Operating Conditions Forecasting for Monitoring and Control of Electric Power Systems

被引：0

作者：

Voropai, N. I. ^{[1
,2
]}

Glazunova, A. M.

Kurbatsky, V. G. ^{[3
,4
]}

Sidorov, D. N. ^{[5
,6
]}

Spiryaev, V. A.

Tomin, N. V. ^{[3
]}

机构：

[1] Russian Acad Sci, Energy Syst Inst, Siberian Energy Inst, Irkutsk, Russia

[2] Irkutsk Tech Univ, Irkutsk, Russia

[3] Russian Acad Sci, Energy Syst Inst, Irkutsk, Russia

[4] Int Res Inst Elect Engineers, New York, NY USA

[5] Trinity Coll Dublin, Dept Elect & Elect Engn, Dublin, Ireland

[6] CNRS, Compiegne, France

来源：

2010 IEEE PES CONFERENCE ON INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT EUROPE) | 2010年

关键词：

ANN; Electric power systems; forecasting Kalman filter; monitoring;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Two approaches are proposed for short-term forecast of the parameters of expected operating conditions. The Kalman filter based algorithms and the modern technologies of an artificial intelligence and nonlinear optimization algorithms are employed for dynamical state estimation. The new approach combining the artificial neural networks and the Hilbert-Huang transform is designed in order to increase the accuracy of operating conditions forecasting. Numerical experiments on real time series have demonstrated the improvement of the prediction.

引用

页数：7

共 50 条

[21] About electric power quality monitoring systems for quality control of electrical power in power industry
Tukhas, V. A.
7TH INTERNATIONAL SYMPOSIUM ON ELECTROMAGNETIC COMPATIBILITY AND ELECTROMAGNETIC ECOLOGY, PROCEEDINGS, 2007, : 16 - 19
[22] Monitoring Operating Conditions of Wireless Power Transfer Systems Using Distributed Estimation Process
Rana, Md Masud
Abdelhadi, Ahmed
Shireen, Wajiha
2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2021,
[23] Operating Model for Automatic Control Security Conditions of the Electrical Power Systems. .
Dumnitriu, C.
Dumitriu, Lucia
Bostan, V.
Buletinul Institutului Politehnic Bucuresti. Seria electrotehnica, 1987, 49 : 95 - 102
[24] Model predictive control of electric power systems under emergency conditions
Zima, M
Andersson, G
REAL-TIME STABILITY IN POWER SYSTEMS: TECHNIQUES FOR EARLY DETECTION OF THE RISK OF BLACKOUT, 2006, : 273 - +
[25] CONTROL OF CONDITIONS IN ELECTRIC-POWER SYSTEMS USING DISCRETE SOURCES OF REACTIVE POWER
STROYEV, VA
CHEKHOV, VI
ASLANYAN, SK
ELECTRICAL TECHNOLOGY, 1990, (04): : 67 - 77
[26] Cyber resilience models of systems for monitoring and operational dispatch control of electric power systems
Kolosok, I
Gurina, L.
IFAC PAPERSONLINE, 2022, 55 (09): : 485 - 490
[27] Control of electric power systems
Mahmoud, Magdi S.
Ismail, Abdulla
1639, Taylor and Francis Inc. (43):
[28] Recommendations Regarding Methods of Analysis of the Reliability of the Equipment of Electric Power Systems in Operating Conditions.
Kudryashov, G.R.
Izvestiya AN SSSR: Energetika i Transport, 1975, (03): : 86 - 93
[29] Optimization of Operating Conditions of Electric Power Systems by Generalized Simplex Method of Nonlinear Programming.
Geraskin, O.T.
1978, (09): : 9 - 13
[30] Algorithm for Calculating Transient Parameters of Breakdown Operating Conditions of Autonomous Electric Power Systems.
Kucherov, Yu.N.
Fishov, A.G.
Yashchuk, L.N.
Izvestia Sibirskogo otdelenia Akademii nauk SSSR. Seria tehniceskih nauk, 1982, (08):

← 1 2 3 4 5 →