Based on user selections, the calculator yields total baseline U.S. energy use and CO2 emissions for one or several energy use segments, which can help users evaluate the national impact potential for an ECM of interest. About A tool for estimating the future energy use, carbon emissions, ...
The total electrical energy use is published as a composition of eight primary end-uses in a household – heating/air-conditioning (HVAC), lighting, dishwashing, cooking, laundry (clothes washer and clothes dryer), refrigeration, hot water, and miscellaneous plug load (vacuuming, computer use, ...
electrical energy. It would seem that while the average consumer or individual has a compression of this concept when they understand that a utility scale wind turbine with huge blades makes more power than a micro wind turbine. At some juncture this logic is lost on many consumers which are ...
First, the DNNs are fine-tuned with a detailed feature analysis to predict the day-ahead hourly electrical demand and achieved a mean absolute percentage error (MAPE) of 1.365% and 1.411% on the validation and test datasets receptively. Then the predictions are used as input to a detailed ...
6. Conclusions Non-intrusive water disaggregation is a valuable approach for estimating fixture-specific water consumption, while keeping installation costs affordable, and, at the same time, the underlying complexity of processing remains manageable. We have presented a review of water disaggregation ...