Vibration signals of gearbox are sensitive to the existence of the fault. Based on vibration
signals, this paper presents an implementation of deep learning algorithm convolutional …

Vibration signatures have been studied for monitoring the condition of centrifugal pumps by
many researchers, however, there is limited published information on the application of …

As one of the most critical components in rotating machinery, bearing fault diagnosis has
attracted many researchers' attention. The traditional methods for bearing fault diagnosis …

As one of the research hotspots in the field of pumps, cavitation detection plays an important
role in equipment maintenance and cost-saving. Based on this, this paper analyzes …

Abstract Trends in Prognostics Health Management (PHM) have been introduced into
mechanical items of manufacturing systems to predict Remaining Useful Life (RUL). PHM as …

As an essential component of municipal water distribution systems, centrifugal water pumps
are of great significance to achieve urban sustainability. Cavitation is a common …

Cavitation can lead to reduced efficiency, increased vibration and noise in hydraulic
turbines. Accurate and rapid identification of cavitation states in a turbine is important. In this …

Large-sized centrifugal pumps play a major role in produced water injection systems in oil
and gas production. Monitoring this equipment operation is vital to guarantee its efficiency …

Although the severity of cavitation determines the type of maintenance procedure, most of
the previous studies have been focused only on the detection. This paper presents a system …

Cavitation is a challenging flow abnormality that leads to undesirable effects on the energy
performance of the centrifugal pump and the reliable operation of the pump system. The …