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Also, the larger the management portfolio the lower the costs of balancing energy will be, because larger portfolios are associated with higher forecast accuracy [6].
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Users of Version 1, in about half the cases, selected poor models with high forecast error.
The figure shows that recent large earthquakes in Japan usually occur in regions with high forecast rate.
According to the simulation example of measured data in an office building, it is proved that the proposed prediction method with high forecast accuracy can select similar days with a high degree of similarity under non-catastrophic weather conditions, and offer promise for wider engineering application.
This approach combines the advantages of the square root loss function and nonconvex penalty to obtain an interpretable model with high forecasting accuracy.
As for the third age group (15 18 years for the Demirjian method and 16 19 years for the Nolla method), although both methods lost considerable predictive capacity in relation to the previous age-groups, the forecasting gains were greater using the Demirjian method, with a 4.9% higher forecast (RDemirjian = .105 - RNolla = .056) compared to the Nolla method.
FNN and RBF network were trained with particle swarm optimization (PSO) for higher forecast accuracy.
Compared with GA and PCA, MGA improves the quality and efficiency of feature selection, with less selected features to get higher forecast accuracy.
Results show that in a competitive market setting compensation payments for flexible power consumption are higher when dealing with higher wind forecast error levels.
The five countries with the highest forecast increases in unemployment are all users of the euro.
Union Carbide was expected to earn 46 cents a share on average by analysts surveyed by First Call/Thomson Financial, with a high forecast of 60 cents.
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