Post on 15-Jun-2020
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Confidential. Not to be copied, distributed,or reproduced without prior approval.
GE Digital Vision and Strategy,European Foundry
Vincent ChampainGeneral ManagerGE Digital Foundry Europe
vincent.champain@ge.comTwitter: @vchampain
222.11.17Edit Presentation Title in [Insert Tab > Header & Footer] |
Apollo 11 guidance system
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Hardware is cheaper and cheaper
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Sensing
Accelerometer$0.60
Processing &connecting
160 MIPS & Wireless$2.00
Storing
1 GB < $0.01 / month
…not developing!
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Software developer cost
Simple text5 KB / record
Rich Text500 KB / record
2D Images1,500 KB / image
x 40 millions
3D Images35,000 KB / study
Video5,000,000 KB /
movie
Genome202, 375,168 KBMedical data example
Key consequences
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Many new possibilities
=> Need to re-optimize value chain using new technologies
Many evolving technologies
=> Don’t try to beat the ecosystem? be at its center
Physical still 95% of VA
=> Physical/digital integration is key
Value hiden in lots data
=> Value oriented approach to find needles of value in
stacks of data
Typical use cases
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Sensors in a turbine monitortemperature, power output,revolutions per minute...
Predix application improvingefficiency / reliability
Best of class plant but with a12 % scrap in tube cutting
20 days agile developmentScrap reduced to 4%ROI < 12 months
-30 to 50% unplanned events-4d of outage/yearEmissions monitoring & compliance
Waste plant subject to strictregulations
Asset Performance
BrilliantManufacturing
DigitalTwin
FieldService
PRODUCTIVITY
EFFICIENCY
COMPLIANCE
Increase in technician productivity
18%
Decrease in service cost
19%
Decrease in compliance incidents
15%
Reduction in safety incidents
Decrease in repair time
13%
12%Increase in machine
uptime
AVERAGE RESULTS FROM
OUR CUSTOMERS
8%
Field services agents oftenunderoptimized
-19% compliance incidents+18 % workforce productivity-8% service cost
Medical example129,450 images
21 specialists
Neural networks
Where does value come from ?
IndustrialData Science
The power ofthe cloud
Agility, speed and design
Finding the needles of value in your stacks of data using our world class industrial datascientists (400 global
team in GE) and algorithm design
Easy and cost effectively to very large data storage, computation capabilities and industry-specific services using our Predix platform
Designing and developing quickly application that are easy to use and to adopt and bring a clear return on
investment
Data Science – Finding the needles of value
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Domain => physics• Based on First Principles
& Domain Knowledge
• Little Data Needed
• Loses Impact Over Time
Empirical => experience• Intuitive
• Leverages Accumulated Expert Knowledge
• Updates Along with Domain Experts
Digital => mathematics• Easy to Maintain & Scale
• Uses Data from Industrial Domain
• Predictively Limitedto Past Events
Power of cloud & platform
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The value of agility
Leveraging our industrial expertise & installed base
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M&D/assets
New verticalportfolio
New digitalcustomers
Aviation Transportation
21k+ locomotives
- Vale (TO)
- DB Cargo
- Port of LA
- South 32
- Smart Intermodal
- Port Solutions
- Enterprise APM
- Loco Data Optimizer
O&GPower
18k+ assets
- Exelon
- Sonelgaz
- Dynegy
- CDT
- Operations Optimization
- Business Optimization
- Baseline Security Center
- Digital Worker
Renewables
30k+ assets
- BP
- Saudi Aramco
- Yamal LNG
- HMEL
- IntelliStreamTM
- Predictive Corrosion Mgmt
- Enterprise Impact
30k+ turbines
- Invenergy
- ENEL
- Panama
- Fina
- HECIC
- PowerUp
- Fleet Excellence
- Market Intelligence
- Cybersecurity
33k+ engines
- Gulfstream
- Air New Zealand
- Passur
- FlyDubai
- Flight Pulse
- Network Operations Insights
400+ plants globally
Design
Foundries: making it realExpertise & experience closer to customers
World class Technical
capabilitiesData science
Agile Apps Development
Design thinking
At the center of the digital industrial
ecosystem
Connecting experts
GE & non-GE
Startups acquisition & acceleration
Evangelization
A unique customer experience
Unique CX
Co-creation & impact oriented
GE digital store showroom
One stop shop
Strategy, design, development, architecture…
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¿QUESTIONS?