Predictive maintenance for rotating machinery by using vibration analysis
This paper presents a complete and well tested virtual instrument (VI) for computer numerical control (CNC) machine predictive maintenance. The national instrument (NI) hardware, LabVIEW software and accelerometer sensor are acquired for the vibration analysis integrated with virtual instrument were...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Faculty Mechanical Engineering, UMP
2021
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/32716/1/Predictive%20maintenance%20for%20rotating%20machinery%20by%20using%20vibration%20analysis.pdf |
| _version_ | 1825814090493198336 |
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| author | N., Jamil M. F., Hassan S. K., Lim A. R., Yusoff |
| author_facet | N., Jamil M. F., Hassan S. K., Lim A. R., Yusoff |
| author_sort | N., Jamil |
| collection | UMP |
| description | This paper presents a complete and well tested virtual instrument (VI) for computer numerical control (CNC) machine predictive maintenance. The national instrument (NI) hardware, LabVIEW software and accelerometer sensor are acquired for the vibration analysis integrated with virtual instrument were developed based on the vibration severity chart threshold in ISO 10816. Validation experiments of the predictive maintenance module were utilized on drilling and milling processes to test and verify the effectiveness of the module. Results obtained from current module can monitor and provide the machine conditions at different condition of good, satisfactory, unsatisfactory, and unacceptable for rotating machinery status according to the vibration severity chart as per ISO 10816. |
| first_indexed | 2024-03-06T12:53:41Z |
| format | Article |
| id | UMPir32716 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:53:41Z |
| publishDate | 2021 |
| publisher | Faculty Mechanical Engineering, UMP |
| record_format | dspace |
| spelling | UMPir327162023-02-23T08:03:31Z http://umpir.ump.edu.my/id/eprint/32716/ Predictive maintenance for rotating machinery by using vibration analysis N., Jamil M. F., Hassan S. K., Lim A. R., Yusoff TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics This paper presents a complete and well tested virtual instrument (VI) for computer numerical control (CNC) machine predictive maintenance. The national instrument (NI) hardware, LabVIEW software and accelerometer sensor are acquired for the vibration analysis integrated with virtual instrument were developed based on the vibration severity chart threshold in ISO 10816. Validation experiments of the predictive maintenance module were utilized on drilling and milling processes to test and verify the effectiveness of the module. Results obtained from current module can monitor and provide the machine conditions at different condition of good, satisfactory, unsatisfactory, and unacceptable for rotating machinery status according to the vibration severity chart as per ISO 10816. Faculty Mechanical Engineering, UMP 2021-09-19 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/32716/1/Predictive%20maintenance%20for%20rotating%20machinery%20by%20using%20vibration%20analysis.pdf N., Jamil and M. F., Hassan and S. K., Lim and A. R., Yusoff (2021) Predictive maintenance for rotating machinery by using vibration analysis. Journal of Mechanical Engineering and Sciences (JMES), 15 (3). 8289 -8299. ISSN 2231-8380 (online). (Published) https://doi.org/10.15282/jmes.15.3.2021.07.0651 https://doi.org/10.15282/jmes.15.3.2021.07.0651 |
| spellingShingle | TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics N., Jamil M. F., Hassan S. K., Lim A. R., Yusoff Predictive maintenance for rotating machinery by using vibration analysis |
| title | Predictive maintenance for rotating machinery by using vibration analysis |
| title_full | Predictive maintenance for rotating machinery by using vibration analysis |
| title_fullStr | Predictive maintenance for rotating machinery by using vibration analysis |
| title_full_unstemmed | Predictive maintenance for rotating machinery by using vibration analysis |
| title_short | Predictive maintenance for rotating machinery by using vibration analysis |
| title_sort | predictive maintenance for rotating machinery by using vibration analysis |
| topic | TJ Mechanical engineering and machinery TL Motor vehicles. Aeronautics. Astronautics |
| url | http://umpir.ump.edu.my/id/eprint/32716/1/Predictive%20maintenance%20for%20rotating%20machinery%20by%20using%20vibration%20analysis.pdf |
| work_keys_str_mv | AT njamil predictivemaintenanceforrotatingmachinerybyusingvibrationanalysis AT mfhassan predictivemaintenanceforrotatingmachinerybyusingvibrationanalysis AT sklim predictivemaintenanceforrotatingmachinerybyusingvibrationanalysis AT aryusoff predictivemaintenanceforrotatingmachinerybyusingvibrationanalysis |