Role of image feature enhancement in intelligent fault diagnosis for mechanical equipment: A review

Y Sun, W Wang - Engineering Failure Analysis, 2024 - Elsevier
In the modern manufacturing industry, mechanical equipment plays a crucial role.
Equipment working in harsh environments for a long time is more likely to break down …

New sensing technologies for monitoring machinery, structures, and manufacturing processes

Z Fan, RX Gao, Q He, Y Huang, T Jiang… - Journal of Dynamics …, 2023 - ojs.istp-press.com
Sensing is the fundamental technique for sensor data acquisition in monitoring the operation
condition of the machinery, structures and manufacturing processes. In this paper, we briefly …

Metamaterial-based acoustic enhanced sensing for gearbox weak fault feature diagnosis

H Pan, X Ding, H Qiao, W Huang, J **ao… - Smart Materials and …, 2023 - iopscience.iop.org
In gear fault diagnosis of practical engineering, the gear fault signal is affected by external
strong noise interference, the multipath superposition and interface loss of the internal fault …

[HTML][HTML] Robust enhanced acoustic sensing via gradient phononic crystals

T Chen, B **a, D Yu, C Bi - Physics Letters A, 2024 - Elsevier
In this letter, a gradient phononic crystal (PC) structure is proposed for robust enhanced
acoustic sensing. At first, the topologically protected edge states are introduced by breaking …

Gear fault detection via directional enhancement of phononic crystal resonators

J **ao, X Ding, Y Wang, W Huang, Q He… - International Journal of …, 2024 - Elsevier
Condition monitoring and diagnosis of the gears is essential to ensure the reliability of the
whole mechanical equipment. Sensing technology based on acoustic signals plays a vital …

A Lightweight Bearing Compound Fault Diagnosis Method With Gram Angle Field and Ghost-ResNet Model

Y Gu, R Chen, P Huang, J Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To address the problem of large parameters in the ResNet model, this article proposes a
rolling bearing fault diagnosis method with gram angle field (GAF) and Ghost-ResNet. For …

Far-field acoustic imaging enhancement using compact graded refractive index metamaterials

Z Li, J Ma, J Li, X Huang - IEEE Transactions on Computational …, 2023 - ieeexplore.ieee.org
Acoustic metamaterials (AMMs) are promising in high-performance acoustic detection and
imaging; however, few can be combined with sensors to form a practical detector, and most …

A metamaterials-augmented drone monitor for acoustics-based remote fault detection and diagnosis

Y Lin, S Huang, R Deng, M Wang, Z Zou, F Gu… - … Systems and Signal …, 2025 - Elsevier
Abstract Drone Acoustic Remote Sensing Technology (DARST) holds significant potential in
the approach to promote condition monitoring performance and efficiency. However, due to …

A novel drum-shaped metastructure aided weak signal enhancement method for bearing fault diagnosis

Y Lin, S Huang, B Chen, D Shi, Z Zhou, R Deng… - … Systems and Signal …, 2024 - Elsevier
Rolling bearings, extensively utilized in rotating machinery, have critical significance for
online fault diagnosis in the domains of industrial equipment maintenance and accident …

Synchronous averaging with sliding narrowband filtering for low-speed bearing fault diagnosis

Y Huang, K Wang, Z Deng, Z Xue, B Zhang… - Journal of Sound and …, 2024 - Elsevier
The health condition of low-speed rolling bearing, such as the main bearing in wind turbines
which bears the heavy dead weight and operates under variable speeds, has a big impact …