A Protection Scheme for a Power System with Solar Energy Penetration
As renewable energy (RE) penetration has a continuously increasing trend, the protection of RE integrated power systems is a critical issue. Recently, power networks developed for grid integration of solar energy (SE) have been designed with the help of multi-tapped lines to integrate small- and med...
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doaj-64c23fba2da043008609ec712d6903cf2020-11-25T01:55:07ZengMDPI AGApplied Sciences2076-34172020-02-01104151610.3390/app10041516app10041516A Protection Scheme for a Power System with Solar Energy PenetrationSheesh Ram Ola0Amit Saraswat1Sunil Kumar Goyal2S. K. Jhajharia3Baseem Khan4Om Prakash Mahela5Hassan Haes Alhelou6Pierluigi Siano7Department of Electrical Engineering, Manipal University Jaipur, Rajasthan 303007, IndiaDepartment of Electrical Engineering, Manipal University Jaipur, Rajasthan 303007, IndiaDepartment of Electrical Engineering, Manipal University Jaipur, Rajasthan 303007, IndiaDepartment of Electrical Engineering, BSD University Jaipur, Rajasthan 303007, IndiaDepartment of Electrical Engineering, Hawassa University, Awasa, EthiopiaPower System Planning Division, Rajasthan Rajya Vidhyut Prasaran Nigam Ltd., Jaipur, Rajasthan 302005, IndiaDepartment of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan 84156-83111, IranDepartment of Management & Innovation Systems, University of Salerno, 84084 Fisciano (SA), ItalyAs renewable energy (RE) penetration has a continuously increasing trend, the protection of RE integrated power systems is a critical issue. Recently, power networks developed for grid integration of solar energy (SE) have been designed with the help of multi-tapped lines to integrate small- and medium-sized SE plants and simultaneously supplying power to the loads. These tapped lines create protection challenges. This paper introduces an algorithm for the recognition of faults in the grid to which a solar photovoltaic (PV) system is integrated. A fault index (FI) was introduced to identify faults. This FI was calculated by multiplying the Wigner distribution (WD) index and Alienation (ALN) index. The WD-index was based on the energy density of the current signal evaluated using Wigner distribution function. The ALN-index was evaluated using sample-based alienation coefficients of the current signal. The performance of the algorithm was validated for various scenarios with different fault types at various locations, different fault incident angles, fault impedances, sampling frequencies, hybrid line consisting of overhead (OH) line and underground (UG) cable sections, different types of transformer windings and the presence of noise. Two phase faults with and without the involvement of ground were differentiated using the ground fault index based on the zero sequence current. This study was performed on the IEEE-13 nodes test network to which a solar PV plant with a capacity of 1 MW was integrated. The performance of the algorithm was also tested on the western part of utility grid in the Rajasthan State in India where solar PV energy integration is high. The performance of the algorithm was effectively established by comparing it with the discrete Wavelet transform (DWT), Wavelet packet transform (WPT) and Stockwell transform-based methods.https://www.mdpi.com/2076-3417/10/4/1516alienation coefficientprotectionpower system faultpower system networksolar energywigner distribution function |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sheesh Ram Ola Amit Saraswat Sunil Kumar Goyal S. K. Jhajharia Baseem Khan Om Prakash Mahela Hassan Haes Alhelou Pierluigi Siano |
spellingShingle |
Sheesh Ram Ola Amit Saraswat Sunil Kumar Goyal S. K. Jhajharia Baseem Khan Om Prakash Mahela Hassan Haes Alhelou Pierluigi Siano A Protection Scheme for a Power System with Solar Energy Penetration Applied Sciences alienation coefficient protection power system fault power system network solar energy wigner distribution function |
author_facet |
Sheesh Ram Ola Amit Saraswat Sunil Kumar Goyal S. K. Jhajharia Baseem Khan Om Prakash Mahela Hassan Haes Alhelou Pierluigi Siano |
author_sort |
Sheesh Ram Ola |
title |
A Protection Scheme for a Power System with Solar Energy Penetration |
title_short |
A Protection Scheme for a Power System with Solar Energy Penetration |
title_full |
A Protection Scheme for a Power System with Solar Energy Penetration |
title_fullStr |
A Protection Scheme for a Power System with Solar Energy Penetration |
title_full_unstemmed |
A Protection Scheme for a Power System with Solar Energy Penetration |
title_sort |
protection scheme for a power system with solar energy penetration |
publisher |
MDPI AG |
series |
Applied Sciences |
issn |
2076-3417 |
publishDate |
2020-02-01 |
description |
As renewable energy (RE) penetration has a continuously increasing trend, the protection of RE integrated power systems is a critical issue. Recently, power networks developed for grid integration of solar energy (SE) have been designed with the help of multi-tapped lines to integrate small- and medium-sized SE plants and simultaneously supplying power to the loads. These tapped lines create protection challenges. This paper introduces an algorithm for the recognition of faults in the grid to which a solar photovoltaic (PV) system is integrated. A fault index (FI) was introduced to identify faults. This FI was calculated by multiplying the Wigner distribution (WD) index and Alienation (ALN) index. The WD-index was based on the energy density of the current signal evaluated using Wigner distribution function. The ALN-index was evaluated using sample-based alienation coefficients of the current signal. The performance of the algorithm was validated for various scenarios with different fault types at various locations, different fault incident angles, fault impedances, sampling frequencies, hybrid line consisting of overhead (OH) line and underground (UG) cable sections, different types of transformer windings and the presence of noise. Two phase faults with and without the involvement of ground were differentiated using the ground fault index based on the zero sequence current. This study was performed on the IEEE-13 nodes test network to which a solar PV plant with a capacity of 1 MW was integrated. The performance of the algorithm was also tested on the western part of utility grid in the Rajasthan State in India where solar PV energy integration is high. The performance of the algorithm was effectively established by comparing it with the discrete Wavelet transform (DWT), Wavelet packet transform (WPT) and Stockwell transform-based methods. |
topic |
alienation coefficient protection power system fault power system network solar energy wigner distribution function |
url |
https://www.mdpi.com/2076-3417/10/4/1516 |
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