Due to the discrepancy of the components themselves, operating conditions and loads, the
bearings show different degradation processes, and a single fixed model cannot describe …

To respond to emergencies in a timely manner, emergency engineering equipment has
been an important tool to implement emergency strategies. However, random failures of the …

The evaluation of long-lifetime and high-reliability products has attracted much attention.
Stochastic degradation modeling is one of the most popular methods. The classical …

Prognostics and system health management (PHM) has attracted increasing attention from
both scholars and engineers with interests in improving the reliability, availability, and …

Spare parts redundancy is an effective way to improve system reliability and prolong system
lifetime. Generally, preventive maintenance and inventory management of a standby system …

In the field of industrial equipment reliability assessment, dependency on either degradation
or failure time data is common. However, practical applications often reveal that single-type …

In this paper, a dynamic condition-based maintenance model is presented for a degrading
system using a reinforcement learning approach. The system utilises a critical machine with …

As the key part of prognostics and health management (PHM), lifetime prediction has been
recognized as an effective technology to guarantee reliable, safe and economic operation …