The traditional means of monitoring the health of industrial systems involves the use of
vibration and performance monitoring techniques amongst others. In these approaches …

One of the main challenges of slow speed machinery condition monitoring is that the energy
generated from an incipient defect is too weak to be detected by traditional vibration …

Within the manufacturing industry, predictive maintenance is a well-established concept,
dating back to the 1990's [1]. Practice has shown it to have a proven track record of …

Abstract Machines without vibrations in the working environment are something non-
existent. During machining operations, these vibrations are directly linked to problems in …

One of the most important strategies for preventative factory maintenance is anomaly
detection without the need for dedicated sensors for each industrial unit. The implementation …

Condition monitoring has a great potential for enhancement in the reliability of operation,
machine up-time, reduction in consequential damage and improving operational efficiency …

Abstract Machine health condition monitoring is evidently a crucial challenge nowadays.
Unscheduled breakdowns increase operating costs due to repairs and production losses …

There are many methods capable of establishing the diagnosis of machinery. The vast
majority make use of different condition indicators, extracting information from the vibration …

Managing asset integrity is crucial for the cost-effective asset management of processing
plants. Consequently, new techniques for detection and classification of incipient faults are …

During the operation, machines generate vibrations which result in deterioration of machine
tools eventually causing failure of some subsystems or the machine itself. The vibration …