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

DP Larson, L Nonnenmacher, CFM Coimbra - Renewable Energy, 2016 - Elsevier
A forecasting method for hourly-averaged, day-ahead power output (PO) from photovoltaic
(PV) power plants based on least-squares optimization of Numerical Weather Prediction …

Day-ahead hourly forecasting of power generation from photovoltaic plants

L Gigoni, A Betti, E Crisostomi, A Franco… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
The ability to accurately forecast power generation from renewable sources is nowadays
recognized as a fundamental skill to improve the operation of power systems. Despite the …

Baseline and target values for regional and point PV power forecasts: Toward improved solar forecasting

J Zhang, BM Hodge, S Lu, HF Hamann, B Lehman… - Solar Energy, 2015 - Elsevier
Accurate solar photovoltaic (PV) power forecasting allows utilities to reliably utilize solar
resources on their systems. However, to truly measure the improvements that any new solar …

[HTML][HTML] Comparison of machine learning methods for photovoltaic power forecasting based on numerical weather prediction

D Markovics, MJ Mayer - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
The increase of the worldwide installed photovoltaic (PV) capacity and the intermittent
nature of the solar resource highlights the importance of power forecasting for the grid …

Short‐Term Forecasting Models for Photovoltaic Plants: Analytical versus Soft‐Computing Techniques

C Monteiro, LA Fernandez-Jimenez… - Mathematical …, 2013 - Wiley Online Library
We present and compare two short‐term statistical forecasting models for hourly average
electric power production forecasts of photovoltaic (PV) plants: the analytical PV power …

Predicting photovoltaic power production using high-uncertainty weather forecasts

T Polasek, M Čadík - Applied Energy, 2023 - Elsevier
A growing interest in renewable power increases its impact on the energy grid, posing
significant challenges to reliability, stability, and planning. Weather-based prediction …

Irradiance forecasting for the power prediction of grid-connected photovoltaic systems

E Lorenz, J Hurka, D Heinemann… - IEEE Journal of …, 2009 - ieeexplore.ieee.org
The contribution of power production by photovoltaic (PV) systems to the electricity supply is
constantly increasing. An efficient use of the fluctuating solar power production will highly …

[HTML][HTML] Day-ahead photovoltaic forecasting: A comparison of the most effective techniques

A Nespoli, E Ogliari, S Leva, A Massi Pavan, A Mellit… - Energies, 2019 - mdpi.com
We compare the 24-hour ahead forecasting performance of two methods commonly used for
the prediction of the power output of photovoltaic systems. Both methods are based on …

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

S Pelland, G Galanis, G Kallos - Progress in photovoltaics …, 2013 - Wiley Online Library
Hourly solar and photovoltaic (PV) forecasts for horizons between 0 and 48 h ahead were
developed using Environment Canada's Global Environmental Multiscale model. The …

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

J Dong, MM Olama, T Kuruganti, AM Melin… - Renewable Energy, 2020 - Elsevier
Solar forecasting has evolved towards becoming a key component of economical realization
of high penetration levels of photovoltaic (PV) systems. This paper presents two novel …