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Why Energy Analysis Is
Cloudy Without Weather Data
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
We all know the weather affects the
energy consumption of a building.
But how much? 90%? 50%? 10%?
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
One way to get a quick idea is via the
U.S. Dept of Energy’s extensive CBECS
database, the result of surveys of tens
of thousands of buildings.
Our CBECS interface is free:
www.BuildingBenchmarks.com
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Cooling is 7% of
electricity usage
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Heating is 97%
of gas usage
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Overall, weather loads are 43%
(47 kbtu/sf) of the 110 kbtu/sf
annual total
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
OK, 43% of the total energy bill.
How much can that vary year-to-year?
Enough to cause pain in my budget?
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Here’s the degree day report from free
www.WeatherDataDepot.com
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
That’s bound to get someone’s attention!
The weather impact on building energy
usage is significant and can be analyzed
quite easily.
48% increase in degree days
x weather load of 43%
21% budget impact
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Degree Days is a weather metric
that’s only useful in the context of
building energy usage.
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
How are degree days calculated?
1. Set a balance point temp, the outside
temp that divides heating and cooling.
2. Calculate the daily difference between
balance point and mean daily temp.
3. Track heating separately from cooling.
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Why bother with degree days?
Why not use the simpler concept of
average monthly or average annual
temperature?
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
High Low Mean HDD CDD
San Diego
Day 1 65 55 60 0 0
Day 2 65 55 60 0 0
Average 60
Denver
Day 1 90 60 75 0 15
Day 2 60 30 45 15 0
Average 60
These cities had the same 60F average
temp for two days. Was building energy
usage the same?
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
The average annual temperature in San Diego is 65F.
The average annual temperature in Dallas is 65F.
In Dallas, annual A/C usage is 160% more and annual
heating use is 350% of San Diego. How can that be?
The average annual temperature in Orlando is 72F.
The average annual temperature in Phoenix is 72F.
In Phoenix, annual A/C usage is 63% more and annual
heating use is 100% more than Orlando.
Huh?
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Conclusions:
Use Degree Days because this method
tracks heating and cooling needs separately
Average monthly or average annual
temperature doesn’t work–the warm and
cool days cancel each other out.
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
What information does
WeatherDataDepot give me?
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
1. Monthly Degree Day Comparison Report
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
2. Cooling and Heating Cumulative Trends
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
3. Monthly Trends
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
4. Drill down to Daily Data
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
5. Copy to Excel
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
6. Degree Day Forecast, next 14 days
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
7. Extensive FAQs
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
8. Your Own Personalized Link
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
9. Station Location and Excel File
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
What about humidity, cloud cover,
wind velocity?
Huge increase in data cost and
computational complexity
Historical and current data for many
fewer sites
No significant analytical improvement
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
Presented by EnergyCAP, Inc.
EnergyCAP is used by organizations that receive many utility bills for
bill processing, energy reporting and analytics
Over 30 years as industry leader; first release in 1982. (The
predecessor software was FASER Energy Accounting).
Web-based and on-premise versions.
Financially secure. No debt. No VC funds.
EnergyCAP software is all we do—we don’t sell hardware, retrofits,
consulting, bill payment outsourcing, procurement.
2,100 organizations use EnergyCAP.
City Government (Phoenix, Philadelphia, San Francisco,
Baltimore, Sacramento, Virginia Beach, Tampa, Denver,
Jacksonville, Oklahoma City, Cleveland)
County Government (Orange, Riverside, Santa Barbara CA;
Loudoun, Fairfax, Chesterfield VA; Miami Dade, Charlotte FL)
Federal (USMC, Smithsonian, U.S. Dept of Energy Labs)
Commercial (Ryder, Equity Residential, Forest City, BJs
Wholesale Clubs, CBRE, Northrop Grumman)
Education (800+ school districts, SUNY system, Univ of CA
system, UCF, Univ of Kansas)
©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com

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Why Energy Analysis is Cloudy Without Weather Data

  • 1. Why Energy Analysis Is Cloudy Without Weather Data ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
  • 2. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com We all know the weather affects the energy consumption of a building. But how much? 90%? 50%? 10%?
  • 3. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com One way to get a quick idea is via the U.S. Dept of Energy’s extensive CBECS database, the result of surveys of tens of thousands of buildings. Our CBECS interface is free: www.BuildingBenchmarks.com
  • 4. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Cooling is 7% of electricity usage
  • 5. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Heating is 97% of gas usage
  • 6. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Overall, weather loads are 43% (47 kbtu/sf) of the 110 kbtu/sf annual total
  • 7. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com OK, 43% of the total energy bill. How much can that vary year-to-year? Enough to cause pain in my budget?
  • 8. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Here’s the degree day report from free www.WeatherDataDepot.com
  • 9. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com That’s bound to get someone’s attention! The weather impact on building energy usage is significant and can be analyzed quite easily. 48% increase in degree days x weather load of 43% 21% budget impact
  • 10. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Degree Days is a weather metric that’s only useful in the context of building energy usage.
  • 11. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com How are degree days calculated? 1. Set a balance point temp, the outside temp that divides heating and cooling. 2. Calculate the daily difference between balance point and mean daily temp. 3. Track heating separately from cooling.
  • 12. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com
  • 13. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Why bother with degree days? Why not use the simpler concept of average monthly or average annual temperature?
  • 14. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com High Low Mean HDD CDD San Diego Day 1 65 55 60 0 0 Day 2 65 55 60 0 0 Average 60 Denver Day 1 90 60 75 0 15 Day 2 60 30 45 15 0 Average 60 These cities had the same 60F average temp for two days. Was building energy usage the same?
  • 15. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com The average annual temperature in San Diego is 65F. The average annual temperature in Dallas is 65F. In Dallas, annual A/C usage is 160% more and annual heating use is 350% of San Diego. How can that be? The average annual temperature in Orlando is 72F. The average annual temperature in Phoenix is 72F. In Phoenix, annual A/C usage is 63% more and annual heating use is 100% more than Orlando. Huh?
  • 16. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Conclusions: Use Degree Days because this method tracks heating and cooling needs separately Average monthly or average annual temperature doesn’t work–the warm and cool days cancel each other out.
  • 17. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com What information does WeatherDataDepot give me?
  • 18. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 1. Monthly Degree Day Comparison Report
  • 19. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 2. Cooling and Heating Cumulative Trends
  • 20. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 3. Monthly Trends
  • 21. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 4. Drill down to Daily Data
  • 22. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 5. Copy to Excel
  • 23. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 6. Degree Day Forecast, next 14 days
  • 24. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 7. Extensive FAQs
  • 25. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 8. Your Own Personalized Link
  • 26. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com 9. Station Location and Excel File
  • 27. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com What about humidity, cloud cover, wind velocity? Huge increase in data cost and computational complexity Historical and current data for many fewer sites No significant analytical improvement
  • 28. ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com Presented by EnergyCAP, Inc. EnergyCAP is used by organizations that receive many utility bills for bill processing, energy reporting and analytics Over 30 years as industry leader; first release in 1982. (The predecessor software was FASER Energy Accounting). Web-based and on-premise versions. Financially secure. No debt. No VC funds. EnergyCAP software is all we do—we don’t sell hardware, retrofits, consulting, bill payment outsourcing, procurement.
  • 29. 2,100 organizations use EnergyCAP. City Government (Phoenix, Philadelphia, San Francisco, Baltimore, Sacramento, Virginia Beach, Tampa, Denver, Jacksonville, Oklahoma City, Cleveland) County Government (Orange, Riverside, Santa Barbara CA; Loudoun, Fairfax, Chesterfield VA; Miami Dade, Charlotte FL) Federal (USMC, Smithsonian, U.S. Dept of Energy Labs) Commercial (Ryder, Equity Residential, Forest City, BJs Wholesale Clubs, CBRE, Northrop Grumman) Education (800+ school districts, SUNY system, Univ of CA system, UCF, Univ of Kansas) ©2014 EnergyCAP, Inc. @energycap #energyleader www.EnergyCAP.com