CyberPhysical Systems Era - From Advanced Technologies to New Alliances and Business Models
Dr Robert PlanaInnovation and Ecosystem DirectorGE Digital
For Internal Use Only – GE Confidential
GE Digital
Maximize performance and asset availability
Increase system efficiency across
operations
Optimize lifecycle of design, manufacturing, service & repair cycles
Digital Heritage Management
How to (re)boost the industry ?
GE Digital 3
Courtesy of Prof M.TENTZERIS, Gatech
Micro and Nano Sensors
@Mnemonics, inc.
Airbus is piloting the use of a 2-arm humanoid robot at the
Puerto Real plant in Cádiz. Additive Manufacturing
Science and Technology enablers (1)
GE Digital 4
Node specific operating Systems
System architecture
Algorithms
Advanced middleware
Security
Science and Technology enablers (2)
Science and Technology enablers (3)
Industrial Data Management
Secure Connected Devices
Industrial Data Science
Industrial Internet Mobile and Cloud
Sensing, storing, analyzing and transmitting data is becoming cheap & easy
Issues:
Heterogeneous data
Digital Noise
Knowledge fragmentation and loss
High Performance Computing
Solution:
12 June 2017 4
Industrial Internet features
• Convergence between Hardware and Software
• Interoperability
• Scalability
• End to end capabilities
Data Infrastructure
Cloud Foundry
Assets Analytics Data Security Operations
There is a need for an Industrial Internet platform
Ecosystem : A balance between competitionand collaboration
• Fact 1 : better serve the customers
• Fact 2 : Transforming the industry is very diverse
• Fact 3 : Innovation is key and most of the time outside
• Fact 4 : speed and agility is brought by startups
• Fact 5 : sustainability and security is key
June 27, 2017Presentation Title 9
Edge computing
Digital Twin
Cloud computing
Industrial Internet Ecosystem priorities
GE Digital
Bosch & GE Digital partnership
Bosch Software Innovations GmbH | INST-MKC4 | 6/6/2017
© Bosch Software Innovations GmbH 2017. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution as well as in the event of applications for industrial property rights.3
Connectivity Stack
Production Performance Manager
SensorPackAmbient
Conditions
Autonomous secure connectivity
SensorPackHydraulicsOR
GE Predix OfferingBosch Offering
PredixTimeSeries
PredixAnalytics
PredixAsset
PPM Connector
IoT Gateway
SuitCase OR Cabinet Housing
An Industrial Ecosystem to Solve Complex Issues
Confidential11
Internet of Escalators& elevators
Downtime: 90%
OPEX: 50%
12 June 2017 14
Digital Industry ChallengesBuild advanced data apps to solve industrial challenges with GE
13
Co-development phaseNUMA/GE Digital/GE BUs/Start Ups
Acceleration phaseGE Digital/GE BUs/Start Ups
Sept 2016 – Dec 2016 Jan 2017– Apr 2017
Challenges DefinitionNUMA / GE Digital / GE BUs
Jun 2016 – Sept 2016
Demo Day
1. Local Energy Forecasting
2. Blockchain energy transaction
3. Indoor Location Analytics
4. Hydropower Production Optimization
(pivoted to logistic/supply chain)
5. Massive Time-Series Management
55 Applications
5 Winners
5 Challenges
30th of May
Why Digital Twin is important ?
Transfer Function
State variable
False Alarm
Real Alarm
Physics
Data
AI
In Vivo Model
Digital Twin Factory
1527 June 2017BASF Construction Lifecycle |
Predix Platform
Act
Unified Data Access
AssetModel
Expert Community
Build
Learn
Services Orchestration
Run
Digital Thread & Manufacturing Apps
Digital Twin Applications through
startups
APM/MeridiumApplications
Index
Catalogs (Data, Kernel, Model)Un
ifie
d S
ecu
rity
Arc
hit
ectu
re
HPC
Computation
Steam Turbine Rotor Crack Prediction
Data Preprocessing Learn from Physics Learn from Similar Assets APM - Maintenance Planning
• Use Physics Knowledge• Asset Specific Probabilistic Learning and Calibration• Predictability through Similarity Learning• Continuous Model Learning with new Inspection Data• Deploy to APM for Maintenance Planning
Physics-Kernels & Learning for Rapid Digital Twin Model Development
Digital Twin Workbench
12 June 2017 11
A flexible and Innovative Business Model
June 27, 2017 19
SALESIndustry Specific Apps
Industry frameworks
Horizontal Application Suites
Predix platform and services
Unified Ops
powergenEconomic Optimizer
APP
Oil and gas digital framework
Aviation digital framework
P & W digital framework
More
Machine and equipment health
Cyber security
Connectivity
ModuleReliability mgmt
Maintenance optimization
ModuleModule Module
MobilityData
mgmtUX widgets,
cards & viewsBiz ops
Dev ops
ALMAsset performance Ops optimization