International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 108

M.Tech / M.E / PhD Thesis | Electrical Engineering | India | Volume 5 Issue 5, May 2016


Identification of Type & Location of a Fault in a Distributed Generation System Using Neural Network

Saurabh Awasthi, Ranjay Singh


Abstract: Distributed generation system offers several distinguish advantages over conventional centralized generation system. However protection scheme of such system has always been a challenge as it can leads to numerous unwanted situation such as reclosing failure. This paper proposes a Neural Network based method to identify the location and type of a particular fault that may occur in a distribution network operated with Distributed generation system. A distributed network with DG has been considered for data generation and based upon the data so collected in terms of sample of Voltage and current, after simulation, training, testing and validation of Neural Network is carried out. In the event of any fault within the system the trained neural network identify its type and location on account of the pattern recorded earlier.


Keywords: Distributed Generation, Renewable Energy systems, Neural Network, Simulation, Distribution Network


Edition: Volume 5 Issue 5, May 2016,


Pages: 2059 - 2065


How to Cite this Article?

Saurabh Awasthi, Ranjay Singh, "Identification of Type & Location of a Fault in a Distributed Generation System Using Neural Network", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=NOV163910, Volume 5 Issue 5, May 2016, 2059 - 2065

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Distributed Generation'

Downloads: 107

Review Papers, Electrical Engineering, Pakistan, Volume 3 Issue 7, July 2014

Pages: 1243 - 1247

Prospects of Using DG with Effective Energy Storage System for the Reduction of Line Loss in Distribution Network

M. Jehangir Khan, M. Iftikhar Khan

Share this Article

Downloads: 108

Research Paper, Electrical Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1732 - 1738

Integration of Storage Device using Full-Bridge Forward Dc-Dc Converter for a Residential Microgrid Application

U. V. Suresh Prasad, K. N. S. Durga Prakash

Share this Article

Similar Articles with Keyword 'Renewable Energy systems'

Downloads: 114

Research Paper, Electrical Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1160 - 1165

Grid-connected Photovoltaic Power System Using Boost Half- Bridge Converter and MPPT Algorithm

P. Murali, T. Muni Prakash

Share this Article

Downloads: 136

Research Paper, Electrical Engineering, Egypt, Volume 2 Issue 6, June 2013

Pages: 342 - 345

Design and Cost Analysis of Hybrid Renewable Energy for Water Desalination in Remote Areas

Ahmed I. Mohamed

Share this Article

Similar Articles with Keyword 'Neural Network'

Downloads: 105

Research Paper, Electrical Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2632 - 2638

Stabilization of Non-Linear System Using Single Input Neuro-Fuzzy Logic Controller Based on Radial Basis Function Network

Ravi Kumar Soni, Dr. M. J. Nigam

Share this Article

Downloads: 107

Research Paper, Electrical Engineering, China, Volume 5 Issue 3, March 2016

Pages: 1470 - 1473

Based on Multi-FPGA Neuron Simulation Hardware Platform

Aiqing Zhao, Huiyan Li

Share this Article

Similar Articles with Keyword 'Simulation'

Downloads: 170 | Monthly Hits: ⮙1

Comparative Studies, Electrical Engineering, India, Volume 8 Issue 4, April 2019

Pages: 1653 - 1658

Optimal Placement of Compensating Devices in Distribution System by Using PSO Algorithm

E. V. Vinay

Share this Article

Downloads: 2

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 785 - 790

Load Frequency Control of Single Area Power System with Microgrid using Fuzzy Logic and Virtual Inertia Control

Vikas Pandey, Parminder Kaur, Pankaj Kumar

Share this Article

Similar Articles with Keyword 'Distribution Network'

Downloads: 107

Review Papers, Electrical Engineering, Pakistan, Volume 3 Issue 7, July 2014

Pages: 1243 - 1247

Prospects of Using DG with Effective Energy Storage System for the Reduction of Line Loss in Distribution Network

M. Jehangir Khan, M. Iftikhar Khan

Share this Article

Downloads: 107

Case Studies, Electrical Engineering, Iraq, Volume 6 Issue 6, June 2017

Pages: 2579 - 2583

Use Series Compensation in Distribution Networks 33 KV

Dr. Al-Zohuariali M. Kathim, Majeed R. Zaidan

Share this Article

Similar Articles with Keyword 'Distributed'

Downloads: 107

Review Papers, Electrical Engineering, Pakistan, Volume 3 Issue 7, July 2014

Pages: 1243 - 1247

Prospects of Using DG with Effective Energy Storage System for the Reduction of Line Loss in Distribution Network

M. Jehangir Khan, M. Iftikhar Khan

Share this Article

Downloads: 108

Research Paper, Electrical Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1732 - 1738

Integration of Storage Device using Full-Bridge Forward Dc-Dc Converter for a Residential Microgrid Application

U. V. Suresh Prasad, K. N. S. Durga Prakash

Share this Article

Similar Articles with Keyword 'Generation'

Downloads: 1 | Monthly Hits: ⮙1

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1756 - 1758

Botanica Based Small Scale Power Generation and Analysis

Abhishek Dey

Share this Article

Downloads: 2

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 785 - 790

Load Frequency Control of Single Area Power System with Microgrid using Fuzzy Logic and Virtual Inertia Control

Vikas Pandey, Parminder Kaur, Pankaj Kumar

Share this Article

Similar Articles with Keyword 'Renewable'

Downloads: 1 | Monthly Hits: ⮙1

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1756 - 1758

Botanica Based Small Scale Power Generation and Analysis

Abhishek Dey

Share this Article

Downloads: 3 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Review Papers, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 38 - 43

A Review on Energy Storage System of Smart Grid System

Apar Chitransh, Dr. Ranjit Kumar Bindal

Share this Article

Similar Articles with Keyword 'Energy'

Downloads: 1 | Monthly Hits: ⮙1

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1756 - 1758

Botanica Based Small Scale Power Generation and Analysis

Abhishek Dey

Share this Article

Downloads: 2

Research Paper, Electrical Engineering, Rwanda, Volume 10 Issue 4, April 2021

Pages: 1328 - 1333

Design and Development of A PV / AC Grid Hybrid System in Rwanda

Makuza Jean Claude, Johan Potgieter

Share this Article

Similar Articles with Keyword 'systems'

Downloads: 170 | Monthly Hits: ⮙1

Comparative Studies, Electrical Engineering, India, Volume 8 Issue 4, April 2019

Pages: 1653 - 1658

Optimal Placement of Compensating Devices in Distribution System by Using PSO Algorithm

E. V. Vinay

Share this Article

Downloads: 5

Research Paper, Electrical Engineering, India, Volume 10 Issue 7, July 2021

Pages: 451 - 456

Maximum Power Point Tracking using Perturb & Observation Technique

Manish Kumar, Charvi Saroj

Share this Article

Similar Articles with Keyword 'Neural'

Downloads: 105

Research Paper, Electrical Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2632 - 2638

Stabilization of Non-Linear System Using Single Input Neuro-Fuzzy Logic Controller Based on Radial Basis Function Network

Ravi Kumar Soni, Dr. M. J. Nigam

Share this Article

Downloads: 107

Research Paper, Electrical Engineering, China, Volume 5 Issue 3, March 2016

Pages: 1470 - 1473

Based on Multi-FPGA Neuron Simulation Hardware Platform

Aiqing Zhao, Huiyan Li

Share this Article

Similar Articles with Keyword 'Network'

Downloads: 170 | Monthly Hits: ⮙1

Comparative Studies, Electrical Engineering, India, Volume 8 Issue 4, April 2019

Pages: 1653 - 1658

Optimal Placement of Compensating Devices in Distribution System by Using PSO Algorithm

E. V. Vinay

Share this Article

Downloads: 5

Research Paper, Electrical Engineering, India, Volume 10 Issue 7, July 2021

Pages: 451 - 456

Maximum Power Point Tracking using Perturb & Observation Technique

Manish Kumar, Charvi Saroj

Share this Article
Top