Academic Journal
Application of the STFT for Detection of the Rotor Unbalance of a Servo-Drive System with an Elastic Interconnection
| العنوان: | Application of the STFT for Detection of the Rotor Unbalance of a Servo-Drive System with an Elastic Interconnection |
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| المؤلفون: | Pawel Ewert, Bartłomiej Wicher, Tomasz Pajchrowski |
| المصدر: | Electronics, Vol 13, Iss 2, p 441 (2024) |
| بيانات النشر: | MDPI AG |
| سنة النشر: | 2024 |
| المجموعة: | Directory of Open Access Journals: DOAJ Articles |
| مصطلحات موضوعية: | rotor unbalance, diagnostics, two-mass system, short-time Fourier transform STFT, neural network, Electronics, TK7800-8360 |
| الوصف: | The article focuses on the use of short-time Fourier transform (STFT) to detect the unbalance of a drive with a flexible connection between the driving machine and the load. The authors present the unbalance model and justify, through subsequent experiments, why the STFT-based approach is appropriate. The effectiveness of the presented method of analyzing signals from acceleration sensors was confirmed experimentally by designing an artificial neural network for detecting the unbalance. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 2079-9292 |
| Relation: | https://www.mdpi.com/2079-9292/13/2/441; https://doaj.org/toc/2079-9292; https://doaj.org/article/00381d371381431aa2b5a30255a9aa39 |
| DOI: | 10.3390/electronics13020441 |
| الاتاحة: | https://doi.org/10.3390/electronics13020441 https://doaj.org/article/00381d371381431aa2b5a30255a9aa39 |
| رقم الانضمام: | edsbas.EB7A93B7 |
| قاعدة البيانات: | BASE |
Full Text Finder | تدمد: | 20799292 |
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| DOI: | 10.3390/electronics13020441 |