Clarion Machine Health assessment via energy monitoring

The CLARION experiment will apply existing non-intrusive energy monitoring tools and advanced ML models to analyse the patterns in electrical loads of machinery equipment, disaggregate component loads, and detect departures from normal operation in a traditional food processing plant. 

The analysis results will be fed to a DSS system integrated to the CloudiFacturing platform, to be fused with data from the plant’s PLC and SCADA systems and support energy efficiency and predictive maintenance. 

https://s3-eu-central-1.amazonaws.com/platform.i4ms.eu/8yQB5tevAu/screen_shot_2020-03-02_at_18.49.42.png

Project:
CloudiFacturing

Enterprises:
(RTO), IT4I (DIH) ‘DEMOKRITIS’ELSAP Olive Oil&Products industrial and commercial Societe Anonymos (end user), Plegma Labs S.A (ISV), RISA Sicherheitsanalysen GmbH (VAR), National Centre for Scientific Research ‘

Sector
Food

Keywords