Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy Penetration
The rapid growth of grid integrated renewable energy (RE) sources resulted in development of the hybrid grids. Variable nature of RE generation resulted in problems related to the power quality (PQ), power system reliability, and adversely affects the protection relay operation. High penetration of...
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doaj-47bb025425414064ac4b07c5d69d56432020-11-25T02:09:20ZengMDPI AGEnergies1996-10732020-03-01135112010.3390/en13051120en13051120Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy PenetrationSheesh Ram Ola0Amit Saraswat1Sunil Kumar Goyal2Virendra Sharma3Baseem 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, Arya College of Engineering and Information Technology, Jaipur 302028, IndiaDepartment of Electrical Engineering, Hawassa University, Awasa P.O. Box 05, EthiopiaPower System Planning Division, Rajasthan Rajya Vidhyut Prasaran Nigam Ltd., Jaipur 302005, IndiaDepartment of Electrical Power Engineering, Faculty of Mechanical and Electrical Engineering, Tishreen University, 2230 Lattakia, SyriaDepartment of Management & Innovation Systems, University of Salerno, 84084 Fisciano (SA), ItalyThe rapid growth of grid integrated renewable energy (RE) sources resulted in development of the hybrid grids. Variable nature of RE generation resulted in problems related to the power quality (PQ), power system reliability, and adversely affects the protection relay operation. High penetration of RE to the utility grid is achieved using multi-tapped lines for integrating the wind and solar energy and also to supply loads. This created considerable challenges for power system protection. To overcome these challenges, an algorithm is introduced in this paper for providing protection to the hybrid grid with high RE penetration level. All types of fault were identified using a fault index (FI), which is based on both the voltage and current features. This FI is computed using element to element multiplication of current-based Wigner distribution index (WD-index) and voltage-based alienation index (ALN-index). Application of the algorithm is generalized by testing the algorithm for the recognition of faults during different scenarios such as fault at different locations on hybrid grid, different fault incident angles, fault impedances, sampling frequency, hybrid line consisting of overhead (OH) line and underground (UG) cable sections, and presence of noise. The algorithm is successfully tested for discriminating the switching events from the faulty events. Faults were classified using the number of faulty phases recognized using FI. A ground fault index (GFI) computed using the zero sequence current-based WD-index is also introduced for differentiating double phase and double phase to ground faults. The algorithm is validated using IEEE-13 nodes test network modelled as hybrid grid by integrating wind and solar energy plants. Performance of algorithm is effectively established by comparing with the discrete wavelet transform (DWT) and Stockwell transform based protection schemes.https://www.mdpi.com/1996-1073/13/5/1120alienation coefficienthybrid power system networkprotectionpower system faultsolar energywind energywigner distribution function |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sheesh Ram Ola Amit Saraswat Sunil Kumar Goyal Virendra Sharma Baseem Khan Om Prakash Mahela Hassan Haes Alhelou Pierluigi Siano |
spellingShingle |
Sheesh Ram Ola Amit Saraswat Sunil Kumar Goyal Virendra Sharma Baseem Khan Om Prakash Mahela Hassan Haes Alhelou Pierluigi Siano Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy Penetration Energies alienation coefficient hybrid power system network protection power system fault solar energy wind energy wigner distribution function |
author_facet |
Sheesh Ram Ola Amit Saraswat Sunil Kumar Goyal Virendra Sharma Baseem Khan Om Prakash Mahela Hassan Haes Alhelou Pierluigi Siano |
author_sort |
Sheesh Ram Ola |
title |
Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy Penetration |
title_short |
Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy Penetration |
title_full |
Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy Penetration |
title_fullStr |
Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy Penetration |
title_full_unstemmed |
Alienation Coefficient and Wigner Distribution Function Based Protection Scheme for Hybrid Power System Network with Renewable Energy Penetration |
title_sort |
alienation coefficient and wigner distribution function based protection scheme for hybrid power system network with renewable energy penetration |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2020-03-01 |
description |
The rapid growth of grid integrated renewable energy (RE) sources resulted in development of the hybrid grids. Variable nature of RE generation resulted in problems related to the power quality (PQ), power system reliability, and adversely affects the protection relay operation. High penetration of RE to the utility grid is achieved using multi-tapped lines for integrating the wind and solar energy and also to supply loads. This created considerable challenges for power system protection. To overcome these challenges, an algorithm is introduced in this paper for providing protection to the hybrid grid with high RE penetration level. All types of fault were identified using a fault index (FI), which is based on both the voltage and current features. This FI is computed using element to element multiplication of current-based Wigner distribution index (WD-index) and voltage-based alienation index (ALN-index). Application of the algorithm is generalized by testing the algorithm for the recognition of faults during different scenarios such as fault at different locations on hybrid grid, different fault incident angles, fault impedances, sampling frequency, hybrid line consisting of overhead (OH) line and underground (UG) cable sections, and presence of noise. The algorithm is successfully tested for discriminating the switching events from the faulty events. Faults were classified using the number of faulty phases recognized using FI. A ground fault index (GFI) computed using the zero sequence current-based WD-index is also introduced for differentiating double phase and double phase to ground faults. The algorithm is validated using IEEE-13 nodes test network modelled as hybrid grid by integrating wind and solar energy plants. Performance of algorithm is effectively established by comparing with the discrete wavelet transform (DWT) and Stockwell transform based protection schemes. |
topic |
alienation coefficient hybrid power system network protection power system fault solar energy wind energy wigner distribution function |
url |
https://www.mdpi.com/1996-1073/13/5/1120 |
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