A survey on intelligent system application to fault diagnosis in electric power system transmission lines
Fault analysis and diagnosis constitute a relevant problem in power systems, with important
economic impacts for operators, maintenance agents and the power industry in general …
economic impacts for operators, maintenance agents and the power industry in general …
An overview of transmission line protection by artificial neural network: fault detection, fault classification, fault location, and fault direction discrimination
Contemporary power systems are associated with serious issues of faults on high voltage
transmission lines. Instant isolation of fault is necessary to maintain the system stability …
transmission lines. Instant isolation of fault is necessary to maintain the system stability …
Fault detection and classification in electrical power transmission system using artificial neural network
This paper focuses on the detection and classification of the faults on electrical power
transmission line using artificial neural networks. The three phase currents and voltages of …
transmission line using artificial neural networks. The three phase currents and voltages of …
New ANN method for multi-terminal HVDC protection relaying
This paper proposes a comprehensive novel multi-terminal HVDC protection scheme based
on artificial neural network (ANN) and high frequency components detected from fault …
on artificial neural network (ANN) and high frequency components detected from fault …
Fuzzy-logic-based fault classification scheme for digital distance protection
B Das, JV Reddy - IEEE transactions on power delivery, 2005 - ieeexplore.ieee.org
In this paper, a fuzzy-logic-based algorithm to identify the type of faults for digital distance
protection system has been developed. The proposed technique is able to accurately …
protection system has been developed. The proposed technique is able to accurately …
Novel filter based ANN approach for short-circuit faults detection, classification and location in power transmission lines
H Fathabadi - International Journal of Electrical Power & Energy …, 2016 - Elsevier
This paper presents a novel approach for detecting, classifying and locating short-circuit
faults in power transmission lines. Based on the proposed approach, a hybrid framework …
faults in power transmission lines. Based on the proposed approach, a hybrid framework …
Fuzzy ART neural network algorithm for classifying the power system faults
S Vasilic, M Kezunovic - IEEE Transactions on power delivery, 2005 - ieeexplore.ieee.org
This paper introduces advanced pattern recognition algorithm for classifying the
transmission line faults, based on combined use of neural network and fuzzy logic. The …
transmission line faults, based on combined use of neural network and fuzzy logic. The …
A rough membership neural network approach for fault classification in transmission lines
Z He, S Lin, Y Deng, X Li, Q Qian - … Journal of Electrical Power & Energy …, 2014 - Elsevier
Objective: This paper presents a new approach for fault classification in extra high voltage
(EHV) transmission line using a rough membership neural network (RMNN) classifier …
(EHV) transmission line using a rough membership neural network (RMNN) classifier …
[HTML][HTML] A novel transmission line relaying scheme for fault detection and classification using wavelet transform and linear discriminant analysis
A Yadav, A Swetapadma - Ain Shams Engineering Journal, 2015 - Elsevier
This paper proposes fault detection and classification scheme for transmission line
protection using WT and linear discriminant analysis (LDA). Current signals of each phase …
protection using WT and linear discriminant analysis (LDA). Current signals of each phase …
A fuzzy logic based fault classification approach using current samples only
RN Mahanty, PBD Gupta - Electric power systems research, 2007 - Elsevier
An approach for classification of transmission line faults is presented. The approach is
based on fuzzy logic and requires the consideration of the samples of three phase currents …
based on fuzzy logic and requires the consideration of the samples of three phase currents …