Optimized interface to information-centric end applications.
Blueprint for new energy efficient electrical infrastructures in smart buildings. Optimized interface to information-centric end applications.

Energy management systems at the building and community levels.
Method for assessing smart buildings using lifecycle performance design. Energy management systems at the building and community levels.

Software methods for analyzing large volumes of streaming data and predicting system state.
Mathematical models and algorithms for real-time prediction and control of the smart grid.

Two-phase supply-demand matching mechanism for local markets of energy and capacity reserve.
Models for assessing the potential for ancillary service provision from aggregators of distributed resources.

Dashboard to visualize emergent system behavior dependent on technology developments and actor choices.
Tool that assesses dependencies between smart grid technology innovation and institutional innovation.