2. |
Big Data,
Big Deal,
Big Business….
Managing data for realizing Business Value in the
energy and utilities sector
Amsterdam , Hilton Hotel, 27 march 2014
2Big Data for Energy & Utilities
3. |
Big Data Definition
Big data is high-volume, high-velocity and high-variety
information assets that demand cost-effective, innovative
forms of information processing for enhanced insight and
decision making.
Source: Gartner
Big Data for Energy & Utilities 3
4. |
Technology push
• Smart Grids
• Intelligent Thermostates
• More focus on assets
• Clever measurement installations
• More data availabe
4Big Data for Energy & Utilities
6. |
Data developments
•More and more data available
•Data for realizing business goals
•Data as a production factor
•Data as an asset
•Sharing of data
• Between marketparties
• With public sector
• With cliënts
6Big Data for Energy & Utilities
7. |
Data difficulties
•Spaghetti application landscapes
•Low data quality
•Exponentional growth of available data
•Question: how to make use of available data and how to
make the maximum of it?
•Difficulties with managing data (datamanagement)
•Difficulties with exploring data for trends and new
products and services
•No adequate data infrastructure available
•How to make use of unstructured social data ?
•Combine structured and unstructured data?
7Big Data for Energy & Utilities
8. |
Solution for optimizing potential of data
Focus on
•Data goverance
•Data architecture & infrastructure
•Data professionals & knowledge
8Big Data for Energy & Utilities
9. |
Solution (1): Data governance
• Business problems analysis due to data
• Data goverance council for data related projects
• Data Governance members at senior management
level
• Implementing Data management
9Big Data for Energy & Utilities
10. |
Data goverance and sources of data
10Big Data for Energy & Utilities
Data Governance
Gegevens
architectuur
Corporate
Datamanagement
Informatiebeleid
Managen Data
infrastructuur
Ontwikkelen en
beheren Data
infrastructuur
Business Intelligence
Datawarehousing
Applicatie
A
Database
A
Systeem
A
Applicatie
B
Database
B
Systeem
B
Applicatie
n
Database
n
Systeem
n
Data Warehouse
Masterdata
database
Extractie en Integratie
…
Data infrastructuur
Masterdata
management
Decentraal
Datamanagement
Big Data
Social Data
Geodata
Basis-
registraties
Open Data
Master-
data
Ketendata
Overig en
nieuw…
11. |
Solution (2) Data architecture &
infrastructure
• Masterdatamanagement
• Datawarehousing and BI
• Hadoop for unstructured data
• Objectmodel
11Big Data for Energy & Utilities
12. |
Example of Data infrastructure
12
Operationele
databasesOperationele
databasesOperationele
databasesOperationele
databases
Hadoop MDM Datawarehouse
Social Data
Data store
“Gegevens
magazijn”
Ongestructureerde
data
Gestructureerde
data
Operationele data
Integrale
data
Business
Intelligence
ETL
Predictive
analytics
20-80 regel
Externe Data
• Ketendata
• Basisregistraties
• Open Data
Cloud Data Opslag
Processen
Applicaties
13. |
Solution (3) Data professionals &
knowledge
•New roles:
• Data steward
• Data scientist
• Data custodian
• Data architect
•Knowledge management
• Learning together about
• Exploring data
• New trends
• Implementing data infrastructure
• Mastering data objects
• Reducing landscape complexity
13Big Data for Energy & Utilities
14. |
Possible results and added value
•More insight in energy demand
•Better assetmanagement
•Better insight in energydemand
through smart analytics
•New produkts and services
•Better reporting towards clients and
public sector
•More allignment with regulation and
compliancy
•More insight in individual energy
behaviour by combining social and
structured data
14Big Data for Energy & Utilities
15. |
Big Data
•Managing the hype
•Data as the new oil (but refinery is also necessary, oil is
not petrol)
Necessary to do the homework!
15Big Data for Energy & Utilities
16. Thank you
For more information:
ali.goulet@sogeti.nl
marc.govers@sogeti.nl
eyup.yagmur@sogeti.nl
Editor's Notes
Weersta de drang om slides voor te lezen. De mondelinge uitleg geef je zelf. De slides dienen als hulpmiddel om duidelijk te maken wat je zegt.
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