Protection Scheme using Wavelet-Alienation-Neural Technique for UPFC Compensated Transmission Line

被引:18
|
作者
Rathore, Bhuvnesh [1 ]
Mahela, Om Prakash [2 ]
Khan, Baseem [3 ]
Padmanaban, Sanjeevikumar [4 ]
机构
[1] MBM Engn Coll, Dept Elect & Elect Engn, Jodhpur 342011, Rajasthan, India
[2] Rajasthan Rajya Vidyut Prasaran Nigam Ltd, Power Syst Planning Div, Jaipur 302005, Rajasthan, India
[3] Hawassa Univ, Dept Elect & Comp Engn, Hawassa 05, Ethiopia
[4] Aalborg Univ, Dept Energy Technol, Ctr Biol & Green Engn, DK-6700 Esbjerg, Denmark
来源
IEEE ACCESS | 2021年 / 9卷
关键词
Impedance; Power transmission lines; Automatic voltage control; Transmission line measurements; Fault location; Resistance; Wavelet transforms; Fault detection; fault classification; fault location; unified power flow controller (UPFC);
D O I
10.1109/ACCESS.2021.3052315
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fault analysis (detection, classification and location) of transmission network is of great importance in power system. A Wavelet-Alienation-Neural (WAN) technique has been developed for the fault analysis of Unified Power Flow Controller (UPFC) compensated transmission network. The detection and classification of various outages are accomplished by alienation of wavelet based approximate coefficients computed from current signals. The precise location of faults is carried out by an Artificial Neural Network fed from estimated approximate coefficients computed from voltage and current signals of the same quarter cycle. The robustness of the algorithm is proved with the case studies of varying fault locations, sampling frequency, system parameters, effects of noise, fault incipient angle, different control strategies and fault path impedances.
引用
收藏
页码:13737 / 13753
页数:17
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