Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission line

Abstract Conventional transmission line protection algorithms may experience delay or even mal‐operation in presence of shunt compensation due to various non‐fault transient disturbances. This paper presents a time‐domain differential protection technique based on Kullback–Leibler divergence with th...

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Main Authors: Sandeep Biswal, Mohsen Tajdinian, Ahmed. R. Adly, Ram Dayal Patidar, Akash Kumar Bhoi, Natwar Singh Rathore
Format: Article
Language:English
Published: Wiley 2021-06-01
Series:IET Generation, Transmission & Distribution
Online Access:https://doi.org/10.1049/gtd2.12136
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spelling doaj-d975a14e30b34db5bcb8ca3f75dc244a2021-07-14T13:20:19ZengWileyIET Generation, Transmission & Distribution1751-86871751-86952021-06-0115121808181910.1049/gtd2.12136Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission lineSandeep Biswal0Mohsen Tajdinian1Ahmed. R. Adly2Ram Dayal Patidar3Akash Kumar Bhoi4Natwar Singh Rathore5Department of Electrical Engineering, O P Jindal University Raigarh Chhattisgarh IndiaDepartment of Electrical and Computer Engineering Shiraz University Shiraz IranNuclear Research Center Atomic Energy Authority EgyptDepartment of Electrical Engineering, O P Jindal University Raigarh Chhattisgarh IndiaDepartment of Electrical & Electronics Engineering Sikkim Manipal Institute of Technology Sikkim Manipal University Sikkim IndiaDepartment of Electrical & Electronics Engineering KIET Group of Institutions, Delhi‐NCR Ghaziabad IndiaAbstract Conventional transmission line protection algorithms may experience delay or even mal‐operation in presence of shunt compensation due to various non‐fault transient disturbances. This paper presents a time‐domain differential protection technique based on Kullback–Leibler divergence with thresholding logic for mid‐point static synchronous compensator compensated transmission system. A detection index for each phase currents are computed in order to discrimination the fault and non‐fault scenarios. Different structure of power systems modelled using EMTDC/PSCAD are simulated to generate numerous numbers of test cases in order to evaluate the applicability of the proposed differential protection logic. Proposed method is also efficient to differentiate the faults during various non‐fault events like capacitor switching, sudden load change, power swing, and current transformer saturation including external fault cases. Results and comparative assessment with recently proposed time‐frequency and commercial current differential relaying reports demonstrate the efficacy and robustness of the proposed technique. The results confirmed the accurate operation of the proposed protection technique.https://doi.org/10.1049/gtd2.12136
collection DOAJ
language English
format Article
sources DOAJ
author Sandeep Biswal
Mohsen Tajdinian
Ahmed. R. Adly
Ram Dayal Patidar
Akash Kumar Bhoi
Natwar Singh Rathore
spellingShingle Sandeep Biswal
Mohsen Tajdinian
Ahmed. R. Adly
Ram Dayal Patidar
Akash Kumar Bhoi
Natwar Singh Rathore
Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission line
IET Generation, Transmission & Distribution
author_facet Sandeep Biswal
Mohsen Tajdinian
Ahmed. R. Adly
Ram Dayal Patidar
Akash Kumar Bhoi
Natwar Singh Rathore
author_sort Sandeep Biswal
title Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission line
title_short Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission line
title_full Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission line
title_fullStr Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission line
title_full_unstemmed Kullback‐Leibler divergence based differential protection scheme for shunt compensated transmission line
title_sort kullback‐leibler divergence based differential protection scheme for shunt compensated transmission line
publisher Wiley
series IET Generation, Transmission & Distribution
issn 1751-8687
1751-8695
publishDate 2021-06-01
description Abstract Conventional transmission line protection algorithms may experience delay or even mal‐operation in presence of shunt compensation due to various non‐fault transient disturbances. This paper presents a time‐domain differential protection technique based on Kullback–Leibler divergence with thresholding logic for mid‐point static synchronous compensator compensated transmission system. A detection index for each phase currents are computed in order to discrimination the fault and non‐fault scenarios. Different structure of power systems modelled using EMTDC/PSCAD are simulated to generate numerous numbers of test cases in order to evaluate the applicability of the proposed differential protection logic. Proposed method is also efficient to differentiate the faults during various non‐fault events like capacitor switching, sudden load change, power swing, and current transformer saturation including external fault cases. Results and comparative assessment with recently proposed time‐frequency and commercial current differential relaying reports demonstrate the efficacy and robustness of the proposed technique. The results confirmed the accurate operation of the proposed protection technique.
url https://doi.org/10.1049/gtd2.12136
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