Degradation analysis of grinding machine spindle systems based on complexity
In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Xinfeng Dong [verfasserIn] |
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| Format: |
Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2015 |
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| Schlagwörter: |
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| Übergeordnetes Werk: |
Enthalten in: Proceedings of the Institution of Mechanical Engineers / B - London : Inst., 1983, 229(2015), 8, Seite 1467 |
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| Übergeordnetes Werk: |
volume:229 ; year:2015 ; number:8 ; pages:1467 |
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| 520 | |a In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. | ||
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| 700 | 0 | |a Weimin Zhang |4 oth | |
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PQ20160617 (DE-627)OLC1956554459 (DE-599)GBVOLC1956554459 (PRQ)p1526-fc6acf9edd4dc5cbeb33bfff8d5f744c3478b587cc2716bbdcbb6575656d78a60 (KEY)0121118820150000229000801467degradationanalysisofgrindingmachinespindlesystems DE-627 ger DE-627 rakwb eng 620 DNB 52.70 bkl Xinfeng Dong verfasserin aut Degradation analysis of grinding machine spindle systems based on complexity 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. Algorithms Grinding tools Machine tools Complexity theory Vibration Weimin Zhang oth Enthalten in Proceedings of the Institution of Mechanical Engineers / B London : Inst., 1983 229(2015), 8, Seite 1467 (DE-627)130863106 (DE-600)1030835-0 (DE-576)023106425 0954-4054 nnns volume:229 year:2015 number:8 pages:1467 http://search.proquest.com/docview/1707551386 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC GBV_ILN_70 GBV_ILN_2006 GBV_ILN_4046 52.70 AVZ AR 229 2015 8 1467 |
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PQ20160617 (DE-627)OLC1956554459 (DE-599)GBVOLC1956554459 (PRQ)p1526-fc6acf9edd4dc5cbeb33bfff8d5f744c3478b587cc2716bbdcbb6575656d78a60 (KEY)0121118820150000229000801467degradationanalysisofgrindingmachinespindlesystems DE-627 ger DE-627 rakwb eng 620 DNB 52.70 bkl Xinfeng Dong verfasserin aut Degradation analysis of grinding machine spindle systems based on complexity 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. Algorithms Grinding tools Machine tools Complexity theory Vibration Weimin Zhang oth Enthalten in Proceedings of the Institution of Mechanical Engineers / B London : Inst., 1983 229(2015), 8, Seite 1467 (DE-627)130863106 (DE-600)1030835-0 (DE-576)023106425 0954-4054 nnns volume:229 year:2015 number:8 pages:1467 http://search.proquest.com/docview/1707551386 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC GBV_ILN_70 GBV_ILN_2006 GBV_ILN_4046 52.70 AVZ AR 229 2015 8 1467 |
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PQ20160617 (DE-627)OLC1956554459 (DE-599)GBVOLC1956554459 (PRQ)p1526-fc6acf9edd4dc5cbeb33bfff8d5f744c3478b587cc2716bbdcbb6575656d78a60 (KEY)0121118820150000229000801467degradationanalysisofgrindingmachinespindlesystems DE-627 ger DE-627 rakwb eng 620 DNB 52.70 bkl Xinfeng Dong verfasserin aut Degradation analysis of grinding machine spindle systems based on complexity 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. Algorithms Grinding tools Machine tools Complexity theory Vibration Weimin Zhang oth Enthalten in Proceedings of the Institution of Mechanical Engineers / B London : Inst., 1983 229(2015), 8, Seite 1467 (DE-627)130863106 (DE-600)1030835-0 (DE-576)023106425 0954-4054 nnns volume:229 year:2015 number:8 pages:1467 http://search.proquest.com/docview/1707551386 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC GBV_ILN_70 GBV_ILN_2006 GBV_ILN_4046 52.70 AVZ AR 229 2015 8 1467 |
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PQ20160617 (DE-627)OLC1956554459 (DE-599)GBVOLC1956554459 (PRQ)p1526-fc6acf9edd4dc5cbeb33bfff8d5f744c3478b587cc2716bbdcbb6575656d78a60 (KEY)0121118820150000229000801467degradationanalysisofgrindingmachinespindlesystems DE-627 ger DE-627 rakwb eng 620 DNB 52.70 bkl Xinfeng Dong verfasserin aut Degradation analysis of grinding machine spindle systems based on complexity 2015 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. Algorithms Grinding tools Machine tools Complexity theory Vibration Weimin Zhang oth Enthalten in Proceedings of the Institution of Mechanical Engineers / B London : Inst., 1983 229(2015), 8, Seite 1467 (DE-627)130863106 (DE-600)1030835-0 (DE-576)023106425 0954-4054 nnns volume:229 year:2015 number:8 pages:1467 http://search.proquest.com/docview/1707551386 GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-TEC GBV_ILN_70 GBV_ILN_2006 GBV_ILN_4046 52.70 AVZ AR 229 2015 8 1467 |
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Degradation analysis of grinding machine spindle systems based on complexity |
| abstract |
In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. |
| abstractGer |
In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. |
| abstract_unstemmed |
In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool. |
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Degradation analysis of grinding machine spindle systems based on complexity |
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<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000caa a2200265 4500</leader><controlfield tag="001">OLC1956554459</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20220217081446.0</controlfield><controlfield tag="007">tu</controlfield><controlfield tag="008">160206s2015 xx ||||| 00| ||eng c</controlfield><datafield tag="028" ind1="5" ind2="2"><subfield code="a">PQ20160617</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)OLC1956554459</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)GBVOLC1956554459</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(PRQ)p1526-fc6acf9edd4dc5cbeb33bfff8d5f744c3478b587cc2716bbdcbb6575656d78a60</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(KEY)0121118820150000229000801467degradationanalysisofgrindingmachinespindlesystems</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="082" ind1="0" ind2="4"><subfield code="a">620</subfield><subfield code="q">DNB</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">52.70</subfield><subfield code="2">bkl</subfield></datafield><datafield tag="100" ind1="0" ind2=" "><subfield code="a">Xinfeng Dong</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Degradation analysis of grinding machine spindle systems based on complexity</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">2015</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">ohne Hilfsmittel zu benutzen</subfield><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Band</subfield><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">In order to monitor the degradation statuses of the spindle systems of machine tool during use, a degradation analysis method based on the complexity is proposed. In this article, the workpiece spindle systems of the grinding machine tool are taken as research object. First, the vibration signals of the workpiece spindle systems in X2 direction are monthly measured from April to October. The complexity values per month of the filtered vibration signals in X2 direction are calculated by Lempel-Ziv algorithm and are used as the index to monitor the degradation statuses of the workpiece spindle systems during 6 months running. The results show that the complexity values of the measured vibration signals from April to October gradually increase, and the status of the workpiece spindle systems of the grinding machine tool has a slight degradation. Finally, in order to verify the validity of the proposed method, the degradation bearing data published by Case Western Reserve University are used to verify the feasibility, and the result shows that the complexity is effective to the degradation analysis of the spindle systems of machine tool.</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Algorithms</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Grinding tools</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Machine tools</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Complexity theory</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Vibration</subfield></datafield><datafield tag="700" ind1="0" ind2=" "><subfield code="a">Weimin Zhang</subfield><subfield code="4">oth</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="t">Proceedings of the Institution of Mechanical Engineers / B</subfield><subfield code="d">London : Inst., 1983</subfield><subfield code="g">229(2015), 8, Seite 1467</subfield><subfield code="w">(DE-627)130863106</subfield><subfield code="w">(DE-600)1030835-0</subfield><subfield code="w">(DE-576)023106425</subfield><subfield code="x">0954-4054</subfield><subfield code="7">nnns</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:229</subfield><subfield code="g">year:2015</subfield><subfield code="g">number:8</subfield><subfield code="g">pages:1467</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="u">http://search.proquest.com/docview/1707551386</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_USEFLAG_A</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_A</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_OLC</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SSG-OLC-TEC</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_70</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2006</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4046</subfield></datafield><datafield tag="936" ind1="b" ind2="k"><subfield code="a">52.70</subfield><subfield code="q">AVZ</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">229</subfield><subfield code="j">2015</subfield><subfield code="e">8</subfield><subfield code="h">1467</subfield></datafield></record></collection>
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