Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis
For fault diagnosis and predictive maintenance of rotating machinery, the phase errors generated by the integration processing of a vibration signal are an essential investigation subject. Phase errors affect the solution of mechanical systems with multiple vibration sources and also the information...
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-01-01
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| Series: | Applied Sciences |
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| Online Access: | https://www.mdpi.com/2076-3417/11/2/873 |
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| author | Ignacio Torres-Contreras Juan Carlos Jáuregui-Correa Carlos Santiago López-Cajún Salvador Echeverría-Villagómez |
| author_facet | Ignacio Torres-Contreras Juan Carlos Jáuregui-Correa Carlos Santiago López-Cajún Salvador Echeverría-Villagómez |
| author_sort | Ignacio Torres-Contreras |
| collection | DOAJ |
| description | For fault diagnosis and predictive maintenance of rotating machinery, the phase errors generated by the integration processing of a vibration signal are an essential investigation subject. Phase errors affect the solution of mechanical systems with multiple vibration sources and also the information transmitted through the vibration that is used for fault diagnosis. This work proposes the use of phase plane, recurrence plot (RP), and cross recurrence plot (CRP) to evaluate phase shift error effects on the solution of multiple asynchronous and simple periodic functions, and on the smoothing of a Gaussian peak with white noise. Noisy peaks were smoothed twice with the triangular method and with a different number of points. The analysis of the asynchronous periodic functions and the smoothing indicated that a small phase shift changes the phase plane and the RP pattern. These changes can affect not only the accuracy of machinery fault diagnosis but also prediction for the application of timely maintenance actions. |
| first_indexed | 2024-03-09T04:22:01Z |
| format | Article |
| id | doaj.art-75d37b34c5634043b21090756ed72437 |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-09T04:22:01Z |
| publishDate | 2021-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-75d37b34c5634043b21090756ed724372023-12-03T13:45:58ZengMDPI AGApplied Sciences2076-34172021-01-0111287310.3390/app11020873Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault DiagnosisIgnacio Torres-Contreras0Juan Carlos Jáuregui-Correa1Carlos Santiago López-Cajún2Salvador Echeverría-Villagómez3Facultad de Ingeniería, Universidad Autónoma de Querétaro, Querétaro 76010, MexicoFacultad de Ingeniería, Universidad Autónoma de Querétaro, Querétaro 76010, MexicoCampus San Juan del Río, Universidad Autónoma de Querétaro, Av. Río Moctezuma No. 249, Col. San Cayetano, San Juan de Río 76807, MexicoCentro Nacional de Metrología, km 4.5 Carretera a los Cues, Municipio del Marques 76246, MexicoFor fault diagnosis and predictive maintenance of rotating machinery, the phase errors generated by the integration processing of a vibration signal are an essential investigation subject. Phase errors affect the solution of mechanical systems with multiple vibration sources and also the information transmitted through the vibration that is used for fault diagnosis. This work proposes the use of phase plane, recurrence plot (RP), and cross recurrence plot (CRP) to evaluate phase shift error effects on the solution of multiple asynchronous and simple periodic functions, and on the smoothing of a Gaussian peak with white noise. Noisy peaks were smoothed twice with the triangular method and with a different number of points. The analysis of the asynchronous periodic functions and the smoothing indicated that a small phase shift changes the phase plane and the RP pattern. These changes can affect not only the accuracy of machinery fault diagnosis but also prediction for the application of timely maintenance actions.https://www.mdpi.com/2076-3417/11/2/873recurrence plottime series integrationmachinery fault diagnosisnon-linear vibration |
| spellingShingle | Ignacio Torres-Contreras Juan Carlos Jáuregui-Correa Carlos Santiago López-Cajún Salvador Echeverría-Villagómez Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis Applied Sciences recurrence plot time series integration machinery fault diagnosis non-linear vibration |
| title | Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis |
| title_full | Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis |
| title_fullStr | Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis |
| title_full_unstemmed | Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis |
| title_short | Effects of Phase Shift Errors in Recurrence Plot for Rotating Machinery Fault Diagnosis |
| title_sort | effects of phase shift errors in recurrence plot for rotating machinery fault diagnosis |
| topic | recurrence plot time series integration machinery fault diagnosis non-linear vibration |
| url | https://www.mdpi.com/2076-3417/11/2/873 |
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