Energy Data Access: Open Data Opens Doors
Lynda O’MalleyCleantech Industry AnalystMarket IntelligenceMaRS Discovery District
Smart Meters By the Numbers Ontario:• 4.7 million smart meters• 2.6 million are green button enabled
Image courtesy of Windsor Star
The United States: • Over 3,000 utilities • 144,500,000 customers• 493 utilities have smart meters• 37,290,374 smart meters • 25 utilities have implemented and
44 have committed to Green Button• 36 million homes and businesses • 16 million already have access to
Download my Data• 11 million utility customers
committed to Connect my Data
Smart Meter Market• The North American smart meter penetration rate will surpass 80% by 2019. • Europe will follow that level by 2022.• Asia Pacific, led by China, is projected to reach a 70% penetration rate by 2022.
Source:
131 Million annual smart meter shipments
in 2018
Datagrid
consumer enterprise
Source:
building envelope HVAC
pool/hot tub lighting
occupancy kitchen laundry
electronics water heater and use solar electric systems
operationalnonoperational
meterevent message
metadata
building envelope industrial machinery
operationalsubmeter
district heatingfinancial
Analyticsgrid
consumer enterprise
Source:
transformersubstation
fault detection and outage
load predictionpower quality/power
factornetwork
weather and renewablesdemand response/virtual
power planttheft analysis
predictive asset management
Insight Heating and Cooling
EducationRetrofits
VerificationReal Estate
Solar
DOE
industrial sitemachinery
HVAC optimizationdistrict heating system
performancedistributed generation
renewablesdemand response
Smart Grid Data Analyticsgrid
$8.7 billion
consumer
$7.1 billion
enterprise
$4.2 billion
Source:
utility analytics market (2020)
$20 billion
Solutionsgrid
consumer enterprise
Source:
you?
Data.gc.ca
www.ontario.ca/government/government-ontario-open-data
Pile on the Datasets!
The EPA Data Finder – epa.gov/data/
National Climatic Data Center – www.ndc.noaa.gov
Dev.openei.orghttp://dev.openei.org/datasets/
http://dev.openei.org/w/index.php?title=Green_Button_Developer
MaRS Market Intelligence – Market Insights
Read me
http://www.marsdd.com/news-insights/mars-reports/the-market-impact-of-accessible-energy-data/
Happy Hacking!
Lynda O’[email protected] Analyst, CleantechMarket IntelligenceMaRS Discovery District
Get your data sets!
Appendices
Types of Consumer Energy Data
Types of Smart Grid Data
Examples of Grid Analytics