data sharing - the key to an open and collaborative · 11/26/2018 · maintenance logs, erp data...
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Data sharing - the key to an open and collaborative industry
Jørgen Tellefsen
DIRECTOR OF CUSTOMER SUCCESS
November 26thSSV | PROJECT WORKSHOP: DIGITAL TESTBED
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“WHAT DOES IT TAKE FOR TWO 16 YEAR OLD KIDS IN A GARAGE TO PARTICIPATE IN YOUR INNOVATION?»
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©2018 COGNITE©2018 COGNITE
The systematic use of vast pools of data combined with machine learning will
unlock new value across industries
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©2018 COGNITE
BREAK THE SILOS
Data sources
Data layer
Applications
HORIZONTAL DATA PLATFORM
Standard access regardless of assets
An open, uniform way to access all industrial data
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©2018 COGNITE
CONTEXTUALIZE THE DATA TO BE ABLE
TO EXTRACT INSIGHTS
Other context: weather, satellite images,
maps++
Maintenance logs, ERP data
3D models
P&IDs
Equipment hierarchy
Sensor metadata
Sensor values
Bar, C, F, Hz
Type Compressor
Manufacturer WILCO
S/N 89267000123
Operational data in 50+ applications
100,000 sensor tags
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©2018 COGNITE
ENABLE A THRIVING, OPERATIONAL
APPLICATION ECOSYSTEM
Data sources
Data layer
Applications
HORIZONTAL DATA PLATFORM
Standard access regardless of assets
Predictive Maintenance
Production Optimization
Remote monitoring
Simulations and
visualizationAlliance Partners
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PLATFORM PRINCIPLES
You are probably not unique –focus on extracting valueratther than to build the
infrastructure
Implement a platformdesigned for security
Follow an API-centricapproach to accelerate
digitalization through an ecosystem and its network
effects
Seek a modern cloud native architecture based on micro-
services available through APIs
Contextualization of data should be solved once and then be part of your data
model for all following UCs
The platform should be builtto be the driving force to scalemachine learning within your
company
Your platform should createno lock-in and no new silos, but be a neutral data layer
Be religious about separatingapplications and data
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©2018 COGNITE©2018 COGNITE
The golden principles of
data sharing
• All data sharing should happen through an
API portal
• All derived output from data shall be stored
and available in the API portal
• Data must be linked to an asset and be
searchable
• All data is open (internally) by default, unless
proven to be confidential or restricted due to
legal, market sensitive, or personal
information
• All data is available in a standardized, well
documented and versioned API
• All APIs have the same authorization and
access control and only allows encrypted
connections
• All suppliers need to provide their
documentation in a machine readable format,
ingested into API portal
• No underlying technology will be exposed
through the APIs, to ensure continuous
optimization
• All data extraction happens real time or
regularly - no one off data dumps
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©2018 COGNITE
NCS STANDARD API
PRINCIPLES Standard API
Extended API(specific to OMNIA, Cognite etc.)
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An industrial world operated by algorithms, freeing human creativity for greater pursuits.
Vision