Oracle BIWA Summit 2017
The State of Industrial IoT
Jayant Thomas (JT), Director of IoT Platform
GE Digital
powered by #IndustrialInternet
The Predix Cloud
Machine Connectivity
Industrial Big Data
Enhanced Security
Service Interoperability
Developer Insight
Oracle BIWA Summit 2017
Today - Jet Engine (Genx) Sensors
Speed Sensor
Exhaust Gas Temperature
(EGT) sensors
Temperature Sensors
Temperature Sensors
Pressure sensors
* Simplified view of some of the sensorsGE90X in Cathay
Pacific
Oracle BIWA Summit 2017
Making “Sense” of the “Sensors”
• EGT = Exhaust Gas Temperature
• The temperature of the exhaust gases as they enter the tail
pipe, after passing through the turbine
• A good indicator of the health of engine (just like human
body temperature)
• Recording & interpreting the EGT can help to detect several
jet engine problems.
http://www.geaviation.com/press/cf34/cf34_20140513b.html
powered by #IndustrialInternet
API API API
Connect Analyze Optimize
Predixyour cloud platform for the Industrial Internet
powered by #IndustrialInternet
Connect ALL your OT / IT Systems
• ANY asset (GE, non-GE; new, old)
• ANY TIME, ANY PLACE connectivity
• EDGE analytics
• PUSH software updates
• SECURED device management
OT / IT systems
powered by #IndustrialInternet
Digitize, Analyze, Monetize in the Cloud
• ASSET DATA models, from pipe to plant
• ANALYTIC modeling (R, Matlab, …)
• Packaged DATA SCIENCES (GE, partners)
• Data at SCALE (fast, vast)
• METERING and COSTING (BizOps)
powered by #IndustrialInternet
End-to-end platform, machine to cloud
Oracle BIWA Summit 2017
An example use case…
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017
Extending Predix with
Plug-able Analytics
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017
Text mining of work orders
to identify subcomponent failure modes
0
20
40
60
80
100
120
140
160
engine oilleak
air filter filter plug coolantleakage
sampleengine
engine oil oil leakage fuel exhaust air start
Oracle BIWA Summit 2017
Time-between-failure analysis
for each subcomponent failure mode
Oracle BIWA Summit 2017
Survival function estimation
for each subcomponent failure mode
Oracle BIWA Summit 2017
Text Mining
Survival Function
Estimation
Time between Sub-
components
Failure Mode
Threshold based
AlertingCustom Asset Analytic
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017
Oracle BIWA Summit 2017