Daily Photovoltaic Power Generation Forecasting Model Based on Random Forest Algorithm for North China in Winter

A Two-Step Approach to Solar Power Generation Prediction Based on Weather Data Using Machine Learning

(2019) Seul-Gi Kim et al.   Sustainability

Novel stochastic methods to predict short-term solar radiation and photovoltaic power

(2019) Jin Dong et al.   RENEWABLE ENERGY

New margin-based subsampling iterative technique in modified random forests for classification

(2019) Wei Feng et al.   KNOWLEDGE-BASED SYSTEMS

Short‐term photovoltaic power dynamic weighted combination forecasting based on least squares method

(2019) Mao Yang et al.   IEEJ Transactions on Electrical and Electronic Engineering

A SARIMA-RVFL hybrid model assisted by wavelet decomposition for very short-term solar PV power generation forecast

(2019) Vishal Kushwaha et al.   RENEWABLE ENERGY

Irradiance Field Reconstruction From Partial Observability of Solar Radiation

(2019) Jonatan Ostrometzky et al.   IEEE Geoscience and Remote Sensing Letters

Short-term forecasting of solar irradiance

(2019) Marius Paulescu et al.   RENEWABLE ENERGY

Compatibility of diesel engine materials with biodiesel fuel

(2019) Davannendran Chandran   RENEWABLE ENERGY

A random forest approach for predicting coal spontaneous combustion

(2018) Changkui Lei et al.   FUEL

Predicted impact of thermal power generation emission control measures in the Beijing-Tianjin-Hebei region on air pollution over Beijing, China

(2018) Liqiang Wang et al.   Scientific Reports

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

(2018) Muhammad Waseem Ahmad et al.   ENERGY

Day-ahead forecasting of solar power output from photovoltaic plants in the American Southwest

(2016) David P. Larson et al.   RENEWABLE ENERGY

An analytical comparison of four approaches to modelling the daily variability of solar irradiance using meteorological records

(2014) Jing Huang et al.   RENEWABLE ENERGY

A benchmark of statistical regression methods for short-term forecasting of photovoltaic electricity production, part I: Deterministic forecast of hourly production

(2014) M. Zamo et al.   SOLAR ENERGY

A small-sample hybrid model for forecasting energy-related CO 2 emissions

(2013) Ming Meng et al.   ENERGY

Winter cloudiness variability over Northern Eurasia related to the Siberian High during 1966–2010

(2013) Alexander Chernokulsky et al.   Environmental Research Letters

Modeling the variability of solar radiation data among weather stations by means of principal components analysis

(2011) Manuel Zarzo et al.   APPLIED ENERGY

Intraseasonal Predictability of Siberian High and East Asian Winter Monsoon and Its Interdecadal Variability

(2011) Chih-Pei Chang et al.   JOURNAL OF CLIMATE

A random forest approach to the detection of epistatic interactions in case-control studies

(2009) Rui Jiang et al.   BMC BIOINFORMATICS