Standard

On the Possibility of Using the Threshold Approach to Detecting the Failure of Bearings in an Induction Motor. / Esaulkova, Dina; Metelkov, Vladimir; Kostylev, Alex.
2023 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 - Proceedings: book. Institute of Electrical and Electronics Engineers Inc., 2023. p. 1-4.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Harvard

Esaulkova, D, Metelkov, V & Kostylev, A 2023, On the Possibility of Using the Threshold Approach to Detecting the Failure of Bearings in an Induction Motor. in 2023 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 - Proceedings: book. Institute of Electrical and Electronics Engineers Inc., pp. 1-4, 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023, Ekaterinburg, Russian Federation, 23/05/2023. https://doi.org/10.1109/ACED57798.2023.10143444

APA

Esaulkova, D., Metelkov, V., & Kostylev, A. (2023). On the Possibility of Using the Threshold Approach to Detecting the Failure of Bearings in an Induction Motor. In 2023 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 - Proceedings: book (pp. 1-4). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACED57798.2023.10143444

Vancouver

Esaulkova D, Metelkov V, Kostylev A. On the Possibility of Using the Threshold Approach to Detecting the Failure of Bearings in an Induction Motor. In 2023 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 - Proceedings: book. Institute of Electrical and Electronics Engineers Inc. 2023. p. 1-4 doi: 10.1109/ACED57798.2023.10143444

Author

Esaulkova, Dina ; Metelkov, Vladimir ; Kostylev, Alex. / On the Possibility of Using the Threshold Approach to Detecting the Failure of Bearings in an Induction Motor. 2023 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 - Proceedings: book. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 1-4

BibTeX

@inproceedings{e2dcb098dc584d008c40a14b244d2e24,
title = "On the Possibility of Using the Threshold Approach to Detecting the Failure of Bearings in an Induction Motor",
abstract = "Bearing faults are one of the most common causes of induction motor failure. Often, motor vibration information is used to detect this type of damage. However, obtaining this type of information requires special equipment (external sensors) and there are difficulties in using this approach in mechanisms, the operation of which is accompanied by an increased level of technological vibrations. Fault detection methods based on stator current analysis avoid these drawbacks. Currently, there are many approaches to solving diagnostic problems using fairly complex methods. At the same time, it is also of interest to use relatively simple methods suitable for online use. The paper analyzes the possibility of using the simplest threshold approach for detecting motor bearing faults, based on the use of information about the stator current with wavelet analysis for primary signal processing. The possibility of motor bearing fault detection based on the analysis of changes in the standard deviation of the stator current signal in the case of a bearing fault is shown. The features of the choice of the standard deviation threshold value are considered.",
author = "Dina Esaulkova and Vladimir Metelkov and Alex Kostylev",
year = "2023",
month = may,
day = "23",
doi = "10.1109/ACED57798.2023.10143444",
language = "English",
isbn = "979-835031088-7",
pages = "1--4",
booktitle = "2023 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",
note = "19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 ; Conference date: 23-05-2023 Through 25-05-2023",

}

RIS

TY - GEN

T1 - On the Possibility of Using the Threshold Approach to Detecting the Failure of Bearings in an Induction Motor

AU - Esaulkova, Dina

AU - Metelkov, Vladimir

AU - Kostylev, Alex

PY - 2023/5/23

Y1 - 2023/5/23

N2 - Bearing faults are one of the most common causes of induction motor failure. Often, motor vibration information is used to detect this type of damage. However, obtaining this type of information requires special equipment (external sensors) and there are difficulties in using this approach in mechanisms, the operation of which is accompanied by an increased level of technological vibrations. Fault detection methods based on stator current analysis avoid these drawbacks. Currently, there are many approaches to solving diagnostic problems using fairly complex methods. At the same time, it is also of interest to use relatively simple methods suitable for online use. The paper analyzes the possibility of using the simplest threshold approach for detecting motor bearing faults, based on the use of information about the stator current with wavelet analysis for primary signal processing. The possibility of motor bearing fault detection based on the analysis of changes in the standard deviation of the stator current signal in the case of a bearing fault is shown. The features of the choice of the standard deviation threshold value are considered.

AB - Bearing faults are one of the most common causes of induction motor failure. Often, motor vibration information is used to detect this type of damage. However, obtaining this type of information requires special equipment (external sensors) and there are difficulties in using this approach in mechanisms, the operation of which is accompanied by an increased level of technological vibrations. Fault detection methods based on stator current analysis avoid these drawbacks. Currently, there are many approaches to solving diagnostic problems using fairly complex methods. At the same time, it is also of interest to use relatively simple methods suitable for online use. The paper analyzes the possibility of using the simplest threshold approach for detecting motor bearing faults, based on the use of information about the stator current with wavelet analysis for primary signal processing. The possibility of motor bearing fault detection based on the analysis of changes in the standard deviation of the stator current signal in the case of a bearing fault is shown. The features of the choice of the standard deviation threshold value are considered.

UR - http://www.scopus.com/inward/record.url?partnerID=8YFLogxK&scp=85163747923

U2 - 10.1109/ACED57798.2023.10143444

DO - 10.1109/ACED57798.2023.10143444

M3 - Conference contribution

SN - 979-835031088-7

SP - 1

EP - 4

BT - 2023 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 19th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2023

Y2 - 23 May 2023 through 25 May 2023

ER -

ID: 41527310