Baseline Energy Calculator The Baseline Energy Calculator is part of the Scout web app. It allows users to explore the Scout baseline data. Based on user selections, the calculator yields total baseline U.S. en
The grid penetration of distributed energy resources (DER), which are intermittent and uncontrolled such as solar PV, wind, electrical energy storage (EES), and electric vehicles (EV) is increasing. This is producing electricity grid congestion, especially in the low and medium voltage distribution...
comprising hourly electrical energy demand profiles for U.S. households. 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), refrigeratio...
Efficiencies of DHW system Generation 61 % 31%/69% Factory/ Loose jacket insulated tanks, 7% electrical immersion used in summer [88]. Distribution 48 % [88] ¤ No time or thermostatic control of room temperature, programmer with no room thermostat, room thermostat only or programmer + room ...
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 ...