TY - JOUR
T1 - Residual angular speed analysis based on laser Doppler vibrometer and its application in planetary gearbox diagnosis
AU - Liu, Hanyang
AU - Ji, Dingcheng
AU - Lin, Jing
AU - Liu, Zongyang
AU - Li, Hao
N1 - Publisher Copyright:
© 2025 Elsevier Ltd
PY - 2025/6/15
Y1 - 2025/6/15
N2 - Due to the complex transmission paths, diagnosis for planetary gearbox faces many challenges. The Laser Doppler vibrometer (LDV) has been considered a promising tool for non-contact vibration analysis. However, the inherent speckle noise induced by the curved and rotating surface can interfere the identification of the concerned fault impacts. This article presents a residual angular speed analysis approach for the off-plane LDV, featuring a two-step speckle noise reduction process. First, an Improved Signal-to-Noise Ratio (ISNR) metric is developed to guide offset adjustments. Second, a size-adaptive median filter method is designed to mitigate the effects of inevitable spikes. The proposed process can effectively smooth the speckle noise of LDV with a demodulation bandwidth at 100 kHz, to reduce the risk of misdiagnosis. The proposed method is validated by two planet gear fault cases with varying spallation sizes, achieving a similar performance compared to the high-resolution rotary encoder.
AB - Due to the complex transmission paths, diagnosis for planetary gearbox faces many challenges. The Laser Doppler vibrometer (LDV) has been considered a promising tool for non-contact vibration analysis. However, the inherent speckle noise induced by the curved and rotating surface can interfere the identification of the concerned fault impacts. This article presents a residual angular speed analysis approach for the off-plane LDV, featuring a two-step speckle noise reduction process. First, an Improved Signal-to-Noise Ratio (ISNR) metric is developed to guide offset adjustments. Second, a size-adaptive median filter method is designed to mitigate the effects of inevitable spikes. The proposed process can effectively smooth the speckle noise of LDV with a demodulation bandwidth at 100 kHz, to reduce the risk of misdiagnosis. The proposed method is validated by two planet gear fault cases with varying spallation sizes, achieving a similar performance compared to the high-resolution rotary encoder.
KW - Laser Doppler Vibrometer
KW - Non-contact diagnosis
KW - Planetary gearbox
KW - Residual angular speed
KW - Speckle noise reduction
UR - https://www.scopus.com/pages/publications/85218869126
U2 - 10.1016/j.measurement.2025.116987
DO - 10.1016/j.measurement.2025.116987
M3 - 文章
AN - SCOPUS:85218869126
SN - 0263-2241
VL - 250
JO - Measurement: Journal of the International Measurement Confederation
JF - Measurement: Journal of the International Measurement Confederation
M1 - 116987
ER -