Identification of loosen bolt of transmission tower based on wavelet packet analysis and neural net
The method proposed in this paper identifies the loosen bolt of a transmission tower using the wavelet packet analysis and the neural net. First, the strain signal is measured. Second, the signal is decomposed by the wavelet packet (WP) analysis to extract the WP component energy, which is acted as...
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| creator | Dongmei Tan Weilian Qu Jianwei Tu Wenke Qin |
| description | The method proposed in this paper identifies the loosen bolt of a transmission tower using the wavelet packet analysis and the neural net. First, the strain signal is measured. Second, the signal is decomposed by the wavelet packet (WP) analysis to extract the WP component energy, which is acted as the subset of the neural net. Finally, the loosen bolt is identified by the neural net. A three-level simple transmission tower is used as the experimental model, and the result show that the method can be effectively used to identify the loosen bolt of transmission tower. |
| doi_str_mv | 10.1109/ICETCE.2011.5775756 |
| format | Conference Proceeding |
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First, the strain signal is measured. Second, the signal is decomposed by the wavelet packet (WP) analysis to extract the WP component energy, which is acted as the subset of the neural net. Finally, the loosen bolt is identified by the neural net. A three-level simple transmission tower is used as the experimental model, and the result show that the method can be effectively used to identify the loosen bolt of transmission tower.</description><identifier>ISBN: 9781457702891</identifier><identifier>ISBN: 1457702894</identifier><identifier>EISBN: 9781457702907</identifier><identifier>EISBN: 1457702886</identifier><identifier>EISBN: 9781457702884</identifier><identifier>EISBN: 1457702908</identifier><identifier>DOI: 10.1109/ICETCE.2011.5775756</identifier><language>eng</language><publisher>IEEE</publisher><subject>Fasteners ; Flanges ; Neural net ; Poles and towers ; Strain ; transmission tower ; Wavelet analysis ; wavelet packet transform ; Wavelet packets</subject><ispartof>2011 International Conference on Electric Technology and Civil Engineering (ICETCE), 2011, p.6646-6649</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/5775756$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>310,311,781,785,790,791,2059,27930,54925</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/5775756$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Dongmei Tan</creatorcontrib><creatorcontrib>Weilian Qu</creatorcontrib><creatorcontrib>Jianwei Tu</creatorcontrib><creatorcontrib>Wenke Qin</creatorcontrib><title>Identification of loosen bolt of transmission tower based on wavelet packet analysis and neural net</title><title>2011 International Conference on Electric Technology and Civil Engineering (ICETCE)</title><addtitle>ICETCE</addtitle><description>The method proposed in this paper identifies the loosen bolt of a transmission tower using the wavelet packet analysis and the neural net. First, the strain signal is measured. Second, the signal is decomposed by the wavelet packet (WP) analysis to extract the WP component energy, which is acted as the subset of the neural net. Finally, the loosen bolt is identified by the neural net. A three-level simple transmission tower is used as the experimental model, and the result show that the method can be effectively used to identify the loosen bolt of transmission tower.</description><subject>Fasteners</subject><subject>Flanges</subject><subject>Neural net</subject><subject>Poles and towers</subject><subject>Strain</subject><subject>transmission tower</subject><subject>Wavelet analysis</subject><subject>wavelet packet transform</subject><subject>Wavelet packets</subject><isbn>9781457702891</isbn><isbn>1457702894</isbn><isbn>9781457702907</isbn><isbn>1457702886</isbn><isbn>9781457702884</isbn><isbn>1457702908</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2011</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpNkE1Lw0AQhldEUGp_QS_7Bxp3ksx-HKVULRR66b1MshNYTZOSXS39926xB-fyzMPAy8sIsQBVACj3slmt96t1USqAAo1Bg_pOzJ2xUGdVpVPm_r9bB49iHuOnyqO1A6ueRLvxPKTQhZZSGAc5drIfx8iDbMY-XTVNNMRjiPF6TuOZJ9lQZC-znumHe07yRO1XBg3UX2KIefFy4O-J-oz0LB466iPPb5yJ_Vuu_rHc7t43q9ftMjiVlk6j75yqG4dKWW8tArKBtkEHSL7SVUnWVlRqpw0SNgi2xsYDlDV27KqZWPzFBmY-nKZwpOlyuH2m-gXjxleq</recordid><startdate>201104</startdate><enddate>201104</enddate><creator>Dongmei Tan</creator><creator>Weilian Qu</creator><creator>Jianwei Tu</creator><creator>Wenke Qin</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201104</creationdate><title>Identification of loosen bolt of transmission tower based on wavelet packet analysis and neural net</title><author>Dongmei Tan ; Weilian Qu ; Jianwei Tu ; Wenke Qin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-965df904b95008d88515e71cb5915ad3632a883a269675a5b51845bd11245fe93</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Fasteners</topic><topic>Flanges</topic><topic>Neural net</topic><topic>Poles and towers</topic><topic>Strain</topic><topic>transmission tower</topic><topic>Wavelet analysis</topic><topic>wavelet packet transform</topic><topic>Wavelet packets</topic><toplevel>online_resources</toplevel><creatorcontrib>Dongmei Tan</creatorcontrib><creatorcontrib>Weilian Qu</creatorcontrib><creatorcontrib>Jianwei Tu</creatorcontrib><creatorcontrib>Wenke Qin</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Dongmei Tan</au><au>Weilian Qu</au><au>Jianwei Tu</au><au>Wenke Qin</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Identification of loosen bolt of transmission tower based on wavelet packet analysis and neural net</atitle><btitle>2011 International Conference on Electric Technology and Civil Engineering (ICETCE)</btitle><stitle>ICETCE</stitle><date>2011-04</date><risdate>2011</risdate><spage>6646</spage><epage>6649</epage><pages>6646-6649</pages><isbn>9781457702891</isbn><isbn>1457702894</isbn><eisbn>9781457702907</eisbn><eisbn>1457702886</eisbn><eisbn>9781457702884</eisbn><eisbn>1457702908</eisbn><abstract>The method proposed in this paper identifies the loosen bolt of a transmission tower using the wavelet packet analysis and the neural net. First, the strain signal is measured. Second, the signal is decomposed by the wavelet packet (WP) analysis to extract the WP component energy, which is acted as the subset of the neural net. Finally, the loosen bolt is identified by the neural net. A three-level simple transmission tower is used as the experimental model, and the result show that the method can be effectively used to identify the loosen bolt of transmission tower.</abstract><pub>IEEE</pub><doi>10.1109/ICETCE.2011.5775756</doi><tpages>4</tpages></addata></record> |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Fasteners Flanges Neural net Poles and towers Strain transmission tower Wavelet analysis wavelet packet transform Wavelet packets |
| title | Identification of loosen bolt of transmission tower based on wavelet packet analysis and neural net |
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