A novel Kalman filter for frequency estimation of distorted signals in power systems

被引：266

作者：

Routray, A ^{[1
]}

Pradhan, AK ^{[1
]}

Rao, KP ^{[1
]}

机构：

[1] Indian Inst Technol, Dept Elect Engn, Kharagpur 721302, W Bengal, India

来源：

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | 2002年 / 51卷 / 03期

关键词：

filter stability; frequency estimation; Kalman filter; power system measurement;

D O I：

10.1109/TIM.2002.1017717

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A simple and novel approach in the design of an extended Kalmian filter (EKF) for the measurement of power system frequency has been presented in this paper. The design principles and the validity of the model have been outlined. The performance of this filter has been compared with some of the existing methods for estimating the frequency of a signal under noisy conditions. The feasibility of the proposed filter has been tested in the laboratory under worst-case measurement and network conditions, which might occur in a typical power system. Also, the proof of the stability for the proposed filter has been discussed for a single sinusoid. It hats been found that the proposed algorithm is suitable for real-time! applications especially when the frequency changes are abrupt and the signal is corrupted with noise and other disturbances due to harmonics.

引用

页码：469 / 479

页数：11

共 16 条

[1] An extended complex Kalman filter for frequency measurement of distorted signals [J].

Dash, PK ;

Jena, RK ;

Panda, G ;

Routray, A .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2000, 49 (04) :746-753

[2] An adaptive neural network approach for the estimation of power system frequency [J].

Dash, PK ;

Swain, DP ;

Routray, A ;

Liew, AC .

ELECTRIC POWER SYSTEMS RESEARCH, 1997, 41 (03) :203-210

[3] Frequency estimation of distorted power system signals using extended complex Kalman filters [J].

Dash, PK ;

Pradhan, AK ;

Panda, G .

IEEE TRANSACTIONS ON POWER DELIVERY, 1999, 14 (03) :761-766

[4]

DASH PK, P EMPD 98, P143

[5] OFF-NOMINAL FREQUENCY MEASUREMENTS IN ELECTRIC-POWER SYSTEMS [J].

GIRAY, MM ;

SACHDEV, MS .

IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (03) :1573-1579

[6] ADAPTIVE ESTIMATION OF POWER-SYSTEM FREQUENCY DEVIATION AND ITS RATE OF CHANGE FOR CALCULATING SUDDEN POWER-SYSTEM OVERLOADS [J].

GIRGIS, AA ;

PETERSON, WL .

IEEE TRANSACTIONS ON POWER DELIVERY, 1990, 5 (02) :585-594

[7] OPTIMAL ESTIMATION OF VOLTAGE PHASORS AND FREQUENCY DEVIATION USING LINEAR AND NON-LINEAR KALMAN FILTERING - THEORY AND LIMITATIONS [J].

GIRGIS, AA ;

HWANG, TLD .

IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1984, 103 (10) :2943-2951

[8] IMPROVED SIMULATION-MODELS FOR CURRENT AND VOLTAGE TRANSFORMERS IN RELAY STUDIES [J].

LUCAS, JR ;

MCLAREN, PG ;

KEERTHIPALA, WWL ;

JAYASINGHE, RP .

IEEE TRANSACTIONS ON POWER DELIVERY, 1992, 7 (01) :152-159

[9] A NEW NUMERIC TECHNIQUE FOR HIGH-SPEED EVALUATION OF POWER-SYSTEM FREQUENCY [J].

MOORE, PJ ;

CARRANZA, RD ;

JOHNS, AT .

IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1994, 141 (05) :529-536

[10] A nonlinear filter for estimating a sinusoidal signal and its parameters in white noise: On the case of a single sinusoid [J].

Nishiyama, K .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (04) :970-981

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