In this study, a system based on machine learning algorithm is implemented to forecast the security of a standalone microgrid and based on the forecasting, schedule multiple backup diesel generators under the contingency of loss of a major generating unit.
A modified version of this profiler has been implemented to forecast TEC values over Europe as a joint effort with the CLRC Rutherford Appleton Laboratory in the United Kingdom and the Geophysical Institute, Sofia, Bulgaria.
A pharmacoeconomic model, and in particular a Markov model (MM), 6 was implemented to forecast the total expenditure trend over the next 4 years.
Then LSSVR, as a powerful forecasting tool, is implemented to predict all extracted IMFs independently.
Advanced forecasting and demand response management approaches should be implemented to cope with the intermittence of renewable generation.
Our baseline forecasts are based on the assumption that policies will be implemented to slowly decrease the spreads on Spanish and Italian bonds from their current high to a still high, but lower level in 2013.
Whilst the cohort study is being implemented to the forecast timeline, the end of the process evaluation is now forecast to be in Spring 2016.
For the area with no direct EV historical data, a system dynamics (SD) method is implemented to simulate and forecast the scale of EVs, according to main factors that impact EV scale development greatly.
This paper also elaborates on the metrics assessment which was implemented to evaluate the forecast model performances.
