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Control System Data Analysis

Control System Data Analysis. Future Vision. Author: Axel Voitier CERN EN-ICE. Control Systems. Monitoring & Control problem is solved Our toolbox: Industrial tools + In-house Frameworks. Control Systems. Monitoring & Control problem is solved

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Control System Data Analysis

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  1. Control System Data Analysis Future Vision Author: Axel Voitier CERN EN-ICE

  2. Control Systems • Monitoring & Control problem is solved • Our toolbox: Industrial tools + In-house Frameworks Openlab Workshop – 20 November 2013

  3. Control Systems • Monitoring & Control problem is solved • Our toolbox: Industrial tools + In-house Frameworks • Architecture MOON (Monitoring) Supervisionlayer TN DIM/CMW OPC Processlayer PLCs High Voltage Fieldbus Field layer Sensors & Actuators Openlab Workshop – 20 November 2013

  4. Control Systems • Monitoring & Control problem is solved • Our toolbox: Industrial tools + In-house frameworks • Architecture • Five major installations • Tons of data acquired & stored • Although, not much processing yet Openlab Workshop – 20 November 2013

  5. Approach Openlab Workshop – 20 November 2013

  6. Integrated with our control systems Data Analysis Framework Data Processing Modules FFT Neural Network (R) MOON (Monitoring) Supervisionlayer Machine Learning CEP (Java) Patterns (LabView) (WatchCAT) TN DIM/CMW OPC Processlayer Data collection & feedback PLCs High Voltage Fieldbus Field layer Sensors & Actuators Openlab Workshop – 20 November 2013

  7. Scalable Data Analysis Framework Data Processing Modules FFT Neural Network (R) MOON (Monitoring) Supervisionlayer Machine Learning CEP (Java) TN Patterns (LabView) (WatchCAT) DIM/CMW OPC Processlayer Data collection & feedback PLCs High Voltage Fieldbus Field layer Sensors & Actuators Openlab Workshop – 20 November 2013

  8. Reliable Data Analysis Framework Data Processing Modules FFT Neural Network (R) Backup Data Analysis MOON (Monitoring) Supervisionlayer Machine Learning CEP (Java) PreventiveAlarm Processing TN Patterns (LabView) (WatchCAT) DIM/CMW OPC Processlayer Data collection & feedback PLCs High Voltage Fieldbus Field layer Sensors & Actuators Openlab Workshop – 20 November 2013

  9. Visualisation Data Analysis Framework Data Processing Modules FFT Neural Network (R) Backup Data Analysis MOON (Monitoring) Supervisionlayer Machine Learning CEP (Java) Visualisation PreventiveAlarm Processing TN Patterns (LabView) (WatchCAT) DIM/CMW OPC Processlayer Data collection & feedback PLCs High Voltage Fieldbus Field layer Sensors & Actuators Openlab Workshop – 20 November 2013

  10. Analysis flow written by the domain expert Data Analysis Framework Data Processing Modules FFT Neural Network (R) Backup Data Analysis MOON (Monitoring) Supervisionlayer Expert Machine Learning CEP (Java) Visualisation PreventiveAlarm Processing TN Patterns (LabView) (WatchCAT) DIM/CMW OPC Processlayer Data collection & feedback PLCs High Voltage Fieldbus Field layer Sensors & Actuators Openlab Workshop – 20 November 2013

  11. This is our vision Data Analysis Framework Data Processing Modules FFT Neural Network (R) Backup Data Analysis MOON (Monitoring) Supervisionlayer Expert Machine Learning CEP (Java) Visualisation PreventiveAlarm Processing TN Patterns (LabView) (WatchCAT) DIM/CMW OPC Processlayer Data collection & feedback PLCs High Voltage Fieldbus Field layer Sensors & Actuators Openlab Workshop – 20 November 2013

  12. Introducing ELVis by Siemens • Configurable analysis flow by user • + It can use custom analysis software • High scalability of analysis processes • From laptop to multi-node cluster • Stream based data processing engine: Storm • NoSQL data storage engine • Web-based visualisation interface • HTML5, Data pushed by WebSockets • Desktop and mobile devices Openlab Workshop – 20 November 2013

  13. ELVis: General View CT RTC BAM COM-RU Openlab Workshop – 20 November 2013

  14. Integration of ELVis at CERN CT RTC BAM COM-RU Openlab Workshop – 20 November 2013

  15. Complicated Data Processing schemes CT RTC BAM COM-RU Openlab Workshop – 20 November 2013

  16. ELVis: Web-based Visualisation CT RTC BAM COM-RU Openlab Workshop – 20 November 2013

  17. Portfolio of framework • WatchCAT (Siemens) • Semi-automatic discovery of “symptoms” in collections of unstructured logs • Algorithm-driven, human-validated • Next: Event processing • Drools Fusion (Red Hat) • Open-source rules engine • Knowledge-based, temporal reasoning • ELVis (Siemens) • Scalable scaffolding for custom real-time analysis • Visualisation of analysis results Openlab Workshop – 20 November 2013

  18. Conclusion • We have many use cases and users • Various kinds of analysis to perform • We need a flexible analysis environment • Integrated with our monitoring and control environments • Current focus • Alarm threshold learning with Drools Fusion • Evaluating ELVis • WatchCAT for event processing Openlab Workshop – 20 November 2013

  19. Any Questions Thank you for attending! Openlab Workshop – 20 November 2013

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