Imaging data-based prognostic models focus on using an asset's degradation images to
predict its time to failure (TTF). Most image-based prognostic models have two common …

Health status (HS) assessment and remaining useful life (RUL) prediction are two essential
tasks in prognostics and health management. Though HS assessment and RUL prediction …

Predicting the remaining useful lifetime (RUL) of bearings in electric motors is crucial to
reduce repair costs in industrial maintenance. With the technological advances of Industry …

Hierarchical models have superiority in solving the data dimension explosion problem. An
appropriate hierarchical structure is an important factor affecting the robustness of model. A …

This thesis presents new methodologies focusing on the challenges of high dimensional
data analysis for condition monitoring in modern manufacture, service sector, and energy …

Статья посвящена разработке методики выявления потенциала технологического
развития отечественных предприятий. Цель исследования–разработать инструмент …