Numerical model based virtual prototype of a system can serve as a tool to generate huge
amount of data which replace the dependence on expensive and often difficult to conduct …

Rolling element bearing is widely used in rotating machines and any bearing defect therein
can severely affect the overall machine performance. Vibration monitoring is often used to …

Multi-sensor data fusion is a feasible technique to achieve accurate and robust results in
fault diagnosis of rotating machinery under complex conditions. However, the problem of …

Gears are important mechanical components for power transmissions. Tooth wear is one of
the most common failure modes, which can present throughout a gear's lifetime. It is …

To improve the efficiency and accuracy of fault diagnostics of planetary gearboxes, an
intelligent diagnosis approach is proposed based on deep convolutional neural networks …

This paper presents the use of the induction motor current to identify and quantify common
faults within a two-stage reciprocating compressor based on bispectrum analysis. The …

The key function of rotating machine condition monitoring (CM) is to detect structural
changes during machine operations. This paper presents a novel statistical time-frequency …

Geared transmission system plays an important role in modern technology to transmit both
power and motion. The power transmission and control requirements in manufacturing …

Equipment standardisation as a cost-effective means of rationalising maintenance spares
has significantly increased the existence of several identical (similar components and …

This paper describes a global non-destructive testing technique for detecting fatigue
cracking in engineering components. The technique measures the mixing of two ultrasonic …