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On variables selection in energy market forecasting

In the present paper we report a case–study regarding how to optimally select a subset of variables among a given pool and on which to base a model for the prediction of short-term solar power generation. We will conduct our study without assuming any prior knowledge on the set of variables and in particular on [...]

2020-01-07T07:27:02+01:00July 5th, 2017|Research Paper|

On the similar-day approach to energy load forecasting

Since the deregulamentation of energy markets, energy load forecasting and spot prices forecasting have become key ingredients of any energy market related operation. A consistent part of the literature concerning energy markets has been devoted to the modellization and to the consequent forecasting of short term quantities, either energy loads or spot prices. In this [...]

2017-07-05T08:20:10+02:00June 15th, 2017|Research Paper|