Fast time scale prediction of the baseline power consumption of the building.
Optimally choose the best DR strategy from a set of pre-determined strategies during a DR event.
Reccommendations of optimal control actions to be taken to meet the required DR curtailment based on building operation and weather forecasts
DR-Advisor does not require you to invest in retrofitting the building with 100s of sesnors. All we require is the building's location and historical power consumption.
Our regression trees based methods are very easy to understand and highly interpretable offering a completley human centric solution.
Our data-driven models provide insight about how the building is consuming power and can classify irregular building operation.
The performance of DR-Advisor was evaluated using data from a large 12 story office building. The building consists of 73 zones with a total area of 500,000 sq ft. There are 2,397 people in the building during peak occupancy.
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