©2019 COGNITE

ULOCKING ECOSYSTEM INNOVATION

USING DATA FABRIC FOR DIGITAL

TWIN ORCHESTRATION

Petteri VainikkaVP Product Marketing

HORIZONTAL DATA PLATFORM

CONNECT ASSETS

ADVANCED ANALYTICS

DATA SHARING MARKET PLACE

DATA CENTRIC BUSINESS MODEL

THREE FUNDAMENTAL STEPS IN EXTRACTING VALUE FROM DATA

DATA SOURCES

Data liberation from source system -remove the data silos. Evergreen data

available instantly anywhere

Continuous optimization and contextualization of often incomplete data.

Common data model enables cross domain analytics and visualizations

Unique tools, services and open APIs to ease value capture and speed

of operationalization across all assets

INGEST, NORMALIZATION AND CONTEXTUALIZATION

VALUE CAPTURE

01

END USER

02

03

MULTIPLE DATA SETS &

DATA TYPES

MULTIPLE

RELATIONSHIPS

ALIVE, OPEN &

ACCESSIBLE

AN INDUSTRIAL SYSTEM IS MADE UP OF “THINGS” MANUFACTURED BY MULTITUDE OF OEMs

PROBLEM INDUSTRIAL REALITY IS COMPLICATED

©2019 COGNITE

WORK TOWARDS A STANDARD FOR DIGITAL

TWIN INTEROPERABILITY IN OIL & GAS

SOLUTION

©2019 COGNITE

WHAT IS AN ECOSYSTEM

WHAT IS DATA FABRIC, I.E. WHAT IS

DATA CONTEXTUALIZATION

WHAT IS DIGITAL TWIN

ORCHESTRATION

CONTEXTUALIZATION

MEANS BRINGING ALL

DATA INTO ONE

COHERENT DIGITAL

REPRESENTATION OF THE

INDUSTRIAL REALITY

CONTEXTUALIZED DATA

SENSOR DATA FROM HISTORIANS

RELEVANT CONTEXT AND

DOCUMENTS FROM P&IDs AND

DOCUMENT MANAGEMENT SYSTEMS

PHYSICAL DATA FROM 3D MODELS

LIVE PHYSICAL CONDITIONS FROM

CCTV OVERLAYS AND

PHOTOGRAMMETRY

ALL THESE DATA SOURCES

ARE “CONTEXTUALIZED”

LIVE INTO OUR DATA

MODEL AND MADE

AVAILABLE TO HUMANS,

MACHINES, AND

APPLICATIONS TO FEED

YOUR USE CASES

DIGITAL TWIN IS ENABLER FOR 1000S OF USE CASESGENERATING BUSINESS VALUE

BUT ONLY IF SOME CONDITIONS ARE MET

EVOLUTION OF DIGITAL

TWIN

DIGITAL TWIN

MUST BE OPEN

DIGITAL TWIN

MUST BE ACCESSIBLE

THE POTENTIAL

Changing 100x of

work processes

Creating 1000x of ML

models

100s of data driven

optimizations

©2019 COGNITE

DIGITAL TWIN ORCHESTRATION

AKER BP CREATED A

FOUNDATIONAL DIGITAL TWIN

OF THEIR OPERATIONAL ASSETS

600,000+

Time Series

1.3 trillion

Data Points

400,000+

Documents

4 million

Events

In one place. In context. Instantly accessible.

A full, clear view of their industrial reality.

SO THEY CAN PUT THEIR DATA TO WORK

& EXTRACT VALUE FOR THEIR BUSINESS

THROUGH A PARTNER ECOSYSTEM

DIGITAL TWIN ENABLES DATA

SCIENCE PROJECTS TO

SCALE

BHGE advancing predictive analytics for Gas Turbines

Traditional operator-supplier relationships rely on scheduled maintenanceand opposing incentives.

DIGITAL TWIN ENABLES

CHANGE OF BUSINESS

MODELS BETWEEN

OPERATORS AND OEMS

SOLUTION

FRAMO

Data sharing enables change of business models between OEMs and Operators

OEM

BUSINESS MODEL

COGNITE

The Cognite Data Platform enabled secure sharing of selected live databetween Aker BP and Framo.

Access to real-time operational data allows Framo to predict pump performance and guarantee maximum uptime, empowering their shift to a new performance-based contract.

01

02

03

WHYSignificant production losses tied to bottlenecks based on a fixed value in the Alvheim Separator

WHATIncrease utilization by modelling dynamic max flow restrictions for 1st stage separator during MPFM calibration on Alvheim

VALUE POTENTIAL20-40 MNOK/yr

+Developed through continuous iterations with end user (CCR)

Regarded as easy to implement

+

DIGITAL TWIN MERGES

PHYSICS SIMULATIONS WITH

MACHINE LEARNING

SOLUTION

AKER BP

Increased production by using live data to monitor current fluid conditions

O&G

PRODUCTION OPTIMIZATION

COGNITE

During MPFM calibration of flowlines, production through the Alvheim separator is limited by a fixed value, thought to be too conservative. The new tool determines maximum production limits based on current fluid conditions.

The restrictions on the 1st stage separator have been modelled separately, then combined to output the currently most restrictive maximum flow

ALVHEIM DYNAMIC MAX FLOW

SOLUTION

AKER BP

Increased production by using live data to monitor current fluid conditions

O&G

PRODUCTION OPTIMIZATION

COGNITE

How close to maximum capacity are we operating?

Live update of current maximum flow and current production

Right now, how are we currently operating, and what is the actual limit?

For all the limits applying to the separator -how close are we operating right now? Which limit is currently restricting production?

Production split up in water, gas and oil production

THE OPPORTUNITIES ARE LIMITLESS IF WE CAN PROMOTE OPENNESS UNDERPINNED BY DIGITAL ECOSYSTEMS

Petteri Vainikka

petteri.vainikka@cognite.com