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...

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Autors principals: Iris Weiß, Birgit Vogel-Heuser
Format: Article
Idioma:English
Publicat: MDPI AG 2021-05-01
Col·lecció:Applied Sciences
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Accés en línia:https://www.mdpi.com/2076-3417/11/11/5022