Given the advancements in modern technological capabilities, having an integrated health
management and diagnostic strategy becomes an important part of a system's operational …

The maritime industry widely expects to have autonomous and semiautonomous ships
(autoships) in the near future. In order to operate and maintain complex and integrated …

Anomaly in mechanical systems may cause equipment to break down with serious safety,
environment, and economic impact. Since many mechanical equipment usually operates …

Survival analysis has been developed and applied in the number of areas including
manufacturing, finance, economics and healthcare. In healthcare domain, usually clinical …

The prediction of the conversion of healthy individuals and those with mild cognitive
impairment to the status of active Alzheimer's disease is a challenging task. Recently, a …

As vast amounts of data are saved, hard drive failure prediction is critical to reducing the cost
of data loss and backup. Most existing studies used to detect the anomalous status of a hard …

Prognostics is an engineering discipline focused on predicting the time at which a system or
a component will no longer perform its intended function. Due to the requirements of system …

Deep learning is a class of machine learning algorithms that are popular for building risk
prediction models. When observations are censored, the outcomes are only partially …

Survival analysis is a commonly used method in the medical field to analyze and predict the
time of events. In medicine, this approach plays a key role in determining the course of …

Asset management process and techniques can improve the cost-efficiency, balance the
cost and risk, and prolong the service life of the aging switchgears in power grids, which …