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Significant wave height prediction through artificial intelligent mode decomposition for wave energy management
The prediction of significant wave height (SWH) is crucial for managing wave energy. While many machine learning studies have focused …
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2-D regional short-term wind speed forecast based on CNN-LSTM deep learning model
Short-term wind speed forecast is of great importance to wind farm regulation and its early warning. Previous studies mainly focused on …
PDF DOI 中科院一区 Energy Conversion and Management
Short-term wind speed predicting framework based on EEMD-GA-LSTM method under large scaled wind history
Accurate short-term wind speed prediction is of great significance for early warning and regulation of wind farms. At present, the …
PDF DOI 中科院一区 Energy Conversion and Management