A Metric and Visualization of Completeness in Multi-Dimensional Data Sets of Sensor and Actuator Data Applied to a Condition Monitoring Use Case

The so-called ‘Industrie 4.0’ provides high potential for data-driven methods in automated production systems. However, sensor and actuator data gathered during normal operation of the system is often limited to a narrow range of single, specific operating points. This limitation also restricts the...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Iris Weiß, Birgit Vogel-Heuser
Format: Artikel
Sprache:English
Veröffentlicht: MDPI AG 2021-05-01
Schriftenreihe:Applied Sciences
Schlagworte:
Online Zugang:https://www.mdpi.com/2076-3417/11/11/5022