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Hence, the objective of this study is to develop an integrated fuzzy time series forecasting system in which the forecasted value will be a trapezoidal fuzzy number instead of a single-point value.
Then, if the forecasted value is above the threshold in absolute value, we enter the market.
Gas and electric loads at each period are assumed to conform to a normal distribution, taking the forecasted value as its mean and 2% of the forecasted value as its standard deviation.
In addition, the wind speed at each time interval is usually assumed to comply with a normal distribution [26], taking the forecasted value as its mean and 5% of the forecasted value as its standard deviation.
where P RES and ( {P}_{RES}^F ) are the real value and the forecasted value of the output respectively.
By comparing the simulated interval against the forecasted value planned by short-term mine planning block model 96% of situations included the real values.
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The performance of the statistical scenarios forecasting model is evaluated by comparing the forecasted values with actual ones of ramp event characteristics.
The model developed includes FANNs that take into account the previous temporal values of the most important variables for obtaining the condenser performance, in order to forecast the next temporal value, as well as FANNs that relate the forecasted values with the corresponding condenser performance values Q̇, U and FC.
Stage III - (Combination): Here, the forecasted values of previous two stages are combined to generate the final combined forecast.
The forecasted values of PWV are evaluated with original PWV values.
Third, the forecasted values for life expectancy at birth vary considerably between the models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com