Fault Events Recognition to Design a Current Based Transmission Line Protection Scheme Using Signal Processing Techniques

被引:0
|
作者
Chouhan, Dharmendra [1 ]
Bhaskar, M. K. [1 ]
Mahela, Om Prakash [2 ]
机构
[1] Jai Narain Vyas Univ, MBM Engn Coll, Dept Elect Engn, Jodhpur, Rajasthan, India
[2] Rajasthan Rajya Vidhyut Prasaran Nigam Ltd, Power Syst Planning Div, Jaipur, Rajasthan, India
关键词
Decision Rules; Fault Event; Hybrid Signal; Processing Technique; Transmission Line; WIGNER DISTRIBUTION FUNCTION; WAVELET TRANSFORM; CLASSIFICATION; LOCATION;
D O I
10.1109/ICAECT54875.2022.9807896
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The current signals recoded on one terminal of a transmission line were processed using Stockwell transform (ST) and Hilbert transform (HT) in this paper to create a fault recognition algorithm (HT). There are two proposed indices: a Hilbert amplitude frequency index (HAFI) and a Stockwell summation median index (SSMI). Using a proper weight factor, the HAFI and SSMI are multiplied to get the combined fault index (CFI). The CFI is differentiated to compute the Hilbert Stockwell Derivative Fault Index (HSDFI) which is utilized for identification of faulty phases by comparing with a pre-set threshold value. The number of faulty phases is used to classify defective occurrences. Ground involvement was determined using a Hilbert Stockwell derivative ground fault index (HSDGFI), which was calculated using the same methodology that was used to analyse the zero sequence currents. Line to ground (LG) faults, double line (LL) faults, double line to ground (LLLG) faults, and three phase faults with ground are among the faults investigated (LLLG). This research is MATLAB-validated.
引用
收藏
页数:6
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