Multiple-Fault Detection Methodology Based on Vibration and Current Analysis Applied to Bearings in Induction Motors and Gearboxes on the Kinematic Chain
Gearboxes and induction motors are important components in industrial applications and their monitoring condition is critical in the industrial sector so as to reduce costs and maintenance downtimes. There are several techniques associated with the fault diagnosis in rotating machinery; however, vib...
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Published in | Shock and vibration Vol. 2016; no. 2016; pp. 1 - 13 |
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Main Authors | , , , , |
Format | Journal Article Publication |
Language | English |
Published |
Cairo, Egypt
Hindawi Publishing Corporation
01.01.2016
John Wiley & Sons, Inc Wiley |
Subjects | |
Online Access | Get full text |
ISSN | 1070-9622 1875-9203 |
DOI | 10.1155/2016/5467643 |
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Abstract | Gearboxes and induction motors are important components in industrial applications and their monitoring condition is critical in the industrial sector so as to reduce costs and maintenance downtimes. There are several techniques associated with the fault diagnosis in rotating machinery; however, vibration and stator currents analysis are commonly used due to their proven reliability. Indeed, vibration and current analysis provide fault condition information by means of the fault-related spectral component identification. This work presents a methodology based on vibration and current analysis for the diagnosis of wear in a gearbox and the detection of bearing defect in an induction motor both linked to the same kinematic chain; besides, the location of the fault-related components for analysis is supported by the corresponding theoretical models. The theoretical models are based on calculation of characteristic gearbox and bearings fault frequencies, in order to locate the spectral components of the faults. In this work, the influence of vibrations over the system is observed by performing motor current signal analysis to detect the presence of faults. The obtained results show the feasibility of detecting multiple faults in a kinematic chain, making the proposed methodology suitable to be used in the application of industrial machinery diagnosis. |
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AbstractList | Gearboxes and induction motors are important components in industrial applications and their monitoring condition is critical in the industrial sector so as to reduce costs and maintenance downtimes. There are several techniques associated with the fault diagnosis in rotating machinery; however, vibration and stator currents analysis are commonly used due to their proven reliability. Indeed, vibration and current analysis provide fault condition information by means of the fault-related spectral component identification. This work presents a methodology based on vibration and current analysis for the diagnosis of wear in a gearbox and the detection of bearing defect in an induction motor both linked to the same kinematic chain; besides, the location of the fault-related components for analysis is supported by the corresponding theoretical models. The theoretical models are based on calculation of characteristic gearbox and bearings fault frequencies, in order to locate the spectral components of the faults. In this work, the influence of vibrations over the system is observed by performing motor current signal analysis to detect the presence of faults. The obtained results show the feasibility of detecting multiple faults in a kinematic chain, making the proposed methodology suitable to be used in the application of industrial machinery diagnosis. © 2016 Juan Jose Saucedo-Dorantes et al. Gearboxes and induction motors are important components in industrial applications and their monitoring condition is critical in the industrial sector so as to reduce costs and maintenance downtimes. There are several techniques associated with the fault diagnosis in rotating machinery; however, vibration and stator currents analysis are commonly used due to their proven reliability. Indeed, vibration and current analysis provide fault condition information by means of the fault-related spectral component identification. This work presents a methodology based on vibration and current analysis for the diagnosis of wear in a gearbox and the detection of bearing defect in an induction motor both linked to the same kinematic chain; besides, the location of the fault-related components for analysis is supported by the corresponding theoretical models. The theoretical models are based on calculation of characteristic gearbox and bearings fault frequencies, in order to locate the spectral components of the faults. In this work, the influence of vibrations over the system is observed by performing motor current signal analysis to detect the presence of faults. The obtained results show the feasibility of detecting multiple faults in a kinematic chain, making the proposed methodology suitable to be used in the application of industrial machinery diagnosis. |
Audience | Academic |
Author | Osornio-Rios, Roque A. Romero-Troncoso, R. D. J. Delgado-Prieto, Miguel Saucedo-Dorantes, Juan Jose Ortega-Redondo, Juan Antonio |
Author_xml | – sequence: 1 fullname: Saucedo Dorantes, Juan Jose – sequence: 2 fullname: Delgado Prieto, Miquel – sequence: 3 fullname: Ortega Redondo, Juan Antonio – sequence: 4 fullname: Osomio Rios, Alfredo – sequence: 5 fullname: Romero Troncoso, Rene De Jesus |
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Contributor | Universitat Politècnica de Catalunya. MCIA - Motion Control and Industrial Applications Research Group Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica |
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Copyright | Copyright © 2016 Juan Jose Saucedo-Dorantes et al. COPYRIGHT 2016 John Wiley & Sons, Inc. Copyright © 2016 Juan Jose Saucedo-Dorantes et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Attribution-NonCommercial-NoDerivs 3.0 Spain info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by-nc-nd/3.0/es |
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Snippet | Gearboxes and induction motors are important components in industrial applications and their monitoring condition is critical in the industrial sector so as to... © 2016 Juan Jose Saucedo-Dorantes et al. Gearboxes and induction motors are important components in industrial applications and their monitoring condition is... |
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SubjectTerms | Bearings Bearings (Machinery) Chains Electric motors, Induction Enginyeria mecànica Fault location (Engineering) Faults Gearboxes Induction electric motors Induction motors Mechanical properties Methodology Methods Motors Motors elèctrics d'inducció Observations Vibration Vibration analysis Àrees temàtiques de la UPC |
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Title | Multiple-Fault Detection Methodology Based on Vibration and Current Analysis Applied to Bearings in Induction Motors and Gearboxes on the Kinematic Chain |
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