A review of vibration-based gear wear monitoring and prediction techniques
Gearbox plays a vital role in a wide range of mechanical power transmission systems in
many industrial applications, including wind turbines, vehicles, mining and material handling …
many industrial applications, including wind turbines, vehicles, mining and material handling …
Digital twin-driven intelligent assessment of gear surface degradation
Gearbox has a compact structure, a stable transmission capability, and a high transmission
efficiency. Thus, it is widely applied as a power transmission system in various applications …
efficiency. Thus, it is widely applied as a power transmission system in various applications …
Review of advances in tool condition monitoring techniques in the milling process
T Mohanraj, ES Kirubakaran… - Measurement …, 2024 - iopscience.iop.org
Milling is an extremely adaptable process that can be utilized to fabricate a wide range of
shapes and intricate 3D geometries. The versatility of the milling process renders it useful for …
shapes and intricate 3D geometries. The versatility of the milling process renders it useful for …
A novel vibration-based prognostic scheme for gear health management in surface wear progression of the intelligent manufacturing system
Gearbox has a compact structure, a stable transmission capability, and high transmission
efficiency. Thus, it is widely applied and used as a critical transmission system in intelligent …
efficiency. Thus, it is widely applied and used as a critical transmission system in intelligent …
A novel gear fatigue monitoring indicator and its application to remaining useful life prediction for spur gear in intelligent manufacturing systems
With the material degradation of gear over its service lifespan, the gearbox is prone to
fatigue, especially under harsh working environments. The interaction between gear fatigue …
fatigue, especially under harsh working environments. The interaction between gear fatigue …
Few-shot GAN: Improving the performance of intelligent fault diagnosis in severe data imbalance
In severe data imbalance scenarios, fault samples are generally scarce, challenging the
health management of industrial machinery significantly. Generative adversarial network …
health management of industrial machinery significantly. Generative adversarial network …
A novel vibration indicator to monitor gear natural fatigue pitting propagation
Fatigue pitting can reduce the gear surface durability and induce other severe failures,
which will eventually lead to the complete loss of transmission function of the transmission …
which will eventually lead to the complete loss of transmission function of the transmission …
A cyclostationarity-based wear monitoring framework of spur gears in intelligent manufacturing systems
The gearbox is widely applied as the mechanical transmission system of intelligent
manufacturing systems, such as machine tools and robotics. The harsh working …
manufacturing systems, such as machine tools and robotics. The harsh working …
A novel acoustic emission signal segmentation network for bearing fault fingerprint feature extraction under varying speed conditions
The acoustic emission (AE) technique is known for its sensitivity to early damage and is well-
suited for online condition monitoring of rolling element bearings (REBs) in various industrial …
suited for online condition monitoring of rolling element bearings (REBs) in various industrial …
Domain-invariant feature fusion networks for semi-supervised generalization fault diagnosis
Machinery fault diagnosis based on deep learning methods is cost-effective to guarantee
safety and reliability of mechanical systems. Due to the variability of machinery working …
safety and reliability of mechanical systems. Due to the variability of machinery working …