big data big deal big business for utilities vesion 01
TRANSCRIPT
Big DataFor Energy & Utilities
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Big Data,Big Deal,Big Business….
Managing data for realizing Business Value in the energy and utilities sector
Amsterdam , Hilton Hotel, 27 march 2014
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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
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Technology push
• Smart Grids• Intelligent Thermostates• More focus on assets• Clever measurement installations • More data availabe
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Goalsetting by Utilities
•Predicting energy demand & shortages•Optimal maintenance of assets•Clients retention
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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
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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?
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Solution for optimizing potential of data
Focus on•Data goverance•Data architecture & infrastructure•Data professionals & knowledge
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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
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Data goverance and sources of data
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Data Governance
Gegevens architectuur
CorporateDatamanagement
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 WarehouseMasterdatadatabase
Extractie en Integratie
…
Data infrastructuur
Masterdatamanagement
Decentraal Datamanagement
Big Data
Social Data
Geodata
Basis-registraties
Open Data
Master- data
Ketendata
Overig en nieuw…
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Solution (2) Data architecture & infrastructure
• Masterdatamanagement• Datawarehousing and BI• Hadoop for unstructured data• Objectmodel
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Example of Data infrastructure
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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
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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
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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
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Big Data
•Managing the hype•Data as the new oil (but refinery is also necessary, oil is not petrol)
Necessary to do the homework!
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