Transcript Evaluation Hearing Projekt 257899 SMART VORTEX

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
Arne Byström – Bosch Rexroth
Jonas Larsson – Volvo CE
Martin Helgoson – Sandvik Coromant
Third Review meeting
Luxembourg, 27-28 November, 2013
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ISP-2 Use Cases
• 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
HAG Scenario - Wood Shredder
monitoring and troubleshooting
2
SAN Scenario - Remote monitoring
of machining processes
VCE Scenario - Remote
wheel loader diagnostics for
transmission slip detection
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
3
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)
4
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)
5
Volvo CE demo machine
6
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
7
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
8
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 videomediated communication and live data streams
9
(Video of milling machine?)
Common structure of ISP-2
use cases
Monitoring /
Deviation
detection
Decision-making support
ECC
Confero
Knowledge bases
Corrective
action /
response
Continuous queries
Automated stream processing (validation)
Alerts
Monitoring Dashboards
Analysis
VQE
Stream processing
Visualization
Smart
Vortex
Confero
ECC
VQE
Visualization
Collaboration
Team set-up
Expert search tool
Social core
Open Conjurer
Back-up slide
10
Thank you for your attention!
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