Analysis of Instantaneous Angular Speed Accuracy Considering Encoder Errors

Instantaneous Angular Speed (IAS) is closely related to the dynamic behavior of rotating machinery and plays a crucial role in diagnosing faults. However, the measurement of the IAS is subject to various errors inevitably, which directly affect the accuracy of IAS estimation and diminish the precisi...

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Bibliographic Details
Published in2024 29th International Conference on Automation and Computing (ICAC) pp. 1 - 6
Main Authors Liu, Yuanhao, Gu, Fengshou, Zeng, Qiang
Format Conference Proceeding
LanguageEnglish
Published IEEE 28.08.2024
Subjects
Accuracy
encoder disk errors
Estimation
Fault diagnosis
frequency domain demodulation
Frequency-domain analysis
instantaneous angular speed
Machinery
Machining
Measurement uncertainty
Noise level
Reliability theory
Rotation measurement
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Summary:Instantaneous Angular Speed (IAS) is closely related to the dynamic behavior of rotating machinery and plays a crucial role in diagnosing faults. However, the measurement of the IAS is subject to various errors inevitably, which directly affect the accuracy of IAS estimation and diminish the precision of fault diagnosis in rotating machinery. Currently, the estimation of IAS primarily relies on time counting methods, and there has been limited research conducted on the application of Frequency Domain Demodulation (FDD) as an IAS estimation method, despite its potential for providing lower noise levels. The study of IAS errors based on the FFD method has received even less attention. This study undertakes pertinent research and investigates the issue identified. Firstly, it develops a model for IAS estimation using FDD, considering the specific characteristics of the encoder disk signal. Secondly, it establishes IAS models for eccentric and inclined encoder disks, considering the spatial geometric characteristics associated with different types of encoder disk errors. In conclusion, the experimental results successfully validate the accuracy and validity of the proposed theoretical models. This study lays a theoretical foundation for the precise measurement of IAS, thereby enhancing the reliability of using IAS for condition monitoring in rotating machinery.
DOI:10.1109/ICAC61394.2024.10718776