iot: streaming machine and sensor data - sas institute · •digital & analytics are...
TRANSCRIPT
#AnalyticsXC o p y r ig ht © 201 6, SAS In st i tute In c. A l l r ig hts r ese rve d.
IoT: Streaming Machine and Sensor Data
Sham ChotaiChief Technology Officer, Software and Analytics at GE Power & Water GE Power
For Internal Use Only – GE Confidential
• Digital & analytics are transforming EnergyOpportunity to address industry challenges
• It’s real & it’s happeningEarly adopters seeing tangible outcomes & financial benefits
• Leadership in Digital requires more than technologyNew approaches, culture, personal focus
Digital focus critical for near & long-term growth
GE Company Proprietary & Confidential GE © 2016 – All Rights Reserved
Key Messages
For Internal Use Only – GE Confidential
Generation Market OperationalTrading
DistributionTransmissionBehind
the Meter
Distributed Energy
75% of Breakdowns 8% Electricity Loss New Integrated Customer Service
$1.3 Trillion Industry Value
Digital Transformation of Electricity
For Internal Use Only – GE Confidential
GE HAS TRANSFORMED ITSELF INTO THE
World’s leading digital industrial company
3GE’s biggest transformation in a generation
GE is transforming industry with software-defined machines
& solutions that are CONNECTED, RESPONSIVE & PREDICTIVE.
• 20,000 Employees-6,000 Software
• Chief Digital Officers (8)
• $6B Revenue
• 1st 2,500 Person Developer Conference
• Launched Predix Platform
• Digital Twin - Digital Thread
• Brilliant Factories
• Industrial Internet
• Regional Global Foundries
GE DIGITAL
For Internal Use Only – GE ConfidentialTitle or Job Number | XX
Month 201X4
For Internal Use Only – GE Confidential
BB120
Abundance of Data & Connected Devices
2TBOf Data Per Day
10SEvery 10 sec Data Capture
600MMSmart Meters
5MMSmart Thermostats
125% Growth
But Only 2% of Data Analyzed
By 2025, 7 Billion Connected Assets
For Internal Use Only – GE Confidential
For Internal Use Only – GE Confidential
Digital Solutions Making An Impact
DigitalWind Farm
May 2015
Digital Power Plantfor Gas
Sept. 2015
Digital Power Plantfor Steam
June 2016
For Internal Use Only – GE Confidential 8
For Internal Use Only – GE Confidential
Digital Driving Outcomes With Early Adopters
9
Performance
List of Customer logos
Availability
Economics
Reliability
SAIF POWER LIMITED
HUBCO
For Internal Use Only – GE Confidential
• 445 MW Whitegate CCGT power plant
• Adapting to renewable production expansion
• Focus on eliminating unplanned downtime
Digital … Extends Asset Life and Reliability
21‘Catches’
300Algorithms
€2.28MMCost savings and
cost avoidance
Cork, Ireland
DIGITAL SOLUTION: ‘ASSET PERFORMANCE MANAGEMENT’
For Internal Use Only – GE Confidential
Digital … Enables a New Role for Fossil Fuels
±50 MW/minHigh output
responsiveness
2.5xFaster ramp rate
65MWBest minimum
load 9FA fleet
• 2014: Italy rapidly embracing renewables
• CCGT Generation costs > € per kWh on
exchange
• Chivasso gas power plant mothballed for 2
years
2016
DIGITAL SOLUTION: ‘OPERATIONS OPTIMIZATION’
Milan, Italy
For Internal Use Only – GE Confidential
Digital … Elevates Trading Profitability
ZEROImpact on plant
outage schedule
$5MMIncremental
Revenue per
32000 hrs
2-3%Output
Improvement
• 840MW CCGT plant at Hunterstown, PA
• Maximizing output to meet market need
• Trading off maintenance & opportunity
DIGITAL SOLUTION: ‘BUSINESS OPTIMIZATION’
Business Optimization
Operations Optimization
Asset Performance Management
Predix
A Portfolio for Digital Transformation
www.ge.com/digital/power
A Portfolio to Drive Customer Outcomes
Business Optimization
Operations Optimization
Asset Performance Management
Deeper Insights
Better, Faster
Decisions
Real-Time Actions
Profitability
Productivity
Reliability
Predix
Advanced Controls / Edge Computing
Cyber
Edge to Cloud Platformas-a-Service
predix.io | Open for business
For Internal Use Only – GE Confidential
• Digital & analytics are transforming EnergyOpportunity to address industry challenges
• It’s real & it’s happeningEarly adopters seeing tangible outcomes & financial benefits
• Leadership in Digital requires more than technologyNew approaches, culture, personal focus
Digital focus critical for near & long-term growth
GE Company Proprietary & Confidential GE © 2016 – All Rights Reserved
Takeaways
Q&A
C o p y r ig ht © 201 6, SAS In st i tute In c. A l l r ig hts r ese rve d.
#AnalyticsX