Journal ArticleDOI
A non-unit protection scheme for double circuit series capacitor compensated transmission lines
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TLDR
In this article, a non-unit protection scheme for series capacitor compensated transmission lines (SCCTL) using discrete wavelet transform and k-nearest neighbor (k-NN) algorithm is presented.About:
This article is published in Electric Power Systems Research.The article was published on 2017-07-01. It has received 39 citations till now. The article focuses on the topics: Fault detection and isolation & Stuck-at fault.read more
Citations
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Journal ArticleDOI
A Novel Fault Classification Scheme for Series Capacitor Compensated Transmission Line Based on Bagged Tree Ensemble Classifier
TL;DR: The feasibility of the proposed relaying scheme is tested on a modified WSCC 3-machine 9-bus system under different fault conditions using PSCAD/EMTDC, and the results indicate the proposed scheme to be fast and accurate.
Journal ArticleDOI
An artificial neural network‐based solution to locate the multilocation faults in double circuit series capacitor compensated transmission lines
Aleena Swetapadma,Anamika Yadav +1 more
Journal ArticleDOI
Combined DFT and Fuzzy Based Faulty Phase Selection and Classification in a Series Compensated Transmission Line
TL;DR: Test results corroborate the proposed CDFTF-based scheme reliability with wide variations in fault location, fault resistance, fault inception angle, evolving faults, compensation level, and heavy load interconnection.
Journal ArticleDOI
FDOST-Based Fault Classification Scheme for Fixed Series Compensated Transmission System
TL;DR: The standard deviation principle together with the fast discrete orthonormal s-transform and the decision tree and the FDOST is applied for the purpose of fault classification and confirms that the proposed method reliably classifies all types of faults with high efficacy.
Journal ArticleDOI
Fault location estimation for series-compensated double-circuit transmission line using parameter optimized variational mode decomposition and weighted P-norm random vector functional link network
TL;DR: The lesser computational complexity, faster learning speed, superior fault location estimation accuracy, and short event detection time prove that the proposed POVMD–WPRVFLN method can be implemented in the real power system for online fault recognition.
References
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Data Mining: Concepts and Techniques
TL;DR: This book presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects, and provides a comprehensive, practical look at the concepts and techniques you need to get the most out of real business data.
Journal ArticleDOI
Fault Classification and Section Identification of an Advanced Series-Compensated Transmission Line Using Support Vector Machine
TL;DR: The proposed method converges very fast with fewer numbers of training samples compared to neural-network and neuro-fuzzy systems which indicates fastness and accuracy of the proposed method for protection of the transmission line with TCSC.
Journal ArticleDOI
Usage of wavelet transform in the protection of series-compensated transmission lines
TL;DR: In this paper, a new method for the boundary protection of series-compensated transmission lines, as well as fault classification is presented, which is based on detecting distinct frequency bands contained in the transient fault current wave.
Journal ArticleDOI
A New PMU-Based Fault Location Algorithm for Series Compensated Lines
TL;DR: In this article, a fault location algorithm based on phasor measurement units (PMUs) for series compensated lines is proposed, which does not utilize the series device model or knowledge of the operation mode of the series devices to compute the voltage drop during the fault period.
Journal ArticleDOI
Wavelet fuzzy combined approach for fault classification of a series-compensated transmission line
TL;DR: In this article, a discrete wavelet transform integrated with a fuzzy logic system is designed for fault classification of a transmission line possessing a series capacitor at the midpoint, which uses information obtained from the wavelet decomposition of current signals for faulty phase selection and section identification.
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