An ensemble method to forecast 24-h ahead solar irradiance using wavelet decomposition and BiLSTM deep learning network.
Pardeep SinglaManoj DuhanSumit SarohaPublished in: Earth Sci. Informatics (2022)
Keyphrases
- deep learning
- wavelet decomposition
- ensemble methods
- multiresolution
- wavelet transform
- multiscale
- prediction accuracy
- wavelet domain
- subband
- decision trees
- sar images
- benchmark datasets
- machine learning methods
- wavelet coefficients
- feature vectors
- machine learning
- high frequency
- feature space
- data mining
- unsupervised learning
- feature extraction
- human visual system
- information extraction
- pattern recognition
- image segmentation
- mental models
- high dimensional
- weakly supervised