The main purpose of predictive maintenance (PdM) is to reduce unscheduled downtime and
consequently improve productivity and reduce production cost. PdM has been featured as a …

Industry 4.0 represents the coming fourth industrial revolution on the way to combine
modern industries with Cyber-Physical Systems, Internet of Things and Internet of Services …

Industry 4.0 has become more popular due to recent developments in cyber-physical
systems, big data, cloud computing, and industrial wireless networks. Intelligent …

Conceptually, Web-integration predictive maintenance approaches are potential to meet the
higher requirements of global equipment maintenance, such as zero-downtime and …

The upgrade and development of manufacturing industry makes predictive maintenance
more and more important, but the traditional predictive maintenance can not meet the …

With the advent of the fourth industrial revolution, the application of artificial intelligence in
the manufacturing domain is becoming prevalent. Maintenance is one of the important …

Fault diagnosis and prognosis in mechanical systems have been researched and
developed in the last few decades at a very rapid rate. However, owing to the high …

In today's competitive environment of Industry 4.0, cyber-physical systems (CPS) of various
advanced manufacturing paradigms have brought new challenges to maintenance …

The predictive maintenance function is ensured with the earlier detection of errors and faults
in the machinery before reaching its critical stages. On the other hand, the challenges faced …

Abstract In the Industry 4.0 era, the number and complexity of machine tools are both
increased, which is prone to cause malfunctions and downtime in the manufacturing …