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Applied Energy2024引用: 228
Short term load forecasting based on ARIMA and ANN approaches论文
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State-of-the-art review on energy and load forecasting in microgrids using artificial neural networks, machine learning, and deep learning techniques论文
Electric Power Systems Research2023引用: 265
Short-term electric load forecasting using an EMD-BI-LSTM approach for smart grid energy management system论文
Energy and Buildings2023引用: 270
COA-CNN-LSTM: Coati optimization algorithm-based hybrid deep learning model for PV/wind power forecasting in smart grid applications论文
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Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features论文
Engineering Applications of Artificial Intelligence2023引用: 342
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Forecasting Renewable Energy Generation with Machine Learning and Deep Learning: Current Advances and Future Prospects论文
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Green building practices to integrate renewable energy in the construction sector: a review论文
Environmental Chemistry Letters2023引用: 230
Solar energy status in the world: A comprehensive review论文
Energy Reports2023引用: 412
Accurate one step and multistep forecasting of very short-term PV power using LSTM-TCN model论文
Renewable Energy2023引用: 321
CNN-LSTM: An efficient hybrid deep learning architecture for predicting short-term photovoltaic power production论文
Electric Power Systems Research2022引用: 377
Recent Advances in Machine Learning Research for Nanofluid-Based Heat Transfer in Renewable Energy System论文
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Comparison of machine learning methods for photovoltaic power forecasting based on numerical weather prediction论文
Renewable and Sustainable Energy Reviews2022引用: 410
Review and prospect of data-driven techniques for load forecasting in integrated energy systems论文
Applied Energy2022引用: 275
A review of solar forecasting, its dependence on atmospheric sciences and implications for grid integration: Towards carbon neutrality论文
Renewable and Sustainable Energy Reviews2022引用: 293
Review of cooling techniques used to enhance the efficiency of photovoltaic power systems论文
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A hybrid framework for forecasting power generation of multiple renewable energy sources论文
Renewable and Sustainable Energy Reviews2022引用: 231
A Transformer-Based Method of Multienergy Load Forecasting in Integrated Energy System论文
IEEE Transactions on Smart Grid2022引用: 259
Time series forecasting for hourly photovoltaic power using conditional generative adversarial network and Bi-LSTM论文
Energy2022引用: 225
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