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In the first stage, a desired level for peak shaving and duration for V2G service are determined off-line based on forecasted loading profile and PEV mobility model.
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In particular, the Virtual Budget leverages price forecasts to modify the initial forecasted load demand via smart scheduling algorithms.
The proposed TEP aims at finding the optimal transmission routes, at least capital investment costs, to meet the forecasted load.
Considering the forecasted load curves provided by short term operation planning studies, an optimization problem is formulated to determine how many and which generating units should be dispatched in each hour and at which power plant so as to meet load, operational and energy target constraints.
where P load (t) denotes the forecasted load demands at time t.
Open image in new window Fig. 4 Total forecasted load value of this region in each regulation period on July 30th , 2013
Open image in new window Fig. 3 Actual vs. forecasted load in a summer week of 2016 (ISONE).
Considering the forecasted load and expected renewable outputs, EMS issues the dispatch order to thermal generators to meet the net load subtracted by the renewable output from the originally forecasted load.
Since the scale of MG is usually small and the length of distribution line is short, the potential network loss could be incorporated into forecasted load demand.
This is close to the lowest possible MAPE we can get, because most anomalies are replaced with the forecasted loads with few normal observations being recognized as anomalies.
Appendix of Tables A1 and A2 respectively display the forecasted load values of each public building's CAC system in the morning and evening PLSP of this day.
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