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Model learning algorithms for anomaly detection in CERN control systems / Tilaro, Filippo (CERN) ; Bradu, Benjamin (CERN) ; Gonzalez-Berges, Manuel (CERN) ; Roshchin, Mikhail (Siemens, Munich) ; Varela, Fernando (CERN)
The CERN automation infrastructure consists of over 600 heterogeneous industrial control systems with around 45 million deployed sensors, actuators and control objects. Therefore, it is evident that the monitoring of such huge system represents a challenging and complex task. [...]
2018 - 7 p. - Published in : 10.18429/JACoW-ICALEPCS2017-TUCPA04 Fulltext: PDF;
In : International Conference on Accelerator and Large Experimental Physics Control Systems, Barcelona, Spain, 8 - 13 Oct 2017, pp.TUCPA04

An expert knowledge based methodology for online detection of signal oscillations / Tilaro, Filippo (CERN) ; Bradu, Benjamin (CERN) ; Gonzalez-Berges, Manuel (CERN) ; Roshchin, Mikhail (Siemens, Munich)
The CERN's accelerator complex and its experiments rely on the proper functioning of a multitude of heterogeneous industrial control systems. Over 600 industrial control systems with more than 40 million sensors, actuators and control objects store more than 100 terabytes of data per year (the volume of generated data is much more). [...]
2017 - 6 p. - Published in : 10.1109/CIVEMSA.2017.7995293
In : 2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Annecy, France, 26 - 28 Jun 2017, pp.7-12

Formalizing Expert Knowledge in Order to Analyse CERN's Control Systems / Voitier, Axel (CERN) ; Gonzalez-Berges, Manuel (CERN) ; Roshchin, Mikhail (Siemens, Munich) ; Tilaro, Filippo (CERN)
The automation infrastructure needed to reliably run CERN's accelerator complex and its experiments produces large and diverse amounts of data, besides physics data. Over 600 industrial control systems with about 45 million parameters store more than 100 terabytes of data per year. [...]
2015 - 4 p. - Published in : 10.18429/JACoW-ICALEPCS2015-WEPGF068 Fulltext: PDF; External link: JACoW
In : 15th International Conference on Accelerator and Large Experimental Physics Control Systems, Melbourne, Australia, 17 - 23 Oct 2015, pp.WEPGF068

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