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Operating state evaluation model of motorized spindle based on composite index
The operating state of motorized spindle directly affects the machine tool performance, and the evaluation model of operating state was proposed in this paper to improve the stability and reliability of the motorized spindle. The composite index was introduced based on multi-characteristic parameter...
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creator | Liting Fan Jiakai Chen Ke Zhang Lixiu Zhang Huaitao Shi |
description | The operating state of motorized spindle directly affects the machine tool performance, and the evaluation model of operating state was proposed in this paper to improve the stability and reliability of the motorized spindle. The composite index was introduced based on multi-characteristic parameter evaluation model to quantitatively characterize the operating state. The statistical analysis method was used to classify the operating state data that matching the evaluation grade of the motorized spindle. The experimental results proved that the evaluation model can be used to classify the running status of the motorized spindle based on the composite index, and the index could provide references for tracing back the deterioration factor. The proposed operating state evaluation model could provide theoretical support for rational arrangement of maintenance and shorten maintenance time. |
doi_str_mv | 10.1109/CCDC.2017.7978171 |
format | conference_proceeding |
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The composite index was introduced based on multi-characteristic parameter evaluation model to quantitatively characterize the operating state. The statistical analysis method was used to classify the operating state data that matching the evaluation grade of the motorized spindle. The experimental results proved that the evaluation model can be used to classify the running status of the motorized spindle based on the composite index, and the index could provide references for tracing back the deterioration factor. The proposed operating state evaluation model could provide theoretical support for rational arrangement of maintenance and shorten maintenance time.</description><identifier>EISSN: 1948-9447</identifier><identifier>EISBN: 1509046569</identifier><identifier>EISBN: 9781509046577</identifier><identifier>EISBN: 1509046577</identifier><identifier>EISBN: 9781509046560</identifier><identifier>DOI: 10.1109/CCDC.2017.7978171</identifier><language>eng</language><publisher>IEEE</publisher><subject>composite index ; Cooling ; Indexes ; Lubrication ; Machine tools ; Maintenance engineering ; motorized spindle ; operating state evaluation ; Temperature ; Vibrations</subject><ispartof>2017 29th Chinese Control And Decision Conference (CCDC), 2017, p.5639-5645</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/7978171$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,776,780,785,786,23908,23909,25117,27901,54529,54906</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/7978171$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Liting Fan</creatorcontrib><creatorcontrib>Jiakai Chen</creatorcontrib><creatorcontrib>Ke Zhang</creatorcontrib><creatorcontrib>Lixiu Zhang</creatorcontrib><creatorcontrib>Huaitao Shi</creatorcontrib><title>Operating state evaluation model of motorized spindle based on composite index</title><title>2017 29th Chinese Control And Decision Conference (CCDC)</title><addtitle>CCDC</addtitle><description>The operating state of motorized spindle directly affects the machine tool performance, and the evaluation model of operating state was proposed in this paper to improve the stability and reliability of the motorized spindle. 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The proposed operating state evaluation model could provide theoretical support for rational arrangement of maintenance and shorten maintenance time.</description><subject>composite index</subject><subject>Cooling</subject><subject>Indexes</subject><subject>Lubrication</subject><subject>Machine tools</subject><subject>Maintenance engineering</subject><subject>motorized spindle</subject><subject>operating state evaluation</subject><subject>Temperature</subject><subject>Vibrations</subject><issn>1948-9447</issn><isbn>1509046569</isbn><isbn>9781509046577</isbn><isbn>1509046577</isbn><isbn>9781509046560</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2017</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNotT8tKxDAUjYLgzOgHiJv8QMfc5r2U-oTB2eh6SJNbibRNaaqoX2_AWZ3XvQcOIVfAtgDM3jTNXbOtGeitttqAhhOyBsksE0oqe0pWYIWprBD6nKxz_mBMKc7YirzsJ5zdEsd3mhe3IMUv138WI410SAF7mrpCljTHXww0T3EMPdLW5aLKjU_DlHIsjyXA7wty1rk-4-URN-Tt4f61eap2-8fn5nZXRdByqaQALzsl0ZladtxzqViwKHkNpnUewErkwTiNzivhULbKgKqlMKYLYD3fkOv_3oiIh2mOg5t_Dsft_A9haU5z</recordid><startdate>201705</startdate><enddate>201705</enddate><creator>Liting Fan</creator><creator>Jiakai Chen</creator><creator>Ke Zhang</creator><creator>Lixiu Zhang</creator><creator>Huaitao Shi</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201705</creationdate><title>Operating state evaluation model of motorized spindle based on composite index</title><author>Liting Fan ; Jiakai Chen ; Ke Zhang ; Lixiu Zhang ; Huaitao Shi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-541c5f65ea825f3c3560d9e53218bac1195e3d8a7eac64ae5b681625488fd19c3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2017</creationdate><topic>composite index</topic><topic>Cooling</topic><topic>Indexes</topic><topic>Lubrication</topic><topic>Machine tools</topic><topic>Maintenance engineering</topic><topic>motorized spindle</topic><topic>operating state evaluation</topic><topic>Temperature</topic><topic>Vibrations</topic><toplevel>online_resources</toplevel><creatorcontrib>Liting Fan</creatorcontrib><creatorcontrib>Jiakai Chen</creatorcontrib><creatorcontrib>Ke Zhang</creatorcontrib><creatorcontrib>Lixiu Zhang</creatorcontrib><creatorcontrib>Huaitao Shi</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>Liting Fan</au><au>Jiakai Chen</au><au>Ke Zhang</au><au>Lixiu Zhang</au><au>Huaitao Shi</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Operating state evaluation model of motorized spindle based on composite index</atitle><btitle>2017 29th Chinese Control And Decision Conference (CCDC)</btitle><stitle>CCDC</stitle><date>2017-05</date><risdate>2017</risdate><spage>5639</spage><epage>5645</epage><pages>5639-5645</pages><eissn>1948-9447</eissn><eisbn>1509046569</eisbn><eisbn>9781509046577</eisbn><eisbn>1509046577</eisbn><eisbn>9781509046560</eisbn><abstract>The operating state of motorized spindle directly affects the machine tool performance, and the evaluation model of operating state was proposed in this paper to improve the stability and reliability of the motorized spindle. The composite index was introduced based on multi-characteristic parameter evaluation model to quantitatively characterize the operating state. The statistical analysis method was used to classify the operating state data that matching the evaluation grade of the motorized spindle. The experimental results proved that the evaluation model can be used to classify the running status of the motorized spindle based on the composite index, and the index could provide references for tracing back the deterioration factor. The proposed operating state evaluation model could provide theoretical support for rational arrangement of maintenance and shorten maintenance time.</abstract><pub>IEEE</pub><doi>10.1109/CCDC.2017.7978171</doi><tpages>7</tpages></addata></record> |
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subjects | composite index Cooling Indexes Lubrication Machine tools Maintenance engineering motorized spindle operating state evaluation Temperature Vibrations |
title | Operating state evaluation model of motorized spindle based on composite index |
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