Classification is a common task in data mining that assigns a class label to an unseen
situation. It has been widely used in decision making for various applications, and many …

Remaining useful life (RUL) prediction plays a crucial role in decision-making in
conditionbased maintenance for preventing catastrophic field failure. For degradation-failed …

The current work addresses an industrial problem related to injection moulding
manufacturing with focus on mould wear-out prediction. Real data sets are provided by an …

In order to overcome the challenge of quantifying the influence of environmental conditions
and the coexistence of multiple failure modes involved in mechanism reliability modelling …

Abstract Industrial Internet of Things (IIoT) is systems aim to facilitate human monitoring and
the direction of efficient production of goods in industrial settings by linking a wide variety of …

The recent advances in Smart Manufacturing open opportunities in Maintenance and
Management of its assets through new support strategies. This trend allows the collection of …

Logical analysis of data (LAD) discovers useful knowledge from a set of data in the form of a
Boolean pattern for classifying future data. Generating a pattern has been shown to be …

Prognostics and Health Management (PHM) for condition monitoring systems have been
proposed for predicting faults and estimating the remaining useful life (RUL) of components …

The continuous development of steel products generates new challenges for the
maintenance of manufacturing machines in steel mills. Substantial mechanical stress is …

Power generators are critical assets in wastewater treatment plants (WWTPs) in Australia
and many countries. Better managing the lifetime, minimising failures, improving reliability …