A wavelet-based technique for discrimination between faults and magnetizing inrush currents in transformers
This paper presents the development of a wavelet-based scheme, for distinguishing between transformer inrush currents and power system fault currents, which proved to provide a reliable, fast, and computationally efficient tool. The operating time of the scheme is less than half the power frequency...
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Veröffentlicht in: | IEEE transactions on power delivery 2003-01, Vol.18 (1), p.170-176 |
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description | This paper presents the development of a wavelet-based scheme, for distinguishing between transformer inrush currents and power system fault currents, which proved to provide a reliable, fast, and computationally efficient tool. The operating time of the scheme is less than half the power frequency cycle (based on a 5-kHz sampling rate). In this work, a wavelet transform concept is presented. Feature extraction and method of discrimination between transformer inrush and fault currents is derived. A 132/11-kV transformer connected to a 132-kV power system were simulated using the EMTP. The generated data were used by the MATLAB to test the performance of the technique as to its speed of response, computational burden and reliability. The proposed scheme proved to be reliable, accurate, and fast. |
doi_str_mv | 10.1109/TPWRD.2002.803797 |
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The operating time of the scheme is less than half the power frequency cycle (based on a 5-kHz sampling rate). In this work, a wavelet transform concept is presented. Feature extraction and method of discrimination between transformer inrush and fault currents is derived. A 132/11-kV transformer connected to a 132-kV power system were simulated using the EMTP. The generated data were used by the MATLAB to test the performance of the technique as to its speed of response, computational burden and reliability. The proposed scheme proved to be reliable, accurate, and fast.</description><identifier>ISSN: 0885-8977</identifier><identifier>EISSN: 1937-4208</identifier><identifier>DOI: 10.1109/TPWRD.2002.803797</identifier><identifier>CODEN: ITPDE5</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Computational efficiency ; Discrimination ; Fault currents ; Faults ; Feature extraction ; Frequency ; Inrush current ; Matlab ; Power system faults ; Power system reliability ; Power system simulation ; Sampling ; Sampling methods ; Surges ; Transformers ; Wavelet transforms</subject><ispartof>IEEE transactions on power delivery, 2003-01, Vol.18 (1), p.170-176</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2003</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c419t-401898c010786220fff07bf10d8747fa508279ee78c789b2a552530a94d2cefd3</citedby><cites>FETCH-LOGICAL-c419t-401898c010786220fff07bf10d8747fa508279ee78c789b2a552530a94d2cefd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1159914$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,777,781,793,27905,27906,54739</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/1159914$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Youssef, O.A.S.</creatorcontrib><title>A wavelet-based technique for discrimination between faults and magnetizing inrush currents in transformers</title><title>IEEE transactions on power delivery</title><addtitle>TPWRD</addtitle><description>This paper presents the development of a wavelet-based scheme, for distinguishing between transformer inrush currents and power system fault currents, which proved to provide a reliable, fast, and computationally efficient tool. The operating time of the scheme is less than half the power frequency cycle (based on a 5-kHz sampling rate). In this work, a wavelet transform concept is presented. Feature extraction and method of discrimination between transformer inrush and fault currents is derived. A 132/11-kV transformer connected to a 132-kV power system were simulated using the EMTP. The generated data were used by the MATLAB to test the performance of the technique as to its speed of response, computational burden and reliability. The proposed scheme proved to be reliable, accurate, and fast.</description><subject>Computational efficiency</subject><subject>Discrimination</subject><subject>Fault currents</subject><subject>Faults</subject><subject>Feature extraction</subject><subject>Frequency</subject><subject>Inrush current</subject><subject>Matlab</subject><subject>Power system faults</subject><subject>Power system reliability</subject><subject>Power system simulation</subject><subject>Sampling</subject><subject>Sampling methods</subject><subject>Surges</subject><subject>Transformers</subject><subject>Wavelet transforms</subject><issn>0885-8977</issn><issn>1937-4208</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2003</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNp9kU1LXDEUhoNUcKr-gNJN6KJd3fEkN5kkS9H6AUJFRroMmXtPNPZOrk1yFf31ZpxCoYuuzuI874H3PIR8YjBnDMzR8vrnzemcA_C5hlYZtUNmzLSqERz0BzIDrWWjjVJ75GPODwAgwMCM_Dqmz-4JByzNymXsacHuPobfE1I_JtqH3KWwDtGVMEa6wvKMGKl301AydbGna3cXsYTXEO9oiGnK97SbUsJY9yHSklzM9dIaUz4gu94NGQ__zH1ye_Z9eXLRXP04vzw5vmo6wUxpBDBtdAcMlF5wDt57UCvPoNdKKO8kaK4MotKd0mbFnZRctuCM6HmHvm_3ybft3cc01iK52HWtgcPgIo5TtgaY4lxCW8mv_yW5VpIrxSr45R_wYZxSrC2s1oILsVjICrEt1KUx54TePtbfufRiGdiNJftuyW4s2a2lmvm8zQRE_MszaQwT7RvGDY82</recordid><startdate>200301</startdate><enddate>200301</enddate><creator>Youssef, O.A.S.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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The operating time of the scheme is less than half the power frequency cycle (based on a 5-kHz sampling rate). In this work, a wavelet transform concept is presented. Feature extraction and method of discrimination between transformer inrush and fault currents is derived. A 132/11-kV transformer connected to a 132-kV power system were simulated using the EMTP. The generated data were used by the MATLAB to test the performance of the technique as to its speed of response, computational burden and reliability. The proposed scheme proved to be reliable, accurate, and fast.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TPWRD.2002.803797</doi><tpages>7</tpages></addata></record> |
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subjects | Computational efficiency Discrimination Fault currents Faults Feature extraction Frequency Inrush current Matlab Power system faults Power system reliability Power system simulation Sampling Sampling methods Surges Transformers Wavelet transforms |
title | A wavelet-based technique for discrimination between faults and magnetizing inrush currents in transformers |
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