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Mathematical morphology-based islanding detection for distributed generation
This study proposes a novel method based on mathematical morphology (MM) for islanding detection in micro-grid integrated with distributed generation (DG). The method uses basic MM operators like dilate erode difference filter (DEDF) to operate on three-phase voltage and current signals on target DG...
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Published in: | IET generation, transmission & distribution transmission & distribution, 2016-02, Vol.10 (2), p.518-525 |
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creator | Farhan, Musliyarakath Aneesa Shanti Swarup, K |
description | This study proposes a novel method based on mathematical morphology (MM) for islanding detection in micro-grid integrated with distributed generation (DG). The method uses basic MM operators like dilate erode difference filter (DEDF) to operate on three-phase voltage and current signals on target DG location. These filter output values are fed to a new operator defined as the average of the difference between maximum and minimum value of DEDF at each structuring element called KV and KI. Accordingly, a new operator called the MM ratio index (MM RI) of KI to KV is derived. The MM RI computed is used to track the islanding condition from non-islanding condition. Additionally, to further aid the islanding detection, a mathematical morphological operator close open difference filter on negative sequence voltage is computed, which is passed through a difference operator D. The proposed method is analysed extensively to efficiently detect islanding in electrical power distribution network integrated with DG. |
doi_str_mv | 10.1049/iet-gtd.2015.0910 |
format | article |
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The method uses basic MM operators like dilate erode difference filter (DEDF) to operate on three-phase voltage and current signals on target DG location. These filter output values are fed to a new operator defined as the average of the difference between maximum and minimum value of DEDF at each structuring element called KV and KI. Accordingly, a new operator called the MM ratio index (MM RI) of KI to KV is derived. The MM RI computed is used to track the islanding condition from non-islanding condition. Additionally, to further aid the islanding detection, a mathematical morphological operator close open difference filter on negative sequence voltage is computed, which is passed through a difference operator D. The proposed method is analysed extensively to efficiently detect islanding in electrical power distribution network integrated with DG.</description><identifier>ISSN: 1751-8687</identifier><identifier>ISSN: 1751-8695</identifier><identifier>EISSN: 1751-8695</identifier><identifier>DOI: 10.1049/iet-gtd.2015.0910</identifier><language>eng</language><publisher>The Institution of Engineering and Technology</publisher><subject>close open difference filter ; Computation ; dilate erode difference filter ; Distributed generation ; distributed power generation ; Electric potential ; Electric power distribution ; Electric power systems ; fault location ; filtering theory ; Mathematical models ; mathematical morphology ; mathematical morphology based islanding detection ; MM ratio index ; negative sequence voltage ; Operators (mathematics) ; power distribution faults ; three phase current signal ; three phase voltage signal ; Voltage</subject><ispartof>IET generation, transmission & distribution, 2016-02, Vol.10 (2), p.518-525</ispartof><rights>The Institution of Engineering and Technology</rights><rights>2016 The Authors. 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The method uses basic MM operators like dilate erode difference filter (DEDF) to operate on three-phase voltage and current signals on target DG location. These filter output values are fed to a new operator defined as the average of the difference between maximum and minimum value of DEDF at each structuring element called KV and KI. Accordingly, a new operator called the MM ratio index (MM RI) of KI to KV is derived. The MM RI computed is used to track the islanding condition from non-islanding condition. Additionally, to further aid the islanding detection, a mathematical morphological operator close open difference filter on negative sequence voltage is computed, which is passed through a difference operator D. 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The method uses basic MM operators like dilate erode difference filter (DEDF) to operate on three-phase voltage and current signals on target DG location. These filter output values are fed to a new operator defined as the average of the difference between maximum and minimum value of DEDF at each structuring element called KV and KI. Accordingly, a new operator called the MM ratio index (MM RI) of KI to KV is derived. The MM RI computed is used to track the islanding condition from non-islanding condition. Additionally, to further aid the islanding detection, a mathematical morphological operator close open difference filter on negative sequence voltage is computed, which is passed through a difference operator D. 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subjects | close open difference filter Computation dilate erode difference filter Distributed generation distributed power generation Electric potential Electric power distribution Electric power systems fault location filtering theory Mathematical models mathematical morphology mathematical morphology based islanding detection MM ratio index negative sequence voltage Operators (mathematics) power distribution faults three phase current signal three phase voltage signal Voltage |
title | Mathematical morphology-based islanding detection for distributed generation |
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