Ultra-short-term multi-step probability interval prediction of photovoltaic power: A framework with time-series-segment feature analysis

A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework

Fei Wang, Zhiming Xuan, Zhao Zhen et al. · Energy Conversion and Management · 2020 · 603 citations

Forecasting Methodology, Time Correlation Modification, Day-ahead Pv Power +9

Review on probabilistic forecasting of photovoltaic power production and electricity consumption

Dennis van der Meer, Joakim Widén, Joakim Munkhammar · Renewable and Sustainable Energy Reviews · 2017 · 425 citations

Electrical Engineering, Probabilistic Forecasting, Engineering +14

Short-term photovoltaic solar power forecasting using a hybrid Wavelet-PSO-SVM model based on SCADA and Meteorological information

Abinet Tesfaye Eseye, Jianhua Zhang, Dehua Zheng · Renewable Energy · 2017 · 420 citations

Electrical Engineering, Engineering, Smart Grid +10

Time series forecasting of solar power generation for large-scale photovoltaic plants

Hussein Sharadga, Shima Hajimirza, Robert S. Balog · Renewable Energy · 2019 · 409 citations

Electrical Engineering, Engineering, Data Science +12

Short-term global horizontal irradiance forecasting based on a hybrid CNN-LSTM model with spatiotemporal correlations

Haixiang Zang, Ling Liu, Li Sun et al. · Renewable Energy · 2020 · 371 citations

Hybrid Cnn-lstm Model, Spatiotemporal Correlations, Engineering +5