NDLI: Enhancing the performance of transmission line directional relaying, fault classification and fault location schemes using fuzzy inference system

Content Provider	IET Digital Library
Author	Yadav, Anamika Swetapadma, Aleena
Abstract	This study aims to improve the performance of transmission line directional relaying, fault classification and fault location schemes using fuzzy system. Three separate fuzzy inference system are designed for complete protection scheme for transmission line. The proposed technique is able to accurately detect the fault (both forward and reverse), locate and also identify the faulty phase(s) involved in all ten types of shunt faults that may occur in a transmission line under different fault inception angle, fault resistances and fault location. The proposed method needs current and voltage measurements available at the relay location and can perform the fault detection and classification in about a half-cycle time. The proposed fuzzy logic based relay has less computation complexity and is better than other AI based methods such as artificial neural network, support vector machine, and decision tree (DT) etc. which require training. The percentage error in fault location is within 1 km for most of the cases. Fault location scheme has been validated using χ2 test with 5% level of significance. Proposed scheme is a setting free method and is suitable for wide range of parameters, fault detection time is less than half cycle and relay does not show any reaching mal-operation so it is reliable, accurate and secure.
Starting Page	580
Ending Page	591
Page Count	12
ISSN	17518687
Volume Number	9
e-ISSN	17518695
Issue Number	Issue 6, Apr (2015)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-gtd/9/6
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2014.0498
Journal	IET Generation, Transmission & Distribution
Publisher Date	2015-02-05
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	AI Based Method Artificial Neural Network Computation Complexity Computational Complexity Current Measurement Fault Classification Fault Detection Fault Diagnosis Fault Inception Angle Fault Location Scheme Fault Resistance Formal Logic Fuzzy Inference System Fuzzy Logic Fuzzy Logic Based Relay Fuzzy Reasoning Half-cycle Time Knowledge Engineering Technique Power Engineering Computing Power System Protection Power Transmission Line Power Transmission Protection Power Transmission, Distribution And Supply Relay Location Relay Protection Shunt Fault Support Vector Machine Transmission Line Directional Relaying Performance Enhancement Transmission Line Protection Scheme Voltage Measurement
Content Type	Text
Resource Type	Article
Subject	Control and Systems Engineering Energy Engineering and Power Technology Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Fuzzy-logic-based fault classification scheme for digital distance protection

Improved first zone reach setting of artificial neural network-based directional relay for protection of double circuit transmission lines

DT-based relaying scheme for fault classification in transmission lines using MODP

A new protection scheme for fault detection, direction discrimination, classification, and location in transmission lines

Universal pilot relaying scheme for series and shunt-compensated lines

Current-based directional relaying scheme to protect series compensated transmission lines used to transmit bulk power produced by power electronics interfaced renewable energy power plants

Wavelet-alienation based transmission line protection scheme

Resilient protection scheme preserving system integrity during stressed condition

Fuzzy logic based on-line fault detection and classification in transmission line

Enhancing the performance of transmission line directional relaying, fault classification and fault location schemes using fuzzy inference system

Similar Documents

Fuzzy-logic-based fault classification scheme for digital distance protection

Improved first zone reach setting of artificial neural network-based directional relay for protection of double circuit transmission lines

DT-based relaying scheme for fault classification in transmission lines using MODP

A new protection scheme for fault detection, direction discrimination, classification, and location in transmission lines

Universal pilot relaying scheme for series and shunt-compensated lines

Current-based directional relaying scheme to protect series compensated transmission lines used to transmit bulk power produced by power electronics interfaced renewable energy power plants

Wavelet-alienation based transmission line protection scheme

Resilient protection scheme preserving system integrity during stressed condition

Fuzzy logic based on-line fault detection and classification in transmission line

Enhancing the performance of transmission line directional relaying, fault classification and fault location schemes using fuzzy inference system