Keynote Knut Sebastian Tungland, Chief Engineer IT at Statoil, at the European Data Forum 2013, 10 April 2013 in Dublin, Ireland: We need to understand (our) data
EDF2013: Keynote Knut Sebastian Tungland: We need to understand (our) data
1. We need to understand (our) data
Knut Sebastian Tungland, Statoil
European Data Forum 10.4.2013
2.
3. A strategy for superior profitability and
growth
Maximise
Maximise
Continue Upstream-
upstream Marketing
portfolio integrated upstream
Revitalise NCS production and trading
positions value
management to with high value
enhance value value barrels
creation
Strategic mid-
and downstream positioning
Production
Production
Apply technology Create value
above
above
to expand in 2.5 million boe/d from a superior
unconventionals 2.5 million boe/d gas position Offshore Geothermal
in 2020
in 2020 wind energy
Build material Carbon
Develop a Gradual
Gradual
positions in 3-5 capture and
leading global growth
growth
storage
new offshore
exploration
business
company
clusters
Renewable energy
Upstream strategy and low carbon technologies
5. Some challenges in
Seismic Interpretation
•Data logistics
– Compression and transmission
•Processing time
– Interactiv processing
– Use of rock mechanics
•Simpler programming models
•Implementation in organization
•Could we get rid of the images?
6
6. ONSHORE
SERVERS
REAL TIME SUBSURFACE
Dataflow
CENTER 24/7 APPLICATIONS
Sensor data available in G&G
Real-time stream to Statoil intranet
applications
End users can interpret data in real-
Quality checking and 24/7 monitoring
time
Supporting all Statoil operations
Ability to control drilling from onshore
7
7. Some challenges in
Real Time Operation
•Mixed set of data collectors
– Changes in sensors and service providers
•Access to data hampered due to legacy - Infrastructure topology, models,
software…
•Accountability – variability on who is responsible for data,
•Latency
•Data Quality and Semantics
•Integration into well know tools
•Could we automate drilling?
8
9. Asset control room Central support functions Emergency response
Information & work processes
Domain experts External
organisations
Sensors Existing sensors & sources Stationary Mobile
& sensor ocean
platforms observatory
Background photo: Harald Pettersen
10
10. Some challenges in
Enviromental Monitoring
•New types of sensors
•Sound/Images/Video – how to detect events in real time based on such
sensors
•Noise – understand weak signals in noisy conditions
•Biological sensors – why does the heart rate of clams increase
•Understand long term trends
•Data management – we will use this though many years
•How to get information to all actors?
11
11. IT Security situation awareness
Data collection Data correlation and
Sensors for IT operations post incident analysis
External events
Network logs
Pattern
Load balancer recognition
logs and
Central
Repository Cross log
OS logs Security event
logs detections
Anti virus logs
Web Server logs
Proxy logs
Application logs
Database logs
12
12. Some challenges in
IT Security security awareness
•Increasing numbers of logs/sensors - Volume
•Any change in the infrastructure is a change in semantic and
normalization
•Don’t know the data quality and are unable to trace origins of data
•When are we under attack, and how to keep our guard up - Pattern and
event recognition
13