Study on a New Method of Transformer Differential Protection

As one of the differential protection problems, misinterpretation of inrush current has caused many faults. Aiming at this problem, a new method to identify inrush current based on wavelet neural network is put forward. Firstly, this paper makes a quantitative analysis of signal-phase inrush current. After using PSCAD/EMTDC software to establish simulation models of both short circuit current and inrush current, db5 wavelet is selected to extract characteristic quantity of currents. According to the 'higher energy' characteristic of inrush current's waveform, this paper takes energy characteristic values as feature space of LM improved algorithm pattern recognition, uses the classificatory function of BP neural network to identify inrush current, and chooses 972 groups of samples to train neural network. Error distributions of all samples' output prove that this method is correct. Finally, this paper proposes a new criterion to identify inrush current. It verifies that the speed, sensitivity and reliability of transformer protection are improved by this method.

[1]  Pei Liu,et al.  A wavelet transform based scheme for power transformer inrush identification , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[2]  Hu Yu The comparison of several harmonic-restrain algorithms used in microprocessor-based transformer relay , 2000 .

[3]  Liu Jia-jun A Method to Identify Inrush Current of Transformer Based on Wavelet Theory and Multiresolution Analysis , 2007 .

[4]  Bi Da,et al.  Identification of transformer magnetizing inrush based on equivalent instantaneous inductance in nonsaturation zone , 2005 .

[5]  D. W. Nicoletti,et al.  A wavelet-based differential transformer protection , 1999 .

[6]  A. G. Phadke,et al.  A New Computer-Based Flux-Restrained Current-Differential Relay for Power Transformer Protection , 1983, IEEE Power Engineering Review.

[7]  Chu Yun-long Study on Transformer Protection Principle Based on Equivalent Circuit Equilibrium Equation , 2006 .

[8]  Chen De VIRTUAL THIRD HARMONIC RESTRAINED TRANSFORMER DIFFERENTIAL PROTECTION PRINCIPLE AND PRACTICE , 2001 .

[9]  Dong Xinzhou Method for exciting inrush detection in transformers using wavelet transform , 2002 .

[10]  Zoran Obradovic,et al.  Training an artificial neural network to discriminate between magnetizing inrush and internal faults , 1994 .

[11]  Liu Pei The simulation of the scheme of second harmonic restraint for power transformer , 2003 .

[12]  W. E. Glassburn,et al.  A Transformer Differential Relay with Second-Harmonic Restraint , 1958, Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems.