Compensation of CT Distorted Secondary Current Waveform in Online Conditions

被引:24
作者
Haghjoo, Farhad [1 ]
Pak, Mohammad Hadi [1 ]
机构
[1] Shahid Beheshti Univ, Dept Elect Engn, Abbaspour Sch Engn, Tehran 1658953571, Iran
关键词
Artificial neural networks (ANNs); current transformers (CTs); error compensation; least square error (LSE); saturation; LEAST-SQUARE ESTIMATION; TRANSFORMER; SATURATION; ALGORITHM;
D O I
10.1109/TPWRD.2015.2448634
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
Current-transformer (CT) saturation phenomenon impacts the performance of the current-based protective relays and leads them to malfunction; so detecting and resolving such phenomenon are important issues in power system protection. This paper provides a modification for two well-established algorithms: 1) least square error and 2) artificial neural network to compensate and reconstruct CT's distorted secondary current waveform (CTDISCW). The effectiveness of an online algorithm is its operating capability in noisy environments and in the presence of travelling waves generated by any event. In addition, this algorithm must be stable against any normal variation in network structure. Then, both mentioned methods need to be modified to present proper results with an acceptable error in online conditions. In this paper, a real CT is considered to simulate, and a section of the Iranian power network is selected to generate CTDISCWs using the modeled CT, and to evaluate the proposed algorithms' performance.
引用
收藏
页码:711 / 720
页数:10
相关论文
共 38 条
[1]   Compensation of the Current-Transformer Saturation Effects for Digital Relays [J].
Ajaei, Firouz Badrkhani ;
Sanaye-Pasand, Majid ;
Davarpanah, Mahdi ;
Rezaei-Zare, Afshin ;
Iravani, Reza .
IEEE TRANSACTIONS ON POWER DELIVERY, 2011, 26 (04) :2531-2540
[2]  
[Anonymous], 2012, NUMERICAL DIFFERENTI
[3]  
[Anonymous], CURRENT TRANSFORMERS
[4]   RELAY PERFORMANCE CONSIDERATIONS WITH LOW RATIO CTS AND HIGH FAULT CURRENTS [J].
BARNETT, CW ;
CHADWICK, JW ;
DRUM, PR ;
KHUNKHUN, KJ ;
KOTHEIMER, WC ;
KOTOS, PA ;
LINDERS, JR ;
SMAHA, DW ;
WALTON, JW ;
WINSTON, PB ;
ZOCHOLL, SE ;
LINDERS, JR ;
ELMORE, WA .
IEEE TRANSACTIONS ON POWER DELIVERY, 1993, 8 (03) :884-897
[5]   GAPPED CORE CURRENT TRANSFORMER CHARACTERISTICS AND PERFORMANCE [J].
BOZOKI, B .
IEEE TRANSACTIONS ON POWER DELIVERY, 1990, 5 (04) :1732-1740
[6]   Characterization and Error Compensation of a Rogowski Coil in the Presence of Harmonics [J].
Cataliotti, Antonio ;
Di Cara, Dario ;
Emanuel, Alexander E. ;
Nuccio, Salvatore ;
Tine, Giovanni .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2011, 60 (04) :1175-1181
[7]   Dynamic Bayesian modelling of non-stationary stochastic systems using constrained least square estimation and gradient descent optimisation [J].
Cho, H. Cheol ;
Kim, N. H. .
IET SIGNAL PROCESSING, 2012, 6 (06) :608-615
[8]   Linear least-square estimation algorithms involving correlated signal and noise [J].
Fernández-Alcalá, RM ;
Navarro-Moreno, J ;
Ruiz-Molina, JC .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (11) :4227-4235
[9]   Accuracy Analysis of Algorithms Adopted in Voltage Dip Measurements [J].
Gallo, Daniele ;
Landi, Carmine ;
Luiso, Mario .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2010, 59 (10) :2652-2659
[10]   Estimation of primary current in saturated current transformer using flexible neural network [J].
Ge, B ;
de Almeida, AT ;
Ferreira, FJTE .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2006, 28 (01) :81-91