NDLI: An islanding detection methodology combining decision trees and Sandia frequency shift for inverter-based distributed generations

Content Provider	IET Digital Library
Author	Azim, Riyasat Li, Fangxing Xue, Yaosuo Starke, Michael Wang, Honggang
Abstract	Distributed generations (DGs) for grid-connected applications require an accurate and reliable islanding detection methodology (IDM) for secure system operation. This study presents an IDM for grid-connected inverter-based DGs. The proposed method is a combination of passive and active islanding detection techniques for aggregation of their advantages and elimination/minimisation of the drawbacks. In the proposed IDM, the passive method utilises critical system attributes extracted from local voltage measurements at target DG locations as well as employs decision tree-based classifiers for characterisation and detection of islanding events. The active method is based on Sandia frequency shift technique and is initiated only when the passive method is unable to differentiate islanding events from other system events. Thus, the power quality degradation introduced into the system by active islanding detection techniques can be minimised. Furthermore, a combination of active and passive techniques allows detection of islanding events under low power mismatch scenarios eliminating the disadvantage associated with the use of passive techniques alone. Detailed case study results demonstrate the effectiveness of the proposed method in detection of islanding events under various power mismatch scenarios, load quality factors and in the presence of single or multiple grid-connected inverter-based DG units.
Starting Page	4104
Ending Page	4113
Page Count	10
ISSN	17518687
Volume Number	11
e-ISSN	17518695
Issue Number	Issue 16, Nov (2017)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-gtd/11/16
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2016.1617
Journal	IET Generation, Transmission & Distribution
Publisher Date	2017-07-13
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Active Islanding Detection Technique Combinatorial Mathematics Decision Tree Decision Tree-based Classifier Distributed Power Generation Grid-connected Application Inverter-based Distributed Generation Invertors Islanding Detection Methodology Load Quality Factor Multiple Grid-connected Inverter-based DG Unit Passive Islanding Detection Technique Pattern Classification Power Generation Economics Power Grid Power Mismatch Scenario Power Quality Degradation Power Supply Quality Power System Control Power System Economics Power System Managemen Power System Operation Power System Operation Security Power System Security Sandia Frequency Shift Technique
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

An islanding detection methodology combining decision trees and Sandia frequency shift for inverter-based distributed generations

Hybrid islanding detection technique for single-phase grid-connected photovoltaic multi-inverter systems

Investigation of multi-inverter distributed generation resident Sandia frequency shift anti-islanding method

A hybrid islanding detection technique for inverter based distributed generations

Hybrid SFS and Q-f Islanding Detection Method for inverter-based DG

Hybrid fuzzy anti-islanding for grid-connected and islanding operation in distributed generation systems

The renewable energy sources-based dg.

Adaptive Fuzzy Sandia Frequency-Shift Method for Islanding Protection of Inverter-Based Distributed Generation

Frequency fuzzy anti-islanding for grid-connected and islanding operation in distributed generation systems

An islanding detection methodology combining decision trees and Sandia frequency shift for inverter-based distributed generations

Similar Documents

An islanding detection methodology combining decision trees and Sandia frequency shift for inverter-based distributed generations

Hybrid islanding detection technique for single-phase grid-connected photovoltaic multi-inverter systems

Investigation of multi-inverter distributed generation resident Sandia frequency shift anti-islanding method

A hybrid islanding detection technique for inverter based distributed generations

Hybrid SFS and Q-f Islanding Detection Method for inverter-based DG

Hybrid fuzzy anti-islanding for grid-connected and islanding operation in distributed generation systems

The renewable energy sources-based dg.

Adaptive Fuzzy Sandia Frequency-Shift Method for Islanding Protection of Inverter-Based Distributed Generation

Frequency fuzzy anti-islanding for grid-connected and islanding operation in distributed generation systems

An islanding detection methodology combining decision trees and Sandia frequency shift for inverter-based distributed generations