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Also, in terms of the sensor performance with different working principles, an acceptable or good reading (such as a recommended RMSE or R2 values or range) should be set for calibration and data drift in future research based on the horizontal sensor tests or provided by the manufacturers. So...
Load information from each device can be used by electricity companies, smart building controllers, home appliance manufacturers, and individual energy consumers to increase the energy efficiency [27]. In NILM, appliance features are mathematically characterized, and a data collection system is required ...
For the simulation, harmful SOC is set according to manufacturers’ regulations, who advise not to recharge batteries over 98.5% since it could overheat them. Only Scenario 9 breaches this harmful threshold. In April and May, SOC failed to keep under the 98.5% barrier, reaching 99%. This ...
This phase is carried out to have a generalized perception of the energy supply and the demand by sensors from different energy manufacturers, being also responsible for a precise control by the actuators [76]. Therefore, in the Data Acquisition phase, two main entities collaborate. One is ...
Manufacturers’ data sheets played a significant role in developing a credible schedule for the baseline building. There were no energy-efficient light fixtures. Table 4, Table 5, Table 6, Table 7 and Table 8 presents the summarized findings of the energy audit. Table 4, Table 5, Table 6,...