Generation of ambient temperature hourly time series for some Spanish locations by artificial neural networks

In this paper, an artificial neural network (ANN) is used for the generation of ambient temperature hourly time series for some Spanish locations. The model was trained and tested with ten locations and different years of data. Results show that the proposed artificial neural network provides a better approach than other methods. The aim of this paper is to provide a complete description of this ANN so that, it can be used by anyone avoiding all the design, training and testing process again.

► The aim of the paper is to generate ambient temperature hourly time series using ANN. ► A complete description of the ANN is provided, so that it can be used by anyone. ► The proposed ANN was compared with others methods for some Spanish locations. ► Results show that this ANN-based method provides better results than other methods.