1. Transforming data in gold is not alchemy
Marc Lamey,
Global Product Line Leader
Transmission Software Solutions Product Line
GE Proprietary Information—Class III (Confidential)
Export Controlled—U.S. Government approval is required prior to export from the U.S., re-export from a third country, or release to a foreign national wherever located.​

2. Data deluge and regulatory compliance
Talk about the EU requirements for TSO/DSO’s to share data. Need more information. Still reading through the 80-page report. Then transition to the data deluge & how you extract “gold”.
Title or Job Number | XX Month 201X

3. Data deluge and the value it holds
We are living in an era that collects more data daily than it collected over millennia combined. We are more informed than any other human that lived before us. But are we wiser? Data and information by themselves don’t equate automatically with knowledge. Yes, we have terabytes of data but is it of any use? How can we take only the pertinent data and transform it into knowledge? Actionable knowledge. And how we can we can use that knowledge to make better decisions, improve efficiency, guarantee and increase reliability, and push the system to reliable but stretched limits, while keeping it secure from cyber attacks? These are few of the questions I want to address today.

4. Transforming Industrial Operations
Asset Performance Management
Operations Optimization
Digital Twin/ Digital Thread
Maximize performance and asset availability
Increase system efficiency across operations
Optimize lifecycle of design, manufacturing, service,
& repair cycles
The goal for many of the customers we work with today is to put together a strategy that leverages the potential of these new technologies to transform their operations, they way they service their customers, and ultimately their business performance.
Industrial IoT enables organizations to create real value through improved operational performance and efficiency. It also enables new revenue streams by making it possible to understand and serve customers with new information-based services.
Improved operational performance and efficiency
Continuous innovation and faster time to market
Creating
New Value
New customer services and business models 1 2 3

5. Grid Software Solutions : Grid Digital Twin Solutions and Apps
Deliver value
SOLUTIONS
Grid Digital Twin
Business Optimization
Operations Optimization
physical
digital
Asset Performance
In GE’s Grid Software Solutions, we deliver value through business optimization, operations optimization, and asset performance management solutions and apps.
Live digital image of interconnected grid assets
Different point in time: past, real-time, future
Transmission grid, Distribution grid, Microgrid
Apps

6. Grid Digital Twin – Predix – Additional Value Creation
Business Optimization
Advanced Predictive analytics engine
Multiple sources Data fabric structure and non-structure data
Machine learning
Brilliant machines
Optimization
Market Intel. & Forecasting
Plant Portfolio Optimization
Cost efficiency
Operations Situational Awareness
DER Integration
Asset Operations
Asset Performance
Management
Specifically, ... [go through each section]
Cost efficiency
Revenue increase
Asset utilization
Operation efficiency
Failure rate
Plant Optimization / Despatch
Geopspatial asset record
Outage Planning
Asset Health
Compliance Management
Maintenance Optimization

7. Harnessing knowledge from WAMS
Here is one example on how to leverage the Predix platform to harness the vast amounts of data coming from PMU’s and how we are extracting actionable knowledge out of it.
Title or Job Number | XX Month 201X

8. Why WAMS Predix Cloud Solutions?
Ground (Classic) WAMS
Predix Cloud WAMS
System is utility’s own responsibility
Capital cost & staffing
Known communications performance
Inside internal security perimeter
Mainly own-organization view
Admin overhead per external data stream
Raw data shared, not common view
Data analysis
Mainly real-time analytics (stored for post event)
Resources allocated at design stage
Logistics of custom analysis difficult
Applications
Mainly vendor; 3rd party not easily integrated
Services run by GE
Reduced capital & maintenance burden
Encrypted traffic over internet
Security managed by cloud provider
Sharing inter-organisation sources
Ease of managing multiple sources
Controlled shared & exclusive views
Big data analytics
Real-time & retrospective analytics
Large elastic processing & storage resources
Data easily available to designated experts
Flexible application development
Vendor/in-house/partner as needed
Please talk to Douglas Wilson about this. I am not much of help – I just stole the slides.

9. Bridging the Information Barriers
Transmission System Operator
Transmission Owner
Central Generation
Distribution Owner
Distributed Generation & ANM
Fast Freq Response
Demand Response
Load
TSO Service, no DNO control, No TSO visibility
DNO Service
No TSO visibility
Uncontrolled
Crossing information boundaries for efficient use of complete grid More connection capability, lower risk, lower services cost
Limited information available across boundaries
Other TO/TSO

10. Central vs. Distributed Information Model
Ground WAMS - CENTRAL
Predix Cloud WAMS - DISTRIBUTED
Data
Analytics
Visualisation
Vendor
Support
Central PDC
PMU
RT Apps Server
TO/TSO #1
PDC
PMU
RT/OL Apps Server
TO/TSO #N
Transm Owner / System Operator
PDC
PMU
Industrial & DG
RT/OL Apps Server
PDC
PDC
Authorised user
Other TO/TSO
PDC
PMU
DNO #1
PDC
PMU
DNO #M
PMU
PMU
PMU
PDC
PDC
DNO
PMU
PMU

11. WAMS: Ground and Predix Domains
WAMS domains addressed today with ground solutions
Operational Support
Control room
Automated control
Initial Cloud WAMS service domain
Operations WAMS monitor & control
Increasing data volume
Increasing analytics
System performance, event analysis, control tuning
Modelling, special studies, mid/long-term planning

12. Thank you!

14. Grid Digital Twin Insight
P R E D I X
E x p e r I e n c e
User Interface User Experience
Geospatial
Situational
Dashboard
Consistent Grid vision
User Experience
Control Room
Mobility
Analyst
Data science applied to Grid
Operation
Efficiency
Grid Analytics
APM
Optimization
Predictive
Transmission
Outage
Management
Asset Management
Full range of Grid applications
Grid Applications
Apps Foundry
Distribution
DER - DR
Market
App
App
App
WAMS
GIS
Customer apps
Pipeline
Gridcom …
Probably we don’t want to show this. Too many details with Siemens, ABB, and PSC in the panel.
Microservices
Reliability
Cyber Security
Reduce Integration complexity
Interoperability
and Security
Services
Cloud
Storage
Mobility
Grid Connectivity
Data Foundry
Asset Edge Data
SCADA
PDC
IoT