2018
DOI: 10.1155/2018/7460419
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Vibration‐Based Fault Diagnosis of Commutator Motor

Abstract: This paper presents a study on vibration-based fault diagnosis techniques of a commutator motor (CM). Proposed techniques used vibration signals and signal processing methods. The authors analysed recognition efficiency for 3 states of the CM: healthy CM, CM with broken tooth on sprocket, CM with broken rotor coil. Feature extraction methods called MSAF-RATIO-50-SFC (method of selection of amplitudes of frequencies ratio 50 second frequency coefficient), MSAF-RATIO-50-SFC-EXPANDED were implemented and used for… Show more

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Cited by 48 publications
(33 citation statements)
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References 35 publications
(77 reference statements)
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“…The proposed topics are essential for industry. Signal processing and analysis of diagnostic signals are used for fault diagnosis and monitoring systems [11][12][13][14][15][16][17][18][19][20][21][22][23][24][25][26]. Signal processing and image processing methods are used for many applications, for example medical applications [27][28][29][30][31][32][33][34][35][36].…”
Section: The Present Special Issuementioning
confidence: 99%
“…The proposed topics are essential for industry. Signal processing and analysis of diagnostic signals are used for fault diagnosis and monitoring systems [11][12][13][14][15][16][17][18][19][20][21][22][23][24][25][26]. Signal processing and image processing methods are used for many applications, for example medical applications [27][28][29][30][31][32][33][34][35][36].…”
Section: The Present Special Issuementioning
confidence: 99%
“…Measurements play a very important role in scientific progress. That is why there are many types of sensors [1], [2]. New ideas in sensors and sensor technologies as well as in measuring methods and techniques appear at a fast rate [3]- [7].…”
Section: Introductionmentioning
confidence: 99%
“…Acoustic and thermal signals can be measured without touching the motor. The method of selection of amplitudes of frequencies ratio 50 second frequency coefficient (MSAF-RATIO-50-SFC), MSAF-RATIO-50-SFC-EXPANDED, MSAF-RATIO-24-MULTIEXPANDED-FILTER-8, and shortened method of frequencies selection (SMoFS-15) are methods later used for diagnosis with the recent development of non-invasive sensor technology [14,15]. The disadvantage of the mentioned diagnostic signals is difficult processing.…”
Section: Introductionmentioning
confidence: 99%