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1 Scalable Semantic Product Data Stream Management for Collaboration and Decision Making in Engineering Project 257899 Third Review meeting Luxembourg, 27-28 November, 2013 ISP-2: Efficient information lifecycle and data stream management of industrial data for Functional Products business models Mathias Johanson – Alkit Arne Byström – Bosch Rexroth Jonas Larsson – Volvo CE Martin Helgoson – Sandvik Coromant

Third Review meeting Luxembourg, 27-28 November, 2013

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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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Page 1: Third Review meeting Luxembourg, 27-28 November, 2013

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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

Page 2: Third Review meeting Luxembourg, 27-28 November, 2013

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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

Page 3: Third Review meeting Luxembourg, 27-28 November, 2013

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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

Page 4: Third Review meeting Luxembourg, 27-28 November, 2013

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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)

Page 5: Third Review meeting Luxembourg, 27-28 November, 2013

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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)

Page 6: Third Review meeting Luxembourg, 27-28 November, 2013

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Volvo CE demo machine

Page 7: Third Review meeting Luxembourg, 27-28 November, 2013

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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

Page 8: Third Review meeting Luxembourg, 27-28 November, 2013

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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

Page 9: Third Review meeting Luxembourg, 27-28 November, 2013

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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

Page 10: Third Review meeting Luxembourg, 27-28 November, 2013

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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

Page 11: Third Review meeting Luxembourg, 27-28 November, 2013

Thank you for your attention!

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