Code implementation of a multi-channel short-term solar irradiance prediction model(MC-WT-CBiLSTM):
The program consists of several parts:
1.Data: sample data with three time intervals
2.Main.py:Multi channel GHI prediction program, including multiple multi-channel model code implementation
3.Evalaute_data:Include various evaluation index functions for evaluating model performance
4.NewSWT.py:Wavelet transform support function packet.
5.ScatterPlot.py:Drawing procedure of rectangular coordinate distribution diagram including prediction results
Operating environment:
Numpy, pandas, Matplotlib, etc.
Keras:2.3.1
Tensorflow:1.15.0
Sklearn:0.21.3
Python:3.6
Pyhht:0.1.0 Main.py contains a variety of models. The machine learning comparison model code has not been uploaded, and other deep learning comparison models can be changed slightly in main