Solar forecasting with hourly updated numerical weather prediction

Validation of the 5-min irradiance from the National Solar Radiation Database (NSRDB)

(2021) Dazhi Yang   Journal of Renewable and Sustainable Energy

Post-processing in solar forecasting: Ten overarching thinking tools

(2021) Dazhi Yang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

On predictability of solar irradiance

(2021) Xiaoyi Yang et al.   Journal of Renewable and Sustainable Energy

Operational solar forecasting for grid integration: Standards, challenges, and outlook

(2021) Dazhi Yang et al.   SOLAR ENERGY

Ensemble model output statistics as a probabilistic site-adaptation tool for satellite-derived and reanalysis solar irradiance

(2020) Dazhi Yang   Journal of Renewable and Sustainable Energy

Choice of clear-sky model in solar forecasting

(2020) Dazhi Yang   Journal of Renewable and Sustainable Energy

Verification of deterministic solar forecasts

(2020) Dazhi Yang et al.   SOLAR ENERGY

Extensive comparison of physical models for photovoltaic power forecasting

(2020) Martin János Mayer et al.   APPLIED ENERGY

Improving the McClear model estimating the downwelling solar radiation at ground level in cloud-free conditions – McClear‑v3

(2019) Benoit Gschwind et al.   METEOROLOGISCHE ZEITSCHRIFT

Can we gauge forecasts using satellite-derived solar irradiance?

(2019) Dazhi Yang et al.   Journal of Renewable and Sustainable Energy

Automatic hourly solar forecasting using machine learning models

(2019) Gokhan Mert Yagli et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

On post-processing day-ahead NWP forecasts using Kalman filtering

(2019) Dazhi Yang   SOLAR ENERGY

A comprehensive dataset for the accelerated development and benchmarking of solar forecasting methods

(2019) Hugo T. C. Pedro et al.   Journal of Renewable and Sustainable Energy

Standard of reference in operational day-ahead deterministic solar forecasting

(2019) Dazhi Yang   Journal of Renewable and Sustainable Energy

SolarData package update v1.1: R functions for easy access of Baseline Surface Radiation Network (BSRN)

(2019) Dazhi Yang   SOLAR ENERGY

The future of forecasting for renewable energy

(2019) Conor Sweeney et al.   Wiley Interdisciplinary Reviews-Energy and Environment

Can we justify producing univariate machine-learning forecasts with satellite-derived solar irradiance?

(2019) Gokhan Mert Yagli et al.   APPLIED ENERGY

Making reference solar forecasts with climatology, persistence, and their optimal convex combination

(2019) Dazhi Yang   SOLAR ENERGY

Forecast-Based Anticipatory Frequency Control in Power Systems

(2018) David Ganger et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Review on probabilistic forecasting of photovoltaic power production and electricity consumption

(2018) D.W. van der Meer et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Assessment of machine learning techniques for deterministic and probabilistic intra-hour solar forecasts

(2018) Hugo T.C. Pedro et al.   RENEWABLE ENERGY

Conditional summertime day-ahead solar irradiance forecast

(2018) John F. Mejia et al.   SOLAR 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

Operational photovoltaics power forecasting using seasonal time series ensemble

(2018) Dazhi Yang et al.   SOLAR ENERGY

A Solar Time-based Analog Ensemble Method for Regional Solar Power Forecasting

(2018) Xinmin Zhang et al.   IEEE Transactions on Sustainable Energy

A correct validation of the National Solar Radiation Data Base (NSRDB)

(2018) Dazhi Yang   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

SolarData: An R package for easy access of publicly available solar datasets

(2018) Dazhi Yang   SOLAR ENERGY

Forecasting with temporal hierarchies

(2017) George Athanasopoulos et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Reconciling solar forecasts: Geographical hierarchy

(2017) Dazhi Yang et al.   SOLAR ENERGY

Reconciling solar forecasts: Temporal hierarchy

(2017) Dazhi Yang et al.   SOLAR ENERGY

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

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

Near real time weather and ocean model data access with rNOMADS

(2015) D.C. Bowman et al.   COMPUTERS & GEOSCIENCES

Forecasting of global horizontal irradiance by exponential smoothing, using decompositions

(2015) Dazhi Yang et al.   ENERGY

The quiet revolution of numerical weather prediction

(2015) Peter Bauer et al.   NATURE

A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

(2015) Philippe Lauret et al.   SOLAR ENERGY

Post-processing of solar irradiance forecasts from WRF model at Reunion Island

(2014) Maimouna Diagne et al.   SOLAR ENERGY

Short-term solar irradiance forecasting using exponential smoothing state space model

(2013) Zibo Dong et al.   ENERGY

Solar forecasting methods for renewable energy integration

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

Hourly solar irradiance time series forecasting using cloud cover index

(2012) Dazhi Yang et al.   SOLAR ENERGY

Making and Evaluating Point Forecasts

(2011) Tilmann Gneiting   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Solar and photovoltaic forecasting through post-processing of the Global Environmental Multiscale numerical weather prediction model

(2011) Sophie Pelland et al.   PROGRESS IN PHOTOVOLTAICS

Evaluation of numerical weather prediction for intra-day solar forecasting in the continental United States

(2011) Patrick Mathiesen et al.   SOLAR ENERGY

Irradiance Forecasting for the Power Prediction of Grid-Connected Photovoltaic Systems

(2009) Elke Lorenz et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing