Results
Electric Power Sector
Algorithm Requirements
Demand Flexibility
Dynamic Response
Fairness
Privacy
Scalability
Non-intrusiveness



Demand Flexibility
Scalability
Privacy
Non-intrusiveness
Proto Amorphous Cooperative Energy Management (PACEM)
The Colored Power Algorithm
Questions?
What Next?
Vinayak V. Ranade and Dr. Jacob Beal
SASO 2010
A highly-scalable system for smart power grids that enables efficient demand shaping for small-user networks.
Better Feedback Control
Large Diameter Networks
Incentive Integration
Prototypes

Prof. Hal Abelson
Prof Dennis Freeman
MIT Energy Initiative
Acknowledgements
Matching Demand and Supply of Electricity
Environment
Economics
Karachi, Pakistan
source: chowrangi.com
source: jcwinnie.biz
Proto Amorphous Cooperative Energy Management (PACEM)
Latency in Response 
- Variance
- Timed out devices
Network delay
Dynamic Response