A point prediction method based automatic machine learning for day-ahead power output of multi-region photovoltaic plants

Intra-day solar probabilistic forecasts includinglocal short-term variability and satellite information

(2020) R. Alonso-Suárez et al.   RENEWABLE ENERGY

State-of-the-art power electronics systems for solar-to-grid integration

(2020) Venkata R. Vakacharla et al.   SOLAR ENERGY

Optimal load dispatch of community microgrid with deep learning based solar power and load forecasting

(2019) Lulu Wen et al.   ENERGY

Artificial neural network forecast of monthly mean daily global solar radiation of selected locations based on time series and month number

(2019) Chigbogu Godwin Ozoegwu   JOURNAL OF CLEANER PRODUCTION

A data-driven method for pipeline scheduling optimization

(2019) Qi Liao et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

A hybrid spatio-temporal forecasting of solar generating resources for grid integration

(2019) SeungBeom Nam et al.   ENERGY

Day-ahead power forecasting in a large-scale photovoltaic plant based on weather classification using LSTM

(2019) Mingming Gao et al.   ENERGY

Day-ahead spatiotemporal solar irradiation forecasting using frequency-based hybrid principal component analysis and neural network

(2019) Hai Lan et al.   APPLIED ENERGY

A Hybrid Intelligent System to forecast solar energy production

(2019) Nuño Basurto et al.   COMPUTERS & ELECTRICAL 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

Short-term solar power forecast with deep learning: Exploring optimal input and output configuration

(2019) Yuchi Sun et al.   SOLAR ENERGY

Ensemble spatiotemporal forecasting of solar irradiation using variational Bayesian convolutional gate recurrent unit network

(2019) Yongqi Liu et al.   APPLIED ENERGY

Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms

(2019) Sujan Ghimire et al.   APPLIED ENERGY

Random forest solar power forecast based on classification optimization

(2019) Da Liu et al.   ENERGY

Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation

(2019) Kilian Bakker et al.   SOLAR ENERGY

Comparisons of next-day solar forecasting for Singapore using 3DVAR and 4DVAR data assimilation approaches with the WRF model

(2019) Robert Huva et al.   RENEWABLE ENERGY

Image phase shift invariance based cloud motion displacement vector calculation method for ultra-short-term solar PV power forecasting

(2018) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Solar photovoltaic generation forecasting methods: A review

(2018) Sobrina Sobri et al.   ENERGY CONVERSION AND MANAGEMENT

A Novel Adaptive Neural Network Constrained Control for a Multi-Area Interconnected Power System With Hybrid Energy Storage

(2018) Dezhi Xu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A new solar power output prediction based on hybrid forecast engine and decomposition model

(2018) Weijiang Zhang et al.   ISA TRANSACTIONS

Short-term solar power forecasting considering cloud coverage and ambient temperature variation effects

(2018) Foad H. Gandoman et al.   RENEWABLE ENERGY

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

(2018) Abinet Tesfaye Eseye et al.   RENEWABLE ENERGY

Solar output power forecast using an ensemble framework with neural predictors and Bayesian adaptive combination

(2018) Muhammad Qamar Raza et al.   SOLAR ENERGY

A current perspective on the accuracy of incoming solar energy forecasting

(2018) Robert Blaga et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

An improved PSO method for optimal design of subsea oil pipelines

(2017) Haoran Zhang et al.   OCEAN ENGINEERING

Multi-site solar power forecasting using gradient boosted regression trees

(2017) Caroline Persson et al.   SOLAR ENERGY

Univariate and multivariate methods for very short-term solar photovoltaic power forecasting

(2016) Mashud Rana et al.   ENERGY CONVERSION AND MANAGEMENT

Solar power output forecasting using evolutionary seasonal decomposition least-square support vector regression

(2016) Kuo-Ping Lin et al.   JOURNAL OF CLEANER PRODUCTION

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

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

Day-ahead resource forecasting for concentrated solar power integration

(2016) Lukas Nonnenmacher et al.   RENEWABLE ENERGY

Solar irradiance feature extraction and support vector machines based weather status pattern recognition model for short-term photovoltaic power forecasting

(2015) Fei Wang et al.   ENERGY AND BUILDINGS

2D-interval forecasts for solar power production

(2015) Mashud Rana et al.   SOLAR ENERGY