In terms of multiple temporal and spatial scales, massive data from experiments, flow field
measurements, and high-fidelity numerical simulations have greatly promoted the rapid …

The traditional on-house sensing (OHS) accelerometer for vibration measurements causes
poor signal-to-noise ratio (SNR) and complicated fault modulations, which increases the …

Thanks to the fast development of micro-electro-mechanical systems (MEMS) technologies,
MEMS accelerometers show great potentialities for machine condition monitoring. To …

Intelligent transportation necessitates advanced perception and cognitive systems that can
provide continuous feedback from the vehicle. However, sensors relying on batteries face …

Accurate and comprehensive flow field reconstruction is essential for promptly monitoring
the flow state of the supersonic cascade. This paper proposes a novel data-driven method …

Microelectromechanical systems accelerometers have opened new possibilities for vibration
monitoring of a rotating machinery. They enable mounting accelerometers directly to the …

Abrasive wear is a predominant fault in hydrodynamic bearings that can deteriorate bearing
performance and damage the rotating machine eventually. The present work proposes a …

In rotating machinery, excessive vibration can affect the lifetime of the machine and, for
example, in paper machines, it can directly affect production quality. Hence, it is important to …

Accelerometers are widely used in applications, such as condition measurement, motion
tracking, and vehicle monitoring. Most handheld smart devices, such as smart phones and …

A data-driven model comprising a transposed network and a residual network is proposed to
predict the flow field structure of the supersonic cascade passage by measuring the wall …