On the Stability and Homogeneous Ensemble of Feature Selection for Predictive Maintenance: A Classification Application for Tool Condition Monitoring in Milling

Feature selection (FS) represents an essential step for many machine learning-based predictive maintenance (PdM) applications, including various industrial processes, components, and monitoring tasks. The selected features not only serve as inputs to the learning models but also can influence furthe...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Maryam Assafo, Jost Philipp Städter, Tenia Meisel, Peter Langendörfer
Format: Artykuł
Język:English
Wydane: MDPI AG 2023-05-01
Seria:Sensors
Hasła przedmiotowe:
Dostęp online:https://www.mdpi.com/1424-8220/23/9/4461