Results 261 to 270 of about 3,623,458 (346)

Exploring the impact of solar radiation on skin microbiome to develop improved photoprotection strategies. [PDF]

open access: yesPhotochem Photobiol
Gilaberte Y   +9 more
europepmc   +1 more source

Prediction of daily global solar radiation using different machine learning algorithms: Evaluation and comparison

Renewable & Sustainable Energy Reviews, 2021
The prediction of global solar radiation for the regions is of great importance in terms of giving directions of solar energy conversion systems (design, modeling, and operation), selection of proper regions, and even future investment policies of the ...
Ü. Ağbulut, A. Gürel, Yunus Biçen
semanticscholar   +1 more source

A review on global solar radiation prediction with machine learning models in a comprehensive perspective

, 2021
Global solar radiation information is the basis for many solar energy utilizations as well as for economic and environmental considerations. However, because solar-radiation changes, and measurements are sometimes not available, accurate global solar ...
Yong Zhou   +4 more
semanticscholar   +1 more source

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

, 2021
Accurate and reliable solar radiation forecasting is of great significance for the management and utilization of solar energy. This study proposes a deep learning model based on Bi-directional long short-term memory (BiLSTM), sine cosine algorithm (SCA ...
Tian Peng   +3 more
semanticscholar   +1 more source

A comprehensive review of hybrid models for solar radiation forecasting

, 2020
Solar radiation components assessment is a highly required parameter for solar energy applications. Due to the non-stationary behavior of solar radiation parameters and variety of atmosphere conditions, stand-alone forecasting models are insufficient for
M. Guermoui   +3 more
semanticscholar   +1 more source

Machine learning for site-adaptation and solar radiation forecasting

, 2020
Optimal management for solar energy systems requires quality data to build accurate models for predicting the behavior of solar radiation. Solar irradiance and environmental data are provided by satellite and in-situ measurements.
G. Narváez   +3 more
semanticscholar   +1 more source

Solar Radiation: An Anomalous Decrease of Direct Solar Radiation

Science, 1965
Beginning in November 1963, measurements made at the South Pole of solar radiation at normal incidence indicate a decrease of from 5 to 78 percent of the normal intensity. Similar measurements made at Mauna Loa, Hawaii, show a similar though smaller reduction.
E C, Flowers, H J, Viebrock
openaire   +2 more sources

Application of functional deep belief network for estimating daily global solar radiation: A case study in China

, 2020
Solar energy plays an essential role in environment governance and resource protection, as it is totally pollution-free and extensively accessed. An accurate knowledge of solar radiation is beneficial to the deployments of solar energy constructions ...
Haixiang Zang   +6 more
semanticscholar   +1 more source

A prediction models for estimating global solar radiation and evaluation meteorological effect on solar radiation potential under several weather conditions at the surface of Adrar environment

, 2020
Under weather conditions, the relationship between solar radiation and climatology of desert region is identified. Six models of global solar radiation are selected and studied during period of four years.
M. Blal   +9 more
semanticscholar   +1 more source

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