Towards the intrahour forecasting of direct normal irradiance using sky-imaging data [PDF]
Heliyon, 2018 Increasing power plant efficiency through improved operation is key in the development of Concentrating Solar Power (CSP) technologies. To this end, one of the most challenging topics remains accurately forecasting the solar resource at a short-term ...
Julien Nou +4 more
doaj +6 more sources
Estimation of Direct Normal Irradiance at Antarctica for Concentrated Solar Technology [PDF]
Applied System Innovation, 2019 The estimation of the average daily, monthly and annual direct normal solar irradiation (DNI) was done in the region hosting the Mario Zucchelli Station, in the bay of Terra Nova (Antarctica).
Irena Balog +5 more
doaj +5 more sources
Effect of Feature Selection on the Prediction of Direct Normal Irradiance
Big Data Mining and Analytics, 2022 Solar radiation is capable of producing heat, causing chemical reactions, or generating electricity. Thus, the amount of solar radiation at different times of the day must be determined to design and equip all solar systems.
Mohamed Khalifa Boutahir +4 more
doaj +3 more sources
Energies, 2022 Since the fossil reserves are depleting day by day, the trend of modern energy sector is going towards renewable energy. The demand of solar power plants is therefore at the peak nowadays across the globe.
Adnan Ayaz +5 more
doaj +4 more sources
Direct Normal Irradiance Forecasting Using Multivariate Gated Recurrent Units
Energies, 2020 Power grid operators rely on solar irradiance forecasts to manage uncertainty and variability associated with solar power. Meteorological factors such as cloud cover, wind direction, and wind speed affect irradiance and are associated with a high degree ...
Majid Hosseini +5 more
doaj +4 more sources
Estimations of Global Horizontal Irradiance and Direct Normal Irradiance by Using Fengyun-4A Satellite Data in Northern China [PDF]
Remote Sensing, 2021 Accurate solar radiation estimation is very important for solar energy systems and is a precondition of solar energy utilization. Due to the rapid development of new energy sources, the demand for surface solar radiation estimation and observation has ...
Dongyu Jia +7 more
doaj +3 more sources
Hybrid deep learning CNN-LSTM model for forecasting direct normal irradiance: a study on solar potential in Ghardaia, Algeria. [PDF]
Sci RepThis paper provides an in-depth analysis and performance evaluation of four Solar Radiance (SR) prediction models. The prediction is ensured for a period ranging from a few hours to several days of the year.
Ladjal B +7 more
europepmc +2 more sources
The impact of season, temperature, and direct normal irradiance on IVF pregnancy outcomes: a retrospective cohort study. [PDF]
Int J BiometeorolObjective. This study assessed associations between season, temperature, direct normal irradiance (DNI), and clinical pregnancy outcomes in first fresh in vitro fertilization (IVF) cycle. Methods.
Wang C +7 more
europepmc +2 more sources
New Decomposition Models for Hourly Direct Normal Irradiance Estimations for Southern Africa
SolarThis research develops and validates new decomposition models for hourly direct Normal Irradiance (DNI) estimations for Southern African data. Localised models were developed using data collected from the Southern African Universities Radiometric Network
Francisca Muriel Daniel-Durandt +1 more
doaj +2 more sources
Development of an Empirical Model for Photosynthetically Active Radiation Direct Normal Irradiance using Spectral Direct Normal Irradiance in Daejeon [PDF]
Journal of the Korean Solar Energy Society, 2020 Photosynthetically active radiation (PAR; wavelength 400–700 nm) is the spectral range of solar radiation used by plants for photosynthesis. It is necessary to use PAR data in various fields, such as the surface vegetation growth, light energy–chemical ...
Choi Kyung Bae ･ Lee Yun Gon ･ Kim Chang Ki
semanticscholar +2 more sources