This research develops an equipment failure prognostics model to predict the equipment's
chance of survival, using LAD. LAD benefits from not relying on any statistical theory, which …

In this paper, we are interested in determining relevant attributes for multi-class
discrimination of binary data. Given a set of observations described by the presence or …

In order to become more competitive, manufacturing companies exploit new technologies
and practices that can improve their production efficiency, and reduce the number of …

Abstract In this study, Logical Analysis of Data (LAD) is used to propose an optimal
equipment replacement model. Unlike most classification techniques, LAD has the …

An innovative Big Data enabled Intelligent Immune System (1 2 S) has been developed to
address manufacturing dynamics over life cycles to achieve sustainable manufacturing. The …

This paper develops equipment optimal condition based replacement model, using Logical
Analysis of Data (LAD). LAD is a powerful classification method that does not relying on any …

Abstract Logical Analysis of Data (LAD) is a classification algorithm known for its high
accuracy and interpretable results, but it has relatively long computational time, which …

Technology-enabled maintenance via sensors and the internet of things (IoT) technologies
is seen as the “new maintenance strategy”. The aim is to use these technologies to focus on …

Estimer la durée de vie utile restante (RUL) d'un système qui fonctionne suivant différentes
conditions de fonctionnement représente un grand défi pour les chercheurs en maintenance …

De nos jours, les processus de fabrication évoluent pour intégrer les technologies de
l'industrie 4.0, à savoir celles nécessaires à la connectivité, à l'analyse, à l'évolutivité et à la …