The important part of mechanical equipment is rotating machinery, used mostly in industrial
machinery. Rolling element bearings are the utmost dominant part in rotating machinery, so …

Industrial Internet of Things (IIoT), as an important industrial branch of the Internet of Things
(IoT), has an essential purpose to improve intelligent industrial production. For this purpose …

The performance of data-driven prognostics approaches is closely dependent on the form
and trend of extracted features. Indeed, features that clearly reflect the machine degradation …

Bogies are an important component of high-speed trains. The level of mechanical
performance of bogies has a major influence on the safety and reliability of high-speed train …

This book addresses the steps needed to monitor health assessment systems and the
anticipation of their failures: choice and location of sensors, data acquisition and processing …

Blade tip timing (BTT) is an effective noncontact measurement technology for rotating blade
health monitoring. However, due to the mismatching between the high-speed rotation and …

Almost all machines having rotating parts contain rolling element bearings to support the
rotating parts during power transmission. Bearing failure is a major cause of the breakdown …

Human error (HE) is an important concern in safety-critical systems such as nuclear power
plants (NPPs). HE has played a role in many accidents and outage incidents in NPPs …

Rotor imbalance is the most common cause of machine vibration. In practice, rotors can
never be balanced perfectly owing to manufacturing errors such as porosity in casting, non …

Performances of data-driven approaches are closely related to the form and trend of
extracted features (that can be seen as time series health indicators).(1) Even if much of data …