1. Energy Data Access: Open Data Opens Doors Lynda OMalley Cleantech Industry Analyst Market Intelligence MaRS Discovery District

2. 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

3. 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

4. Data grid consumerenterprise Source: building envelope HVAC pool/hot tub lighting occupancy kitchen laundry electronics water heater and use solar electric systems operational nonoperational meter event message metadata building envelope industrial machinery operational submeter district heating financial

5. Analytics grid consumerenterprise Source: transformer substation fault detection and outage load prediction power quality/power factor network weather and renewables demand response/virtual power plant theft analysis predictive asset management Insight Heating and Cooling Education Retrofits Verification Real Estate Solar DOE industrial site machinery HVAC optimization district heating system performance distributed generation renewables demand response

6. Smart Grid Data Analytics grid $8.7 billion consumer $7.1 billion enterprise $4.2 billion Source: utility analytics market (2020) $20 billion

7. Solutions grid consumerenterprise Source: you?

8. Data.gc.ca www.ontario.ca/government/government-ontario-open-data Pile on the Datasets!

9. The EPA Data Finder – epa.gov/data/ National Climatic Data Center – www.ndc.noaa.gov

10. Dev.openei.org http://dev.openei.org/datasets/ http://dev.openei.org/w/index.php?title=Green_Button_Developer

11. MaRS Market Intelligence – Market Insights Read me http://www.marsdd.com/news-insights/mars-reports/the-market-impact-of-accessible-energy-data/

12. Happy Hacking! Lynda OMalley lomalley@marsdd.com Industry Analyst, Cleantech Market Intelligence MaRS Discovery District Get your data sets!

13. Appendices

14. Types of Consumer Energy Data

15. Types of Smart Grid Data

16. Examples of Grid Analytics