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Scalable Semantic Product Data Stream Management for Collaboration and Decision Making in Engineering Project 257899 . ISP-2: Efficient information lifecycle and data stream management of industrial data for Functional Products business models. Mathias Johanson – Alkit - PowerPoint PPT Presentation
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Scalable Semantic Product Data Stream Management for Collaboration and Decision Making in Engineering
Project 257899
Third Review meetingLuxembourg, 27-28 November, 2013
ISP-2: Efficient information lifecycle and data stream management of industrial data for Functional Products business models
Mathias Johanson – AlkitArne Byström – Bosch Rexroth
Jonas Larsson – Volvo CEMartin Helgoson – Sandvik Coromant
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ISP-2 Use Cases
HAG Scenario - Wood Shredder monitoring and troubleshooting
SAN Scenario - Remote monitoring of machining processes
VCE Scenario - Remote wheel loader diagnostics for transmission slip detection
• There are three use case scenarios: one for each of the industrial partners of ISP-2 (HAG, VCE, SC)
• All three ISP-2 use cases are realized by a common technological framework (the Smart Vortex suite)– This also illustrates how the technology developed can be generalized
to other applications
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ISP-2 Demonstrators• Demonstrators will show:
– Three different use cases for data stream management of industrial data, enabling Functional Products business models
– The use of SVALI: an extensible data stream management and validation system
– The use of an integrated data stream ontology for all scenarios (Smart Vortex Meta-Data Schema)
– The use of a Visual Query Editor for posing continuous queries to SVALI and visualizing the resultant streams
– Collaboration regarding data streams using audio, video and elastic collaboration tools
– Integration of the components into a web portal framework
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Hägglunds demo
• Use case based on remote monitoring of a hydraulic drive system in a wood shredder
• Online monitoring system gives alert in dashboard • Data streams from shredder are analysed to find root
cause of problem• On-site engineer contacted to perform corrective
action
(Video from shredder)
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Volvo CE demo overview
• Use case is remote transmission clutch slip detection and diagnostics
• Live connection exists using a gateway server for communication with Volvo network though today we will simulate the live data and video connection
(Video of wheel loader in action)
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Volvo CE demo machine
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Volvo CE demo plot
– Onboard gear slip detection algorithm triggers alerts– Onboard and offboard data stream analysis using
SVALI and VQE– Remote trouble-shooting using video-mediated
communication and live data streams– Problem solving process initiated with info from social
graph and supported by elastic collaboration tools
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Volvo CE outlook
• Last year deliverables include– Analysis of business opportunities for uptime services based on the Smart Vortex
suite– Extended range of queries including machine usage as described in DOW– Backoffice analysis supports the expert team
• Long term vision– Our machines are connected to our scalable backoffice analysis functions
implemented using the principles of Smart Vortex– We have implemented services sold to our customers where we can guarantee
certain uptime using the rapid decision support enabled by Smart Vortex– The decision support is used not only for uptime but for any end customer
production efficiency related issue such as deciding on operator training, site logistics optimisation and machine fleet reconfiguration
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Sandvik demo
(Video of milling machine?)
• Use case based on remote monitoring of milling machine• Data stream validation based on mathematical model and
machine learning• Visualization of validation streams in VQE in web portal• Validation triggering alerts• Remote trouble-shooting and collaboration using video-
mediated communication and live data streams
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Monitoring / Deviation detection
Analysis
Team set-upCollaboration
Corrective action /
response
VQEStream processingVisualization
Expert search toolSocial coreOpen Conjurer
ConferoECCVQEVisualization
Decision-making supportECCConferoKnowledge bases
Continuous queriesAutomated stream processing (validation)AlertsMonitoring Dashboards
Common structure of ISP-2 use cases
SmartVortex
Back-up slide
Thank you for your attention!
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