[PDF][PDF] 大数据下机械智能故障诊断的机遇与挑战
雷亚国， 贾峰， 孔德同， 林京， 邢赛博 - 机械工程学报, 2018 - qikan.cmes.org
机械故障是风力发电设备, 航空发动机, 高档数控机床等大型机械装备安全可靠运行的“潜在杀手”
. 故障诊断是保障机械装备安全运行的“杀手锏”. 由于诊断的装备量大面广, 每台装备测点多 …
. 故障诊断是保障机械装备安全运行的“杀手锏”. 由于诊断的装备量大面广, 每台装备测点多 …
A survey on fault diagnosis approaches for rolling bearings of railway vehicles
This paper reviews the current research status of rolling bearing fault diagnosis technology
for railway vehicles. Several domains are covered, including vibration fault diagnosis …
for railway vehicles. Several domains are covered, including vibration fault diagnosis …
A survey of mechanical fault diagnosis based on audio signal analysis
L Tang, H Tian, H Huang, S Shi, Q Ji - Measurement, 2023 - Elsevier
Mechanical fault diagnosis is one of the important technologies in the fourth industrial
revolution. In recent years, mechanical fault diagnosis based on audio signal analysis …
revolution. In recent years, mechanical fault diagnosis based on audio signal analysis …
Learning attention representation with a multi-scale CNN for gear fault diagnosis under different working conditions
Y Yao, S Zhang, S Yang, G Gui - Sensors, 2020 - mdpi.com
The gear fault signal under different working conditions is non-linear and non-stationary,
which makes it difficult to distinguish faulty signals from normal signals. Currently, gear fault …
which makes it difficult to distinguish faulty signals from normal signals. Currently, gear fault …
A general multi-objective optimized wavelet filter and its applications in fault diagnosis of wheelset bearings
S Yang, X Gu, Y Liu, R Hao, S Li - Mechanical Systems and Signal …, 2020 - Elsevier
Optimal wavelet filter is a commonly used and effective tool for bearing fault diagnosis. To
locate the informative frequency band for extracting fault-induced repetitive transients, the …
locate the informative frequency band for extracting fault-induced repetitive transients, the …
Adaptive fault feature extraction from wayside acoustic signals from train bearings
Wayside acoustic detection of train bearing faults plays a significant role in maintaining
safety in the railway transport system. However, the bearing fault information is normally …
safety in the railway transport system. However, the bearing fault information is normally …
Chemical characteristics and source apportionment of PM2. 5 using PMF modelling coupled with 1-hr resolution online air pollutant dataset for Linfen, China
The chemical species in PM 2.5 and air pollutant concentration data with 1-hr resolution
were monitored synchronously between 15 November 2018 and 20 January 2019 in Linfen …
were monitored synchronously between 15 November 2018 and 20 January 2019 in Linfen …
Perspectives on railway axle bearing condition monitoring
M Entezami, C Roberts, P Weston… - Proceedings of the …, 2020 - journals.sagepub.com
Defects in railway axle bearings can affect operational efficiency, or cause in-service
failures, damaging the track and train. Healthy bearings produce a certain level of vibration …
failures, damaging the track and train. Healthy bearings produce a certain level of vibration …
Multi-bearing weak defect detection for wayside acoustic diagnosis based on a time-varying spatial filtering rearrangement
S Zhang, Q He, K Ouyang, W Xiong - Mechanical Systems and Signal …, 2018 - Elsevier
Abstract The wayside Acoustic Defective Bearing Detector (ADBD) system plays an
important role in ensuring the safety of railway transportation. However, Doppler distortion …
important role in ensuring the safety of railway transportation. However, Doppler distortion …
Development of acoustic denoising learning network for communication enhancement in construction sites
This paper presents a novel denoising approach based on deep learning and signal
processing to improve communication efficiency. Construction activities take place when …
processing to improve communication efficiency. Construction activities take place when …