Comparative Study of Different Approaches for Islanding Detection of Distributed Generation Systems
Authors:
- Ashish ShresthaAshish Shrestha
- Roshan KattelRKRoshan Kattel
- Manish DachhepaticMDManish Dachhepatic
- Bijen MaliBMBijen Mali
- Rajiv ThapaRTRajiv Thapa
- Ajay SinghASAjay Singh
- Diwakar BistaDBDiwakar Bista
- Brijesh AdhikaryBABrijesh Adhikary
- Antonis PapadakisAPAntonis Papadakis
- Ramesh Kumar MaskeyRMRamesh Kumar Maskey
Open Access
- 23 July 2019
- journal article
- research article
- Published by MDPI AG in Applied System Innovation
- Vol. 2 (3) , 25
Abstract
The issue of unintentional islanding in grid interconnection still remains a challenge in grid-connected, Distributed Generation System (DGS). This study discusses the general overview of popular islanding detection methods. Because of the various Distributed Generation (DG) types, their sizes connected to the distribution networks, and, due to the concern associated with out-of-phase reclosing, anti-islanding continues to be an issue, where no clear solution exists. The passive islanding detection technique is the simplest method to detect the islanding condition which compares the existing parameters of the system having some threshold values. This study first presents an auto-ground approach, which is based on the application of three-phase, short-circuit to the islanded distribution system just to reclose and re-energize the system. After that, the data mining-decision tree algorithm is implemented on a typical distribution system with multiple DGs. The results from both of the techniques have been accomplished and verified by determining the Non-Detection Zone (NDZ), which satisfies the IEEE standards of 2 s execution time. From the analysis, it is concluded that the decision tree approach is effective and highly accurate to detect the islanding state in DGs. These simulations in detail compare the old and new methods, clearly highlighting the progress in the field of islanding detection.Keywords
Funding Information
- EnergizeNepal Project, Royal Norwegian Embassy at Nepal (ENEP-CEPE-18-01)
This publication has 64 references indexed in Scilit:
- A novel hybrid islanding detection method for inverter-based distributed generation based on frequency driftAustralian Journal of Electrical and Electronics Engineering, 2014
- A review of islanding detection techniques for renewable distributed generation systemsRenewable and Sustainable Energy Reviews, 2013
- Review of storage schemes for wind energy systemsRenewable and Sustainable Energy Reviews, 2013
- Classification and regression treesWIREs Data Mining and Knowledge Discovery, 2011
- Review of anti-islanding techniques in distributed generatorsRenewable and Sustainable Energy Reviews, 2010
- Grid-connected photovoltaic power systems: Technical and potential problems—A reviewRenewable and Sustainable Energy Reviews, 2010
- Integrating distributed generation into electric power systems: A review of drivers, challenges and opportunitiesElectric Power Systems Research, 2007
- Distributed generation: definition, benefits and issuesEnergy Policy, 2005
- Decision trees and transient stability of electric power systemsAutomatica, 1991
- An artificial intelligence framework for online transient stability assessment of power systemsIEEE Transactions on Power Systems, 1989