Short-term interval prediction strategy of photovoltaic power based on meteorological reconstruction with spatiotemporal correlation and multi-factor interval constraints

COA-CNN-LSTM: Coati optimization algorithm-based hybrid deep learning model for PV/wind power forecasting in smart grid applications

Mohamad Abou Houran, Syed Muhammad Salman Bukhari, Muhammad Hamza Zafar et al. · Applied Energy · 2023 · 368 citations

Computing, Computer Science, Data Science +14

An improved moth-flame optimization algorithm for support vector machine prediction of photovoltaic power generation

Guo-Qian Lin, Lingling Li, Ming‐Lang Tseng et al. · Journal of Cleaner Production · 2020 · 184 citations

Computing, Computational Engineering, Mathematics +16

Short-term power prediction for photovoltaic power plants using a hybrid improved Kmeans-GRA-Elman model based on multivariate meteorological factors and historical power datasets

Peijie Lin, Zhouning Peng, Yunfeng Lai et al. · Energy Conversion and Management · 2018 · 166 citations

Natural Sciences, Environmental Sciences, Meteorology +17

Hybrid wind speed forecasting using ICEEMDAN and transformer model with novel loss function

Bala Saibabu Bommidi, Kiran Teeparthi, Vishalteja Kosana · Energy · 2022 · 155 citations

Natural Sciences, Meteorology, Forecasting +12

Hybrid forecasting method for wind power integrating spatial correlation and corrected numerical weather prediction

Shuai Hu, Yue Xiang, Hongcai Zhang et al. · Applied Energy · 2021 · 132 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17