NDLI: Non-communication protection scheme for power transmission system based on transient currents, HHT and SVM

Content Provider	IET Digital Library
Author	Guo, Zhenwei Yang, Shengjie Yu, Wen Xin Zhang, Lieping Zhong, Zhixian Sui, Yong Bo
Abstract	How to improve the reliability has been a challenging task for transient protection, which has been affected seriously by the fault initial angle (FIA) and transient resistance (TR). Based on support vector machine (SVM), a novel smart transient protection method is presented in this study, which protects a bus and two transmission lines connected to the bus. The method is based on the measurements from the two close-in ends of the two lines. Hilbert–Huang transform is used to extracting instantaneous amplitude from the measured currents. The fault area is determined from the two instantaneous amplitude-integral (IA) of the transient fault currents, the difference of the two IAs, FIA, and the TR. SVM is utilised to determine the fault area. Two IAIs, difference of IAs, FIA and TR are treated as the input to SVMs. Faults with different FIA and TR are treated as a different class of fault, respectively. Correspondingly, a different criterion of discrimination is automatically employed by SVMs for a different fault class. The influence of FIA and TR is eliminated significantly, and the reliability of protection is enhanced substantially. The performance of the method is tested using ATP/EMTP with satisfactory results.
Starting Page	2816
Ending Page	2824
Page Count	9
ISSN	17518687
Volume Number	12
e-ISSN	17518695
Issue Number	Issue 12, Jul (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-gtd/12/12
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2017.0862
Journal	IET Generation, Transmission & Distribution
Publisher Date	2017-11-17
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	ATP-EMTP Bus Fault Current Fault Initial Angle FIA HHT Hilbert Transform Hilbert-Huang Transform Instantaneous Amplitude Extraction Instantaneous Amplitude Integral Integral Transforms Knowledge Engineering Technique Noncommunication Protection Scheme Power Engineering Computing Power System Protection Power System Transients Power Transmission Line Power Transmission Protection Power Transmission Reliability Power Transmission System Power Transmission, Distribution And Supply Reliability Smart Transient Protection Method Support Vector Machine SVM Transient Fault Current Transient Protection Transient Resistance Transmission Line
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

Hilbert–Huang transform-based transient busbar protection algorithm

Microgrid protection using Hilbert–Huang transform based-differential scheme

Distance protection algorithm for multiterminal HVDC systems using the Hilbert–Huang transform

Behavior Investigations of Superconducting Fault Current Limiters in Power Systems

Fault location scheme for a multi-terminal transmission line using synchronized Voltage measurements

Detection and classification of micro-grid faults based on HHT and machine learning techniques

A Hilbert–Huang Transform-Based Adaptive Fault Detection and Classification Method for Microgrids

Adaptive Overhead Transmission Lines Auto-Reclosing Based on Hilbert–Huang Transform

Design and development of travelling-wave-frequency-based transmission line fault locator using TMS320 DSP

Non-communication protection scheme for power transmission system based on transient currents, HHT and SVM

Similar Documents

Hilbert–Huang transform-based transient busbar protection algorithm

Microgrid protection using Hilbert–Huang transform based-differential scheme

Distance protection algorithm for multiterminal HVDC systems using the Hilbert–Huang transform

Behavior Investigations of Superconducting Fault Current Limiters in Power Systems

Fault location scheme for a multi-terminal transmission line using synchronized Voltage measurements

Detection and classification of micro-grid faults based on HHT and machine learning techniques

A Hilbert–Huang Transform-Based Adaptive Fault Detection and Classification Method for Microgrids

Adaptive Overhead Transmission Lines Auto-Reclosing Based on Hilbert–Huang Transform

Design and development of travelling-wave-frequency-based transmission line fault locator using TMS320 DSP

Non-communication protection scheme for power transmission system based on transient currents, HHT and SVM