Concepedia

Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network coupled with wavelet transform

Meysam Alizamir, Jalal Shiri, Ahmad Fakheri Fard, Sungwon Kim, Alireza Docheshmeh Gorgij, Salim Heddam, Vijay P. Singh

Engineering Applications of Artificial Intelligence · 2023 · 96 citations · 49 references

Concepts

EngineeringMachine LearningData ScienceLong Short-term MemoryWavelet TransformClimate ForecastingClimate ModelingClimatic DataSolar Radiation ManagementForecastingDeep LearningEnergy PredictionRecurrent Neural NetworkEarth Science

References

49

Summarizing multiple aspects of model performance in a single diagram

Karl E. Taylor · Journal of Geophysical Research Atmospheres · 2001 · 8.4K citations

Engineering, Pattern Correspondence, Spatial Uncertainty +23

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8K citations · Full text

Engineering, Multivariate Analysis, Data Science +15

Decomposition of Hardy Functions into Square Integrable Wavelets of Constant Shape

J. Morlet · SIAM Journal on Mathematical Analysis · 1984 · 3.5K citations

Spectral Theory, Hardy Functions, Engineering +14

Optimizing connection weights in neural networks using the whale optimization algorithm

Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili · Soft Computing · 2016 · 738 citations

Evolving Neural Network, Engineering, Machine Learning +10

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

Peng Tian, Chu Zhang, Jianzhong Zhou et al. · Energy · 2021 · 310 citations

Electrical Engineering, Integrated Framework, Engineering +8