Title :
Phase-Space-Based Fault Detection in Distance Relaying
Author :
Samantaray, S.R.
Author_Institution :
Dept. of Electr. Eng., Nat. Inst. of Technol. Rourkela, Rourkela, India
Abstract :
This paper proposes an effective fault detection technique in distance relaying using phase space. This is based on an embedding theorem which shows that a time series can be mapped to a higher dimensional space called phase space through embedding. Thus, a sampled signal can be transformed in to the phase space so that its features can be more clearly viewed. The original signal is decoupled into two parts as: normal and disturbance part. The fault detection is easily achieved as the disturbance part of the signal produces an irregular shape compared to the shape produced from the normal part of the signal. The fault detection signal using phase space (FDPS), derived from phase-space transformation, effectively detects the faults in the transmission line with wide variations in operating conditions. The results from an extensive study indicate that the proposed FDPS can reliably detect the faults in distance relaying.
Keywords :
fault diagnosis; phase transformations; power transmission faults; power transmission lines; power transmission protection; relay protection; time series; distance relaying; fault detection signal; fault detection technique; phase-space transformation; phase-space-based fault detection; power transmission-line protection; time series; transmission lines; Discrete Fourier transforms; Electrical fault detection; Fault detection; Frequency; Neural networks; Neurons; Protective relaying; Relays; Resistance; Shape; Signal detection; Signal processing algorithms; Time domain analysis; Time series analysis; Distance relaying; fault detection; fault detection signal using phase space (FDPS); phase space;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2010.2058817