A review of very short-term wind and solar power forecasting

Very Short-term Forecasting of Wind Power Generation using Hybrid Deep Learning Model

(2021) Md Alamgir Hossain et al.   JOURNAL OF CLEANER PRODUCTION

A composite framework coupling multiple feature selection, compound prediction models and novel hybrid swarm optimizer-based synchronization optimization strategy for multi-step ahead short-term wind speed forecasting

(2020) Wenlong Fu 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

Evaluation of wind power forecasts—An up‐to‐date view

(2020) Jakob W. Messner et al.   WIND ENERGY

European multidecadal solar variability badly captured in all centennial reanalyses except CERA20C

(2020) Jan Wohland et al.   Environmental Research Letters

A comprehensive review of hybrid models for solar radiation forecasting

(2020) Mawloud Guermoui et al.   JOURNAL OF CLEANER PRODUCTION

Benchmark probabilistic solar forecasts: Characteristics and recommendations

(2020) Kate Doubleday et al.   SOLAR ENERGY

Missing data in wind farm time series: Properties and effect on forecasts

(2020) Rosemary Tawn et al.   ELECTRIC POWER SYSTEMS RESEARCH

Towards Data Markets in Renewable Energy Forecasting

(2020) Carla Goncalves et al.   IEEE Transactions on Sustainable Energy

Repeated wavelet transform based ARIMA model for very short-term wind speed forecasting

(2019) Aasim et al.   RENEWABLE ENERGY

Minute-Scale Forecasting of Wind Power—Results from the Collaborative Workshop of IEA Wind Task 32 and 36

(2019) Ines Würth et al.   Energies

A novel hybrid model for short-term wind power forecasting

(2019) Pei Du et al.   APPLIED SOFT COMPUTING

Long Short-Term Memory Network based on Neighborhood Gates for processing complex causality in wind speed prediction

(2019) Zhendong Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Uncertainty-aware Forecast Interval for Hourly PV Power Output

(2019) HyunYong Lee et al.   IET Renewable Power Generation

Intra-hour cloud index forecasting with data assimilation

(2019) Travis M. Harty et al.   SOLAR ENERGY

Wind speed prediction method using Shared Weight Long Short-Term Memory Network and Gaussian Process Regression

(2019) Zhendong Zhang et al.   APPLIED ENERGY

A combined forecasting model for time series: Application to short-term wind speed forecasting

(2019) Zhenkun Liu et al.   APPLIED ENERGY

Short-term Wind Power Forecasting Based on Two-stage Attention Mechanism

(2019) Xiangwen Wang et al.   IET Renewable Power Generation

Impact of atmospheric aerosols on solar power

(2019) Ina Neher et al.   METEOROLOGISCHE ZEITSCHRIFT

Hourly 4D‐Var in the Met Office UKV operational forecast model

(2019) Marco Milan et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Very short-term wind power density forecasting through artificial neural networks for microgrid control

(2019) Fermín Rodríguez et al.   RENEWABLE ENERGY

Sub-hourly forecasting of wind speed and wind energy

(2019) Aurore Dupré et al.   RENEWABLE ENERGY

Verification of solar irradiance probabilistic forecasts

(2019) Philippe Lauret et al.   SOLAR ENERGY

A Novel Approach for Seamless Probabilistic Photovoltaic Power Forecasting Covering Multiple Time Frames

(2019) Thomas Carriere et al.   IEEE Transactions on Smart Grid

Leveraging Turbine-Level Data for Improved Probabilistic Wind Power Forecasting

(2019) Ciaran Gilbert et al.   IEEE Transactions on Sustainable Energy

A hybrid model based on synchronous optimisation for multi-step short-term wind speed forecasting

(2018) Chaoshun Li et al.   APPLIED ENERGY

Building the Sun4Cast System: Improvements in Solar Power Forecasting

(2018) Sue Ellen Haupt et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

A New Hybrid Prediction Method of Ultra-Short-Term Wind Power Forecasting Based on EEMD-PE and LSSVM Optimized by the GSA

(2018) Peng Lu et al.   Energies

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

(2018) Jie Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Variational mode decomposition based low rank robust kernel extreme learning machine for solar irradiation forecasting

(2018) Irani Majumder et al.   ENERGY CONVERSION AND MANAGEMENT

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

Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Short-Term Solar Power Forecasting Based on Weighted Gaussian Process Regression

(2018) Hanmin Sheng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Data-driven Short-term Solar Irradiance Forecasting Based on Information of Neighboring Sites

(2018) Chao Huang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Short-term Wind Speed Forecasting via Stacked Extreme Learning Machine With Generalized Correntropy

(2018) Xiong Luo et al.   IEEE Transactions on Industrial Informatics

A Distributed Approach for Wind Power Probabilistic Forecasting Considering Spatio-Temporal Correlation Without Direct Access to Off-Site Information

(2018) Yao Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Correlation-Constrained and Sparsity-Controlled Vector Autoregressive Model for Spatio-Temporal Wind Power Forecasting

(2018) Yongning Zhao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

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

History and trends in solar irradiance and PV power forecasting: A preliminary assessment and review using text mining

(2018) Dazhi Yang et al.   SOLAR ENERGY

Prediction bands for solar energy: New short-term time series forecasting techniques

(2018) Michel Fliess et al.   SOLAR ENERGY

Advancing from Convection-Allowing NWP to Warn-on-Forecast: Evidence of Progress

(2018) John R. Lawson et al.   WEATHER AND FORECASTING

Improved very short-term spatio-temporal wind forecasting using atmospheric regimes

(2018) J. Browell et al.   WIND ENERGY

Spatio-temporal Graph Deep Neural Network for Short-term Wind Speed Forecasting

(2018) Mahdi Khodayar et al.   IEEE Transactions on Sustainable Energy

Short-Term Spatio-Temporal Forecasting of Photovoltaic Power Production

(2018) Xwegnon Ghislain Agoua et al.   IEEE Transactions on Sustainable Energy

A Multi-model Combination Approach for Probabilistic Wind Power Forecasting

(2018) You Lin et al.   IEEE Transactions on Sustainable Energy

Short-term forecasting of solar irradiance without local telemetry: A generalized model using satellite data

(2018) Jesus Lago et al.   SOLAR ENERGY

On the Use of Dual-Doppler Radar Measurements for Very Short-Term Wind Power Forecasts

(2018) Laura Valldecabres et al.   Remote Sensing

Multi-objective algorithm for the design of prediction intervals for wind power forecasting model

(2018) Ping Jiang et al.   APPLIED MATHEMATICAL MODELLING

LSTM-EFG for wind power forecasting based on sequential correlation features

(2018) Ruiguo Yu et al.   Future Generation Computer Systems-The International Journal of eScience

Short-term wind speed forecasting using a hybrid model

(2017) Ping Jiang et al.   ENERGY

Research and application of a combined model based on multi-objective optimization for multi-step ahead wind speed forecasting

(2017) Jianzhou Wang et al.   ENERGY

A combined model based on CEEMDAN and modified flower pollination algorithm for wind speed forecasting

(2017) Wenyu Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

A combined multivariate model for wind power prediction

(2017) Tinghui Ouyang et al.   ENERGY CONVERSION AND MANAGEMENT

A compound structure of ELM based on feature selection and parameter optimization using hybrid backtracking search algorithm for wind speed forecasting

(2017) Chu Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Intelligent and robust prediction of short term wind power using genetic programming based ensemble of neural networks

(2017) Aneela Zameer et al.   ENERGY CONVERSION AND MANAGEMENT

Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting

(2017) Pei Du et al.   ENERGY CONVERSION AND MANAGEMENT

Rough Deep Neural Architecture for Short-Term Wind Speed Forecasting

(2017) Mahdi Khodayar et al.   IEEE Transactions on Industrial Informatics

Solar Irradiance Nowcasting Case Studies near Sacramento

(2017) Jared A. Lee et al.   Journal of Applied Meteorology and Climatology

The Met Office convective-scale ensemble, MOGREPS-UK

(2017) Susanna Hagelin et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Very short-term photovoltaic power forecasting with cloud modeling: A review

(2017) Florian Barbieri et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A Hybrid Method for Short-Term Wind Speed Forecasting

(2017) Jinliang Zhang et al.   Sustainability

Entropy method combined with extreme learning machine method for the short-term photovoltaic power generation forecasting

(2016) Pingzhou Tang et al.   CHAOS SOLITONS & FRACTALS

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

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

Using artificial neural networks for temporal and spatial wind speed forecasting in Iran

(2016) Younes Noorollahi et al.   ENERGY CONVERSION AND MANAGEMENT

Very Short-Term Nonparametric Probabilistic Forecasting of Renewable Energy Generation— With Application to Solar Energy

(2016) Faranak Golestaneh et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A North American Hourly Assimilation and Model Forecast Cycle: The Rapid Refresh

(2016) Stanley G. Benjamin et al.   MONTHLY WEATHER REVIEW

Review of photovoltaic power forecasting

(2016) J. Antonanzas et al.   SOLAR ENERGY

LASSO vector autoregression structures for very short-term wind power forecasting

(2016) Laura Cavalcante et al.   WIND ENERGY

Markov chain modeling for very-short-term wind power forecasting

(2015) A. Carpinone et al.   ELECTRIC POWER SYSTEMS RESEARCH

An Advanced Bayesian Method for Short-Term Probabilistic Forecasting of the Generation of Wind Power

(2015) Antonio Bracale et al.   Energies

Combined forecasting models for wind energy forecasting: A case study in China

(2015) Ling Xiao et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Atmospheric icing impact on wind turbine production

(2014) Fayçal Lamraoui et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Review on probabilistic forecasting of wind power generation

(2014) Yao Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Current status and future advances for wind speed and power forecasting

(2014) Jaesung Jung et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review of combined approaches for prediction of short-term wind speed and power

(2014) A. Tascikaraoglu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Solar irradiance forecasting using a ground-based sky imager developed at UC San Diego

(2014) Handa Yang et al.   SOLAR ENERGY

Hybrid Forecasting Model for Very-Short Term Wind Power Forecasting Based on Grey Relational Analysis and Wind Speed Distribution Features

(2014) Jie Shi et al.   IEEE Transactions on Smart Grid

Solar forecasting methods for renewable energy integration

(2013) Rich H. Inman et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Wind Energy: Forecasting Challenges for Its Operational Management

(2013) Pierre Pinson   STATISTICAL SCIENCE

Current methods and advances in forecasting of wind power generation

(2011) Aoife M. Foley et al.   RENEWABLE ENERGY