174 search results - page 3 / 35 » Neural network ensembles for time series forecasting |
ICIC
2009
Springer
13 years 12 months ago
2009
Springer
In this paper, we present an application of neural networks in the renewable energy domain. We have developed a methodology for the daily prediction of global solar radiation on a ...
TNN
2008
13 years 5 months ago
2008
Abstract--Despite its great importance, there has been no general consensus on how to model the trends in time
IWANN
1999
Springer
13 years 9 months ago
1999
Springer
A crucial problem in non-linear time series forecasting is to determine its auto-regressive order, in particular when the prediction method is non-linear. We show in this paper tha...
AUSAI
2006
Springer
13 years 9 months ago
2006
Springer
A novel type of higher order pipelined neural network, the polynomial pipelined neural network, is presented. The network is constructed from a number of higher order neural networ...
JACIII
2010
13 years 3 months ago
2010
—This paper presents the applicability of artificial neural networks for 24 hour ahead solar power generation forecasting of a 20 kW photovoltaic system, the developed forecastin...