A Speed Estimation Method for Gear System Based on Cyclic and Vibration Spectrums

Rotational speed is a critical parameter for the monitoring and fault diagnosis of industrial equipment. However, some industrial sites lack speed measurement devices, necessitating accurate speed estimation through vibration signals. The presence of low-frequency interference components and high-frequency aliasing sidebands in the complex vibration spectrum of the transmission system severely impacts the precision of speed frequency search. To address this issue, a method for estimating the rotational speed of gear transmission systems based on cyclic spectrum analysis of low-resolution vibration signals is proposed. By utilizing the cyclic spectrum to obtain a reference rotational frequency less susceptible to interference, and combining it with the equivalent velocity spectrum of vibration signals, the method effectively estimates the rotational components of the gear system. The effectiveness of the proposed method is verified through practical case studies.

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Publication Details

Published
2025-01-10
DOI
https://doi.org/10.1109/iceaai64185.2025.10957684
Primary Topic
Gear and Bearing Dynamics Analysis
Type
article
Field-Weighted Citation Impact
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article

A Speed Estimation Method for Gear System Based on Cyclic and Vibration Spectrums

Chuangxin He, Rui Xu, Lin Liang, Lin Chai et al.
Gear and Bearing Dynamics Analysis
article

A Speed Estimation Method for Gear System Based on Cyclic and Vibration Spectrums

Chuangxin He, Rui Xu, Lin Liang, Lin Chai, Cheng Hua
article en

Abstract

Rotational speed is a critical parameter for the monitoring and fault diagnosis of industrial equipment. However, some industrial sites lack speed measurement devices, necessitating accurate speed estimation through vibration signals. The presence of low-frequency interference components and high-frequency aliasing sidebands in the complex vibration spectrum of the transmission system severely impacts the precision of speed frequency search. To address this issue, a method for estimating the rotational speed of gear transmission systems based on cyclic spectrum analysis of low-resolution vibration signals is proposed. By utilizing the cyclic spectrum to obtain a reference rotational frequency less susceptible to interference, and combining it with the equivalent velocity spectrum of vibration signals, the method effectively estimates the rotational components of the gear system. The effectiveness of the proposed method is verified through practical case studies.

Jiuquan Iron & Steel (China) (CN), Xi'an Jiaotong University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 93%
Gear and Bearing Dynamics Analysis
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