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Cloud-Based Software Platform for Big Data Analytics in Smart Grids
Found in: Computing in Science & Engineering
By Yogesh Simmhan,Saima Aman,Alok Kumbhare,Rongyang Liu,Sam Stevens,Qunzhi Zhou,Viktor Prasanna
Issue Date:July 2013
pp. 38-47
This article focuses on a scalable software platform for the Smart Grid cyber-physical system using cloud technologies. Dynamic Demand Response (D²R) is a challenge-application to perform intelligent demand-side management and relieve peak load ...
 
Improving Energy Use Forecast for Campus Micro-grids Using Indirect Indicators
Found in: Data Mining Workshops, International Conference on
By Saima Aman,Yogesh Simmhan,Viktor K. Prasanna
Issue Date:December 2011
pp. 389-397
The rising global demand for energy is best addressed by adopting and promoting sustainable methods of power consumption. We employ an informatics approach towards forecasting the energy consumption patterns in a university campus micro-grid which can be u...
 
Toward data-driven demand-response optimization in a campus microgrid
Found in: Proceedings of the Third ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings (BuildSys '11)
By Qunzhi Zhou, Saima Aman, Sreedhar Natarajan, Viktor Prasanna, Wei Yin, Yogesh Simmhan
Issue Date:November 2011
pp. 41-42
We describe and demonstrate a prototype software architecture to support data-driven demand response optimization (DR) in the USC campus microgrid, as part of the Los Angeles Smart Grid Demonstration Project. The architecture includes a semantic informatio...
     
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