Photovoltaic generation power prediction research based on high quality context ontology and gated recurrent neural network

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Investigating the impact of data normalization on classification performance

Dalwinder Singh, Birmohan Singh · Applied Soft Computing · 2019 · 1.6K citations

Data Classification, Classification Method, Engineering +10

Tree-based ensemble methods for predicting PV power generation and their comparison with support vector regression

Muhammad Waseem Ahmad, Monjur Mourshed, Yacine Rezgui · Energy · 2018 · 283 citations · Full text

Forecasting Methodology, Engineering, Probabilistic Forecasting +18

A novel hybrid model for short-term wind power forecasting

Pei Du, Jianzhou Wang, Wendong Yang et al. · Applied Soft Computing · 2019 · 265 citations

Engineering, Novel Hybrid Model, Smart Grid +5

Photovoltaic power forecasting using statistical methods: impact of weather data

Maria Grazia De Giorgi, Paolo Maria Congedo, Maria Malvoni · IET Science Measurement & Technology · 2014 · 262 citations · Full text

Engineering, Photovoltaic System, Photovoltaic Power Station +19