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Big Buildings, Big Data

                 BuidlingsNY
      Javits Center, New York, New York
         May 3, 1:30 PM to 2:30 PM
We shape our buildings (data) and
afterwards, our buildings (data)
shape us.
                  Winston Churchill
Some facts* …
• Buildings consume 72% of US electricity.
• Portion of energy in buildings used
  inefficiently or unnecessarily: 30 percent                                          **



• The average American is inside a building
  87% of the time.
• US spends $400B per year to heat & power
  buildings – more than Medicare.

*Reinventing Fire: Bold Business Solutions for the New Energy Era, A. Lovins, 2012.
**US EPA Energy Star Program: ―Useful Facts & Figures‖, June 1, 2007.
Big Data is here already ...*
 • A UK retailer collects 1.5B attributes every
   month to adjust prices & promotions.
 • 30% of Amazon’s online sales come from its
   recommendation engine.
 • In 15 of 17 sectors cos. >1K employees store
   235 terabytes — more than the Library of
   Congress.
 • Global personal location data = $100B
   revenue for service providers.
*‖Building with big data‖, The Economist, May 1, 2012 & *IDC; US Bureau of Labor Statistics; McKinsey Global Institute analysis.
US companies have ~100 terabytes of data                                                                 *



                                                                            Stored Petabytes 2009
Discrete manufacturing                                                                        966
Government                                                                                  848
Communications and media                                                                  715
Process manufacturing                                                                     694
Banking                                                                                 619
Health care providers                                                             434
Securities and investment services                                               429
Professional services                                                           411
Retail                                                                        364
Education                                                                   269
Insurance                                                                   243
Transportation                                                            227
Wholesale
Utilities
                                                                        202
                                                                      194
                                                                                        Fraction all available
Resource industries                                            116                      energy data.
Consumer & recreational services                             106
Construction                                                51
 *IDC; US Bureau of Labor Statistics; McKinsey Global Institute Analysis.
Big Data = Real-time data drives real-time
demand management.



                                    Avoided
                                    Costs




                 T
Big Data = Participation in all buying &
selling markets.




                                      Real-Time
                                      Day-Ahead



                                Day
    Day




                           RT
          RT




               Day-Ahead

                    T
Big Data = Real-time power quality
management.




     ID/predict problems & recommend
                   actions

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Big Data Energy Management for Big Buildings

  • 1. Big Buildings, Big Data BuidlingsNY Javits Center, New York, New York May 3, 1:30 PM to 2:30 PM
  • 2. We shape our buildings (data) and afterwards, our buildings (data) shape us. Winston Churchill
  • 3. Some facts* … • Buildings consume 72% of US electricity. • Portion of energy in buildings used inefficiently or unnecessarily: 30 percent ** • The average American is inside a building 87% of the time. • US spends $400B per year to heat & power buildings – more than Medicare. *Reinventing Fire: Bold Business Solutions for the New Energy Era, A. Lovins, 2012. **US EPA Energy Star Program: ―Useful Facts & Figures‖, June 1, 2007.
  • 4. Big Data is here already ...* • A UK retailer collects 1.5B attributes every month to adjust prices & promotions. • 30% of Amazon’s online sales come from its recommendation engine. • In 15 of 17 sectors cos. >1K employees store 235 terabytes — more than the Library of Congress. • Global personal location data = $100B revenue for service providers. *‖Building with big data‖, The Economist, May 1, 2012 & *IDC; US Bureau of Labor Statistics; McKinsey Global Institute analysis.
  • 5. US companies have ~100 terabytes of data * Stored Petabytes 2009 Discrete manufacturing 966 Government 848 Communications and media 715 Process manufacturing 694 Banking 619 Health care providers 434 Securities and investment services 429 Professional services 411 Retail 364 Education 269 Insurance 243 Transportation 227 Wholesale Utilities 202 194 Fraction all available Resource industries 116 energy data. Consumer & recreational services 106 Construction 51 *IDC; US Bureau of Labor Statistics; McKinsey Global Institute Analysis.
  • 6. Big Data = Real-time data drives real-time demand management. Avoided Costs T
  • 7. Big Data = Participation in all buying & selling markets. Real-Time Day-Ahead Day Day RT RT Day-Ahead T
  • 8. Big Data = Real-time power quality management. ID/predict problems & recommend actions