Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System

Modern power system requires advanced and intelligent sensors based protection, such as Phasor Measurement Unit (PMU) that can provide faster, accurate and real-time data acquisition. Blackouts, that occurred since 1992-2016 with a common failure reason was the cascade line tripping of transmission...

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Main Author: Muhammad Qasim, Khan
Format: Thesis
Language:English
Published: Universiti Malaysia Sarawak (UNIMAS) 2019
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Online Access:http://ir.unimas.my/id/eprint/27537/2/Muhammad%20Qasim%20Khan.pdf
http://ir.unimas.my/id/eprint/27537/
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Institution: Universiti Malaysia Sarawak
Language: English
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spelling my.unimas.ir.275372023-03-21T08:10:16Z http://ir.unimas.my/id/eprint/27537/ Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System Muhammad Qasim, Khan TK Electrical engineering. Electronics Nuclear engineering Modern power system requires advanced and intelligent sensors based protection, such as Phasor Measurement Unit (PMU) that can provide faster, accurate and real-time data acquisition. Blackouts, that occurred since 1992-2016 with a common failure reason was the cascade line tripping of transmission lines (TL) relays. Wide area measurement systems can completely overcome these issues with efficient use of PMUs for protection of TL. This study first focuses on modifying the PMU model for standard test systems in a MATLAB Simulink environment. This model implements Non-Recursive Phasor Estimation (NRPE) algorithm. Secondly, the study proposes an index for faulty node classification (FNC) based on the positive sequence voltage (PSV) measurements of the pre-fault and post-fault conditions. The index of a bus with a maximum differential percentage is identified as a faulty bus. Thirdly, for a faulty line classification (FLC), this study develops the current angles differential scheme by introducing unwrapped dynamic phase angles using the modified PMU measurements. Hence, the comprehensive algorithm that includes FNC and FLC, is coordinated with all PMUs for accurate wide-area fault location. The robustness of the proposed approach has been validated using the IEEE 9-bus, 30-bus, and 39-bus test systems. The results verified higher accuracy of proposed FNC scheme in comparison to traditional FNC scheme based on minimum PSV selection. For the FLC, this study accurately located the exact faulty TL. Overall, robustness of the proposed algorithm is tested under different faults scenarios, taking into account several factors such as fault inception angles, line fault resistance, ground fault resistance, and the size of loads. Keywords: Differential protection, DFT, fault location, non-recursive phasor estimation, phasor measurement unit, unwrapped dynamic angles. Universiti Malaysia Sarawak (UNIMAS) 2019-12-04 Thesis NonPeerReviewed text en http://ir.unimas.my/id/eprint/27537/2/Muhammad%20Qasim%20Khan.pdf Muhammad Qasim, Khan (2019) Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System. Masters thesis, University Malaysia Sarawak, UNIMAS.
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Muhammad Qasim, Khan
Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System
description Modern power system requires advanced and intelligent sensors based protection, such as Phasor Measurement Unit (PMU) that can provide faster, accurate and real-time data acquisition. Blackouts, that occurred since 1992-2016 with a common failure reason was the cascade line tripping of transmission lines (TL) relays. Wide area measurement systems can completely overcome these issues with efficient use of PMUs for protection of TL. This study first focuses on modifying the PMU model for standard test systems in a MATLAB Simulink environment. This model implements Non-Recursive Phasor Estimation (NRPE) algorithm. Secondly, the study proposes an index for faulty node classification (FNC) based on the positive sequence voltage (PSV) measurements of the pre-fault and post-fault conditions. The index of a bus with a maximum differential percentage is identified as a faulty bus. Thirdly, for a faulty line classification (FLC), this study develops the current angles differential scheme by introducing unwrapped dynamic phase angles using the modified PMU measurements. Hence, the comprehensive algorithm that includes FNC and FLC, is coordinated with all PMUs for accurate wide-area fault location. The robustness of the proposed approach has been validated using the IEEE 9-bus, 30-bus, and 39-bus test systems. The results verified higher accuracy of proposed FNC scheme in comparison to traditional FNC scheme based on minimum PSV selection. For the FLC, this study accurately located the exact faulty TL. Overall, robustness of the proposed algorithm is tested under different faults scenarios, taking into account several factors such as fault inception angles, line fault resistance, ground fault resistance, and the size of loads. Keywords: Differential protection, DFT, fault location, non-recursive phasor estimation, phasor measurement unit, unwrapped dynamic angles.
format Thesis
author Muhammad Qasim, Khan
author_facet Muhammad Qasim, Khan
author_sort Muhammad Qasim, Khan
title Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System
title_short Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System
title_full Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System
title_fullStr Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System
title_full_unstemmed Development of Phasor Measurement Unit Based Fault Detection and Faulty Line Classification in Electrical Power System
title_sort development of phasor measurement unit based fault detection and faulty line classification in electrical power system
publisher Universiti Malaysia Sarawak (UNIMAS)
publishDate 2019
url http://ir.unimas.my/id/eprint/27537/2/Muhammad%20Qasim%20Khan.pdf
http://ir.unimas.my/id/eprint/27537/
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