Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model
Implementing key engineering solutions to optimise the operation of energy industries
requires daily electricity demand forecasting and including uncertainty, to promote markets …
requires daily electricity demand forecasting and including uncertainty, to promote markets …
Influences of atmospheric reanalysis on the accuracy of clear-sky irradiance estimates: Comparing MERRA-2 and CAMS
This contribution compares the influences of atmospheric reanalysis, in particular, the
Modern-Era Retrospective Analysis for Research and Applications, version 2 (MERRA-2) …
Modern-Era Retrospective Analysis for Research and Applications, version 2 (MERRA-2) …
[HTML][HTML] Probabilistic approach for site-adaptation and economic performance estimation of a photovoltaic project in South Korea
Site-adaptation corrects long-term satellite-derived solar irradiance datasets, which improve
solar power system modeling by reducing the risks in performance estimation. This study …
solar power system modeling by reducing the risks in performance estimation. This study …
Site adaptation of global horizontal irradiance from the Copernicus Atmospheric Monitoring Service for radiation using supervised machine learning techniques
Satellite and reanalysis-derived solar products have gained great attention due to the
inadequate number of radiometric stations worldwide, however, they are associated with …
inadequate number of radiometric stations worldwide, however, they are associated with …
Towards the development of an optimized Decision Support System for the PV industry: A comprehensive statistical and economical assessment of over 35,000 O&M …
S Lindig, S Gallmetzer, M Herz… - Progress in …, 2023 - Wiley Online Library
Due to the overall declining costs of photovoltaic systems, market players in the operation
and maintenance sector are under increasing price pressure when offering their services …
and maintenance sector are under increasing price pressure when offering their services …
Discontinuity in the production rate due to the solar resource intermittency
JM Vindel, E Trincado - Journal of Cleaner Production, 2021 - Elsevier
The economic risk of solar plant projects due to the inter-annual solar resource variability is
usually quantified by the exceedance probabilities. The estimation of these probabilities …
usually quantified by the exceedance probabilities. The estimation of these probabilities …
Site-adaptation for correcting satellite-derived Solar Irradiance: Performance comparison between various regressive and distribution mapping techniques for …
Satellite-derived solar irradiance is advantageous in solar resource assessment due to its
high spatiotemporal availability, but its discrepancies to ground-observed values remain an …
high spatiotemporal availability, but its discrepancies to ground-observed values remain an …
[HTML][HTML] Site adaptation with machine learning for a Northern Europe gridded global solar irradiance product
Gridded global horizontal irradiance (GHI) databases are fundamental for analysing solar
energy applications' technical and economic aspects, particularly photovoltaic applications …
energy applications' technical and economic aspects, particularly photovoltaic applications …
Accurate solar radiation site adaptation: Harnessing satellite data and in situ measurements
JF Ruiz-Munoz, LS Hoyos-Gómez - Journal of Renewable and …, 2024 - pubs.aip.org
Accurate solar radiation data are essential to optimize solar energy systems and assess
their feasibility. In this study, we propose a site-adaptation procedure based on a machine …
their feasibility. In this study, we propose a site-adaptation procedure based on a machine …
An optimized approach for mapping solar irradiance in a mid-low latitude region based on a site-adaptation technique using Himawari-8 satellite imageries
JY Han, P Vohnicky - Renewable Energy, 2022 - Elsevier
Solar technologies play an important role in the renewable electric energy budget, so
accurate solar maps are a crucial point for finding a suitable place for solar panel …
accurate solar maps are a crucial point for finding a suitable place for solar panel …