Concepedia

Hybrid intelligent deep learning model for solar radiation forecasting using optimal variational mode decomposition and evolutionary deep belief network - Online sequential extreme learning machine

Yiman Li, Zhi-zhen Song, Yongyan Fu, Muhammad Shahzad Nazir, Chu Zhang

Journal of Building Engineering · 2023 · 24 citations · 44 references

Concepts

ComputingComputer ScienceMeteorologyForecastingMachine LearningWeather ForecastingDeep LearningExtreme WeatherHydrometeorological ForecastingSolar RadiationTime Series ForecastingDeep Belief NetworksDeep Learning For ForecastingHybrid Forecasting ModelsSolar Irradiance ForecastingSolar Radiation Forecasting

References

44

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee‐Kheong Siew · Neurocomputing · 2006 · 13.2K citations

Computing, Computer Science, Artificial Intelligence +9

One or Two Frequencies? The Empirical Mode Decomposition Answers

Gabriel Rilling, Patrick Flandrin · IEEE Transactions on Signal Processing · 2008 · 622 citations · Full text

Engineering, Electrical Engineering, Computational Acoustics +9

Prediction of solar energy guided by pearson correlation using machine learning

Imane Jebli, Fatima-Zahra Belouadha, Mohammed Issam Kabbaj et al. · Energy · 2021 · 544 citations

Computing, Computer Science, Data Science +16

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 · 316 citations

Natural Sciences, Data Science, Meteorology +17