Sentence examples for forecasting scenarios from inspiring English sources

After solving optimal parameters of the forecasting model, forecasting scenarios and scenarios captured bands are sampled in quantity [20, 21].

This is achieved by evaluating a baseline scenario for 2012 and several forecasting scenarios for 2022 and 2050.

The results of the forecasting scenarios show important changes in water deprivation impacts due to water management choices or effects of climate change.

However, even under worst-case forecasting scenarios, using a rolling horizon optimization scheme provides a more than 50% reduction in error when compared to the original system.

Therefore, the entire procedure for modelling and generating wind power forecasting scenarios considering the temporal dependence is described as follows, and the mechanism sketch of each step is drawn in Fig. 2 for further clarification.

Section 3 then describes the theoretical model together with its empirical specification and the utilized data before estimation results are presented in section 4. In section 5, we provide different forecasting scenarios, and section 6 concludes.

Then, traffic forecast scenarios are set up.

The probabilistic wind power forecast scenarios are generated by using conditional kernel density estimation, following the procedure in [35].

The forecast method is composed of a NN probability generating technique to generate forecast scenarios and a modified genetic algorithm to optimize model parameters.

Hence, the optimal plant design becomes a function of the forecast scenarios in accordance with the illustrated Predicted Conceptual Design (PCD) method.

We exercise our model to quantify the benefit of using ensemble weather forecasts, and we predict the optimal performance of a hypothetical grid containing wind turbines by using simulated realistic weather forecast scenarios based on data.