Rotating machinery fault can cause accidents like loss of flow or turbine trip that seriously
threaten the operation safety of nuclear power plants (NPPs). Artificial intelligence …

Fault diagnosis (FD) of rotating machines is critical to the safety and economic operation of
nuclear power plants (NPPs). Gated Recurrent Unit (GRU) is a gating mechanism in …

Fault diagnosis plays an important role in complex and safety-critical systems such as
nuclear power plants (NPPs). With the development of artificial intelligence (AI), extensive …

Fault diagnosis techniques can detect abnormal states of equipment or systems, give
warning information timely, help to optimize the maintenance schedule, reduce unplanned …

Rotating machinery is widely applied in important equipment of nuclear power plants
(NPPs), such as pumps and valves. The research on intelligent fault diagnosis of rotating …

This paper presents an up-to-date review of data-driven condition monitoring of industrial
equipment with the focus on three commonly used equipment: motors, pumps, and bearings …

There are many substances beneficial to human body in tea. In this study, we put forward
innovative strategies to quickly and harmlessly identify Chinese green tea varieties. Near …

Due to the wide application and high safety requirements of rotating machines in nuclear
power plants (NPPs), it has received more and more attention. The rotating machines fault …

To address the problem that uneven sample distribution can affect the accuracy and stability
of fault diagnosis outcomes, we propose a deep transfer learning-Res2Net-convolutional …

Existing intelligent fault diagnosis approaches demand substantial data for training
diagnostic models. However, factors such as the inherent characteristics of bearings …