[HTML][HTML] Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions

A Djaafari, A Ibrahim, N Bailek, K Bouchouicha… - Energy Reports, 2022 - Elsevier
Although solar energy harnessing capacity varies considerably based on the employed
solar energy technology and the meteorological conditions, accurate direct normal …

Spatiotemporal modelling for integrated spatial and energy planning

L Ramirez Camargo, G Stoeglehner - Energy, Sustainability and Society, 2018 - Springer
The transformation of the energy system to a renewable one is crucial to enable sustainable
development for mankind. The integration of high shares of renewable energy sources …

Evaluation of sunshine-based models for predicting diffuse solar radiation in China

L Feng, A Lin, L Wang, W Qin, W Gong - Renewable and Sustainable …, 2018 - Elsevier
Accurate observation and understanding of diffuse radiation is of vital importance for solar
energy applications. Numerous empirical models have been developed for estimating solar …

Quantitative synergy assessment of regional wind-solar energy resources based on MERRA reanalysis data

H Zhang, Y Cao, Y Zhang, V Terzija - Applied energy, 2018 - Elsevier
Considering the volatility and synergies of renewable energy sources, sufficient resource
assessment is of great significance for investors and planners to reduce power fluctuations …

Benchmarking on improvement and site-adaptation techniques for modeled solar radiation datasets

J Polo, C Fernández-Peruchena, V Salamalikis… - Solar Energy, 2020 - Elsevier
High-accuracy solar radiation data are needed in almost every solar energy project for
bankability. Time series of solar irradiance components that spans decades can be supplied …

[HTML][HTML] Daily global solar radiation time series prediction using variational mode decomposition combined with multi-functional recurrent fuzzy neural network and …

M Abdallah, B Mohammadi, H Nasiri, OM Katipoğlu… - Energy Reports, 2023 - Elsevier
Global solar radiation (GSR) prediction capability with a reliable model and high accuracy is
crucial for comprehending hydrological and meteorological systems. It is vital for the …

Daily grass reference evapotranspiration with Meteosat Second Generation shortwave radiation and reference ET products

P Paredes, I Trigo, H de Bruin, N Simões… - Agricultural Water …, 2021 - Elsevier
This study assesses the accuracy of estimating daily grass reference evapotranspiration (PM-
ET o) using daily shortwave radiation (R s) and reference evapotranspiration (ET REF) …

General models for estimating daily and monthly mean daily diffuse solar radiation in China's subtropical monsoon climatic zone

Z Song, Z Ren, Q Deng, X Kang, M Zhou, D Liu… - Renewable Energy, 2020 - Elsevier
Solar energy is the most prominent kind of renewable energy resource. Accessibility to
accurate information on diffuse solar radiation is critical to solar energy applications. This …

Feasibility of ground-based sky-camera HDR imagery to determine solar irradiance and sky radiance over different geometries and sky conditions

P C. Valdelomar, JL Gómez-Amo, C Peris-Ferrús… - Remote Sensing, 2021 - mdpi.com
We propose a methodological approach to provide the accurate and calibrated
measurements of sky radiance and broadband solar irradiance using the High Dynamic …

[HTML][HTML] Assessing variables of regional reanalysis data sets relevant for modelling small-scale renewable energy systems

LR Camargo, K Gruber, F Nitsch - Renewable Energy, 2019 - Elsevier
Data that allow the characterization of short-term and inter-annual variability of renewable
energy resources availability are becoming highly valuable for energy system modellers …