?????? ????????? ? ????????? ?????? ? ????.
??????????
????????? ?????????? ?????????? ???????? ?????????????? ? ?????????? ???, ????????
??? ???????? ?????? ???????? ???????????????? ???.
??????????? ???????????? ?????? ???????????? ?????????? ??? (??????????
??????????? ???????? ??????????????) ? ?????????? ???.
?????? ?????? ????????????? ? ???????? ??????? ?????????? ??????? ????????????
?????????? ???.
?????? ??????????
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?????????? ??? ??????? ????????????????????? ?????? // ?????. ???. ??-?? ???. ? ???. ????? ??. ???.
?. ?. ????????. 2014. ? 3 (25). ?. 68?75.
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15. ?????? ?. ?., ???????? ?. ?. ????????????? ??????? ?????????? ???????? ??? ?????????? ????????? ? ??????? ????????? ??????? ????????????????????? ?????? // ????.-????. ?????. ?????-??????.
???. ????????. ??-??. ???????????. ????????????????. ??????????. 2014. ? 3 (198). ?. 28?36.
16. Zhilenkov A., Chernyi S. Investigation Performance of Marine Equipment with Specialized Information
Technology // Procedia Engineering. 2015. Vol. 100. P. 1247?1252.
17. Chernyi S., Zhilenkov A. Modeling of Complex Structures for the Ship?s Power Complex Using XILINX
System // Transport and Telecommunication. 2015. Vol. 16 (1). P. 73?82.
?????? ????????? ? ???????? 16.05.2016
83
ISSN 2073-1574. ¬естник ј√“”. —ер.: ћорска¤ техника и технологи¤. 2016. ? 3
»Ќ‘ќ–ћј÷»я ќЅ ј¬“ќ–ј’
Ѕордюг јлександр —ергеевич ? –осси¤, 298309, ерчь; ерченский государственный
морской технологический университет; ассистент кафедры электрооборудовани¤ судов
и автоматизации производства; Laboratory45@yandex.ru.
“итов »ван Ћеонидович ? –осси¤, 298309, ерчь; ерченский государственный морской технологический университет; ассистент кафедры электрооборудовани¤ судов
и автоматизации производства; vanya-titov-1993@mail.ru.
∆елезн¤к јлександр јлександрович ? –осси¤, 298309, ерчь; ерченский государственный морской технологический университет; ассистент кафедры электрооборудовани¤ судов и автоматизации производства; Zheleznyak13@mail.ru.
A. S. Bordyug, I. L. Titov, A. A. Zheleznyak
MODELING ELEMENTS FOR IDENTIFICATION AND CONTROL
OF THE SYSTEM PARAMETERS FOR INTELLECTUAL DECISION-MAKING SUPPORT
Abstract. The problem has been reviewed when calculating the nominal power capacity of the
filter-compensating device the non-active power consumed by the load from the power source
should be taken into account; in the process of operation the compensating device may maintain the
required parameter of the electric energy quality regulating the various parameters of quality within
the nominal range. There has been considered a way to indentify the circuit current and voltage
harmonics in the real time in order to apply in the system of the intellectual decision-making support for optimal governing of the filter-compensating device.
Key words: power, power energy systems, filter-compensating devices, load, intellectual systems, identification, optimal control.
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19, pp. 195?206.
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IEEE Transactions on Power Systems, 1990, vol. 5, no. 4, pp. 1098?1104.
84
—удовые электроэнергетические комплексы и системы
13. Mori H. An Artificial Neural Network Based Method for Power System Voltage Harmonics. IEEE
Transactions on Power Delivery, 1992, vol. 7, no. 1, pp. 402?409.
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15. Chernyi S. G., Zhilenkov A. A. Identifikatsiia vneshnikh parametrov signalov dlia ekspertnykh podsistem v sostave ustroistv sudovykh elektroenergeticheskikh sistem [Identification of external signal parameters for
expert subsystems in the structure of marine electric power systems]. Nauchno-tekhnicheskie vedomosti SanktPeterburgskogo gosudarstvennogo politekhnicheskogo universiteta. Informatika. Telekommunikatsii. Upravlenie,
2014, no. 3 (198), pp. 28?36.
16. Zhilenkov A., Chernyi S. Investigation Performance of Marine Equipment with Specialized Information
Technology. Procedia Engineering, 2015, vol. 100, pp. 1247?1252.
17. Chernyi S., Zhilenkov A. Modeling of Complex Structures for the Ship?s Power Complex Using XILINX System. Transport and Telecommunication, 2015, vol. 16 (1), pp. 73?82.
The article submitted to the editors 16.05.2016
INFORMATION ABOUT THE AUTHORS
Bordyug Alexander Sergeevich ? Russia, 298309, Kerch; Kerch State Marine Technological University; Assistant of the Department of Marine Electrical Equipment and Industrial
Automation; Laboratory45@yandex.ru.
Titov Ivan Leonidovich ? Russia, 298309, Kerch; Kerch State Marine Technological University; Assistant of the Department of Marine Electrical Equipment and Industrial Automation;
vanya-titov-1993@mail.ru.
Zheleznyak Alexander Aleksandrovich ? Russia, 298309, Kerch; Kerch State Marine
Technological University; Assistant of the Department of Marine Electrical Equipment and
Industrial Automation; Zheleznyak13@mail.ru.
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