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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
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Scalable Semantic Product Data Stream Management for Collaboration and Decision Making in EngineeringProject 257899 ISP-2: Efficient information lifecycle and data stream management of industrial data for Functional Products business models Mathias Johanson – Alkit ArneByström – Bosch Rexroth JonasLarsson – Volvo CE Martin Helgoson – SandvikCoromant Third Review meeting Luxembourg, 27-28 November, 2013
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
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
Hägglunds demo (Video from shredder) 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
Volvo CE demo overview (Video of wheel loader in action) 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
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
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
Sandvik demo 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 (Video of milling machine?)
Common structure of ISP-2 use cases Continuous queries Automated stream processing (validation) Alerts Monitoring Dashboards Decision-making support ECC Confero Knowledge bases VQE Stream processing Visualization SmartVortex Expert search tool Social core Open Conjurer Confero ECC VQE Visualization Back-up slide