Big Data big deal big business for utilities vesion 01

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

2Big Data for Energy & Utilities

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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

Big Data for Energy & Utilities 3

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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


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

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

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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!


Thank you

For more information:

[email protected]

[email protected]

[email protected]

Big Data big deal big business for utilities vesion 01

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