GE Digital
Predix
Mario Testino EMBA, MENG
ServiTecno – GE Digital Alliance Partner
Industrial Internet &
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
1% fuel savings
100,000,000 gallons annually (US only)
1% fuel savings
100,000,000 gallons annually (US only)
Source: GE and industry estimates
Source: GE and industry estimates
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
Title or Job Number | XX Month
201X
GE Business Unit Name 4
1% more output
240 TWh extra electricity (~Canada)
1% more output
240 TWh extra electricity (~Canada)
Source: GE and industry estimates
Title or Job Number | XX Month
201X
GE Business Unit Name 5
1% more efficiency
45,000+ saved lives each year
1% more efficiency
45,000+ saved lives each year
Source: GE and industry estimates
Source: GE and industry estimates
Title or Job Number | XX Month
201X
GE Business Unit Name 6
1% more on-time
100,000 minutes less waiting time (UK)
1% more on-time
100,000 minutes less waiting time (UK)
Source: GE and industry estimates
Source: GE and industry estimates
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
1% more production
$10b more output (US)
1% more production
$10b more output (US)
Source: GE and industry estimates
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
May 30, 2018Presentation Title 8
1% less CAPEX spending annually
$8 billion savings
1% less CAPEX spending annually
$8 billion savings
opportunity
$150 billion+
across industries
9
Takeoff (average diagnostics)
Cruise (average diagnostics)
Landing (average diagnostics)
1 KB / FLIGHT
30 PARAMETERS
3 SNAPSHOTS / FLIGHT
Source: GE Aviation
Air Speed Calibrated
Altitude
Cooling Valve Position
Exhaust Gas Temperature
Fuel Flow
Ground Speed
and more…
500 GB / FLIGHT
5,000 PARAMETERS
1 SNAPSHOT / SEC
Source: GE Aviation
500 GB / FLIGHT
5,000 PARAMETERS
1 SNAPSHOT / SEC
[x]
15 AIRLINES
3.4MILLION FLIGHTS
Source: GE estimates
Source: GE estimates
4000
gas turbines
23,000
wind
turbines
21,500
locomotives
28,000
commercial
jet engines
1.4 million
pieces of
health care
equipment
20,700
units of oil
and gas
equipment
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
May 30, 2018Presentation Title 15
Industrial Edge
Management
30% accuracy
90% accuracy
97% accuracy
Sensor data
+ Ops Context
+ Physics content
Source: GE estimates
Industrial Data Science
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
Cumulativedistress
Cycles
SegmentSegment
AbateAbate
Source: GE Aviation
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
More Time on WingMore Time on Wing
Machine-to-Cloud platform-as-a-service
19
Confidential. Not to be copied, distributed, or reproduced without prior
approval. GE Confidential
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
21
How do we make
it happen?
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
Plenty of Technologies to Master
22
Source: Evans Data
Security
Management
Communication protocolsAsset Data Mgmt.
Connectivity
Cyber-Security
REST API
Big Data
Firewall
Cloud
Encryption
Predictive
AccessControlData Science
PaaS
PMML
Deep
Learning
Statistics
Standards
Embedded Systems
APIs
O
S
Velocity
Deployment
Architecture
Domain
Knowledge
Understanding
API API API
Edge Digital Twin Mobile
GE Predix
developer platform for Industrial IoT
GE Predix
developer platform for Industrial IoT
Digital Twin
Digital TwinDigital Twin
Age
Relationship
Income
Likes
Relationship
Better ads
Equipment type
Parts numbers
Material properties
Maintenance history
Operational conditions
Sensor data
More uptime Safer operations Fuller automation
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
27
Device Virtualization – Digital Twin
May 30, 2018Presentation Title 28
29
30
Predix Edge
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
What and where are industrial controls?
32
• 10,000 Nodes
• Wireless
• Mesh Network
• 500 Nodes/AP
• 10,000 Nodes
• Wireless
• Mesh Network
• 500 Nodes/AP
LightingLighting
• -20º to 200ºC
• 15K psi
• Up to 6G (30 min)
• -20º to 200ºC
• 15K psi
• Up to 6G (30 min)
Downhole O&GDownhole O&G
• -40º to 80ºC
• IEC60255-21-2 Class 1
shock & vibe
• -40º to 80ºC
• IEC60255-21-2 Class 1
shock & vibe
Marine Dynamic
Positioning
Marine Dynamic
Positioning
• Hermetic
• 15 Kpsi
• 25-year life
• 3000m depth
• Hermetic
• 15 Kpsi
• 25-year life
• 3000m depth
Subsea O&GSubsea O&G
LocomotivesLocomotives
• 20-year life
• 10G shock
• -50º to +130ºC
• Coal dust, silica, Salt Fog,
SO2, …
• 20-year life
• 10G shock
• -50º to +130ºC
• Coal dust, silica, Salt Fog,
SO2, …
• Level A Cert
• -55º to 125ºC
• 10K hr MTBF
• 20G shock
• Level A Cert
• -55º to 125ºC
• 10K hr MTBF
• 20G shock
Aircraft EnginesAircraft Engines
• Level-A Cert
• -55º to 125ºC
• 200K hr
MTBF
• 20G shock
• Level-A Cert
• -55º to 125ºC
• 200K hr
MTBF
• 20G shock
AvionicsAvionics
• 250K+ I/O points
• SONET Rings
• -40 to 80° C
• Wide-area control
• 250K+ I/O points
• SONET Rings
• -40 to 80° C
• Wide-area control
Power T&DPower T&D
• 30,000+ I/O points
• Rad. Hard 0-100 R/hr
• SIL III safety
• 30,000+ I/O points
• Rad. Hard 0-100 R/hr
• SIL III safety
Power GenerationPower Generation
Confidential. Not to be copied, distributed, or reproduced without prior
approval.
OT
33
P
Predix
ERP / CRM
L P F L P
Data
historian
HMI
station
Engineering
workstations
PrinterControl server
(SCADA - MTU)
Serial based radio
Cellular, satellite, mesh,
P/ethernet or
serial communication
Control server
(SCADA - MTU)
PumpValve PumpValve
Pressure
sensor
Flow
sensor
Level
sensor
Pressure
sensor
Flow
sensor
Level
sensor
RTUPLC
Modem
gateway
Local
access
Remote
station
Remote
station
Modem
gateway
F
Modem
gateway
HML
station
Corporate enterprise
network
WAN
Primary control center
Backup control center
Regional control center
Predix
Asset
optimization
Operations
optimization
Data
historian
Powered by Predix
IT
P
P P P
P
GE Digital 34
Predix on Mobile
Predix on Mobile
35
Built on cloud Foundry, Predix is optimized for secured connectivity
and analytics at scale – in the Cloud and on the Edge
GE Digital Predix. Mario Testino, General Electrics
GE Digital Predix. Mario Testino, General Electrics

GE Digital Predix. Mario Testino, General Electrics

  • 1.
    GE Digital Predix Mario TestinoEMBA, MENG ServiTecno – GE Digital Alliance Partner
  • 2.
  • 3.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. 1% fuel savings 100,000,000 gallons annually (US only) 1% fuel savings 100,000,000 gallons annually (US only) Source: GE and industry estimates Source: GE and industry estimates
  • 4.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. Title or Job Number | XX Month 201X GE Business Unit Name 4 1% more output 240 TWh extra electricity (~Canada) 1% more output 240 TWh extra electricity (~Canada) Source: GE and industry estimates
  • 5.
    Title or JobNumber | XX Month 201X GE Business Unit Name 5 1% more efficiency 45,000+ saved lives each year 1% more efficiency 45,000+ saved lives each year Source: GE and industry estimates Source: GE and industry estimates
  • 6.
    Title or JobNumber | XX Month 201X GE Business Unit Name 6 1% more on-time 100,000 minutes less waiting time (UK) 1% more on-time 100,000 minutes less waiting time (UK) Source: GE and industry estimates Source: GE and industry estimates
  • 7.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. 1% more production $10b more output (US) 1% more production $10b more output (US) Source: GE and industry estimates
  • 8.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. May 30, 2018Presentation Title 8 1% less CAPEX spending annually $8 billion savings 1% less CAPEX spending annually $8 billion savings
  • 9.
  • 10.
    Takeoff (average diagnostics) Cruise(average diagnostics) Landing (average diagnostics) 1 KB / FLIGHT 30 PARAMETERS 3 SNAPSHOTS / FLIGHT Source: GE Aviation
  • 11.
    Air Speed Calibrated Altitude CoolingValve Position Exhaust Gas Temperature Fuel Flow Ground Speed and more… 500 GB / FLIGHT 5,000 PARAMETERS 1 SNAPSHOT / SEC Source: GE Aviation
  • 12.
    500 GB /FLIGHT 5,000 PARAMETERS 1 SNAPSHOT / SEC [x] 15 AIRLINES 3.4MILLION FLIGHTS Source: GE estimates
  • 13.
    Source: GE estimates 4000 gasturbines 23,000 wind turbines 21,500 locomotives 28,000 commercial jet engines 1.4 million pieces of health care equipment 20,700 units of oil and gas equipment
  • 15.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. May 30, 2018Presentation Title 15 Industrial Edge Management
  • 16.
    30% accuracy 90% accuracy 97%accuracy Sensor data + Ops Context + Physics content Source: GE estimates Industrial Data Science
  • 17.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. Cumulativedistress Cycles SegmentSegment AbateAbate Source: GE Aviation
  • 18.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. More Time on WingMore Time on Wing
  • 19.
  • 20.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. GE Confidential
  • 21.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. 21 How do we make it happen?
  • 22.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. Plenty of Technologies to Master 22 Source: Evans Data Security Management Communication protocolsAsset Data Mgmt. Connectivity Cyber-Security REST API Big Data Firewall Cloud Encryption Predictive AccessControlData Science PaaS PMML Deep Learning Statistics Standards Embedded Systems APIs O S Velocity Deployment Architecture Domain Knowledge Understanding
  • 23.
    API API API EdgeDigital Twin Mobile GE Predix developer platform for Industrial IoT GE Predix developer platform for Industrial IoT
  • 25.
  • 26.
    Digital TwinDigital Twin Age Relationship Income Likes Relationship Betterads Equipment type Parts numbers Material properties Maintenance history Operational conditions Sensor data More uptime Safer operations Fuller automation
  • 27.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. 27
  • 28.
    Device Virtualization –Digital Twin May 30, 2018Presentation Title 28
  • 29.
  • 30.
  • 31.
  • 32.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. What and where are industrial controls? 32 • 10,000 Nodes • Wireless • Mesh Network • 500 Nodes/AP • 10,000 Nodes • Wireless • Mesh Network • 500 Nodes/AP LightingLighting • -20º to 200ºC • 15K psi • Up to 6G (30 min) • -20º to 200ºC • 15K psi • Up to 6G (30 min) Downhole O&GDownhole O&G • -40º to 80ºC • IEC60255-21-2 Class 1 shock & vibe • -40º to 80ºC • IEC60255-21-2 Class 1 shock & vibe Marine Dynamic Positioning Marine Dynamic Positioning • Hermetic • 15 Kpsi • 25-year life • 3000m depth • Hermetic • 15 Kpsi • 25-year life • 3000m depth Subsea O&GSubsea O&G LocomotivesLocomotives • 20-year life • 10G shock • -50º to +130ºC • Coal dust, silica, Salt Fog, SO2, … • 20-year life • 10G shock • -50º to +130ºC • Coal dust, silica, Salt Fog, SO2, … • Level A Cert • -55º to 125ºC • 10K hr MTBF • 20G shock • Level A Cert • -55º to 125ºC • 10K hr MTBF • 20G shock Aircraft EnginesAircraft Engines • Level-A Cert • -55º to 125ºC • 200K hr MTBF • 20G shock • Level-A Cert • -55º to 125ºC • 200K hr MTBF • 20G shock AvionicsAvionics • 250K+ I/O points • SONET Rings • -40 to 80° C • Wide-area control • 250K+ I/O points • SONET Rings • -40 to 80° C • Wide-area control Power T&DPower T&D • 30,000+ I/O points • Rad. Hard 0-100 R/hr • SIL III safety • 30,000+ I/O points • Rad. Hard 0-100 R/hr • SIL III safety Power GenerationPower Generation
  • 33.
    Confidential. Not tobe copied, distributed, or reproduced without prior approval. OT 33 P Predix ERP / CRM L P F L P Data historian HMI station Engineering workstations PrinterControl server (SCADA - MTU) Serial based radio Cellular, satellite, mesh, P/ethernet or serial communication Control server (SCADA - MTU) PumpValve PumpValve Pressure sensor Flow sensor Level sensor Pressure sensor Flow sensor Level sensor RTUPLC Modem gateway Local access Remote station Remote station Modem gateway F Modem gateway HML station Corporate enterprise network WAN Primary control center Backup control center Regional control center Predix Asset optimization Operations optimization Data historian Powered by Predix IT P P P P P
  • 34.
    GE Digital 34 Predixon Mobile Predix on Mobile
  • 35.
    35 Built on cloudFoundry, Predix is optimized for secured connectivity and analytics at scale – in the Cloud and on the Edge