PV-Net: An innovative deep learning approach for efficient forecasting of short-term photovoltaic energy production

Probabilistic solar power forecasting based on weather scenario generation

(2020) Mucun Sun et al.   APPLIED ENERGY

Spatial projections of solar PV installations at subnational level: Accuracy testing of regression models

(2020) Jonas Müller et al.   APPLIED ENERGY

Optimization of photovoltaic battery swapping station based on weather/traffic forecasts and speed variable charging

(2020) Jiawei Feng et al.   APPLIED ENERGY

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

(2020) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization

(2020) R. Ahmed et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing

(2020) Spyros Theocharides et al.   APPLIED ENERGY

A review of energy storage technologies for large scale photovoltaic power plants

(2020) Eduard Bullich-Massagué et al.   APPLIED ENERGY

Improved quantile convolutional neural network with two-stage training for daily-ahead probabilistic forecasting of photovoltaic power

(2020) Qian Huang et al.   ENERGY CONVERSION AND MANAGEMENT

A minutely solar irradiance forecasting method based on real-time sky image-irradiance mapping model

(2020) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

A novel non-iterative correction method for short-term photovoltaic power forecasting

(2020) Wansi Yin et al.   RENEWABLE ENERGY

Short-term energy use prediction of solar-assisted water heating system: Application case of combined attention-based LSTM and time-series decomposition

(2020) Amirreza Heidari et al.   SOLAR ENERGY

SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods

(2020) Jonathan Roth et al.   APPLIED ENERGY

Persistent, single-polarity energy harvesting from ambient thermal fluctuations using a thermal resonance device with thermal diodes

(2020) Ge Zhang et al.   APPLIED ENERGY

Integrated planning of internet data centers and battery energy storage systems in smart grids

(2020) Caishan Guo et al.   APPLIED ENERGY

Design optimization of large-scale attached cultivation of Ettlia sp. to maximize biomass production based on simulation of solar irradiation

(2020) Sungwhan Kim et al.   APPLIED ENERGY

Photovoltaic power forecasting based on a support vector machine with improved ant colony optimization

(2020) Mingzhang Pan et al.   JOURNAL OF CLEANER PRODUCTION

Design of experiments using artificial neural network ensemble for photovoltaic generation forecasting

(2020) M.O. Moreira et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-Term Forecasting of Photovoltaic Solar Power Production Using Variational Auto-Encoder Driven Deep Learning Approach

(2020) Abdelkader Dairi et al.   Applied Sciences-Basel

Mid-to-long term wind and photovoltaic power generation prediction based on copula function and long short term memory network

(2019) Shuang Han et al.   APPLIED ENERGY

Prediction of diffuse horizontal irradiance using a new climate zone model

(2019) Edgar F.M. Abreu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A comparison of day-ahead photovoltaic power forecasting models based on deep learning neural network

(2019) Kejun Wang et al.   APPLIED ENERGY

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

(2019) Yongqi Liu et al.   APPLIED ENERGY

A hybrid deep learning model for short-term PV power forecasting

(2019) Pengtao Li et al.   APPLIED ENERGY

An adaptive hybrid model for day-ahead photovoltaic output power prediction

(2019) Jinliang Zhang et al.   JOURNAL OF CLEANER PRODUCTION

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

(2019) Hussein Sharadga et al.   RENEWABLE ENERGY

Resolution of the cloud enhancement problem for one-minute diffuse radiation prediction

(2018) Allan R. Starke et al.   RENEWABLE ENERGY

Minute resolution estimates of the diffuse fraction of global irradiance for southeastern Australia

(2015) N.A. Engerer   SOLAR ENERGY

Comparison of two new ARIMA-ANN and ARIMA-Kalman hybrid methods for wind speed prediction

(2012) Hui Liu et al.   APPLIED ENERGY

Modelling of diffuse solar fraction with multiple predictors

(2009) Barbara Ridley et al.   RENEWABLE ENERGY