On the prediction of daily global solar radiation using temperature as input. An application of hybrid machine learners to the six climatic Moroccan zones
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
On the prediction of daily global solar radiation using temperature as input. An application of hybrid machine learners to the six climatic Moroccan zones
Authors
Keywords
Solar radiation forecasting, Temperature-based models, Least Square regression, Machines learning, Moroccan climatic zones
Journal
Energy Conversion and Management: X
Volume 13, Issue -, Pages 100157
Publisher
Elsevier BV
Online
2021-12-08
DOI
10.1016/j.ecmx.2021.100157
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Solar radiation prediction using boosted decision tree regression model: A case study in Malaysia
- (2021) Ellysia Jumin et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Renewable and non-renewable electricity consumption, economic growth and climate change: Evidence from a panel of selected African countries
- (2021) Riadh Brini ENERGY
- Correlating clearness index with cloud cover and other meteorological parameters for forecasting the global solar radiation over Morocco
- (2021) H Yakoubi et al. OPTIK
- Enhanced performance Gaussian process regression for probabilistic short-term solar output forecast
- (2021) Fatemeh Najibi et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- A Comparison of Models for Estimating Solar Radiation from Sunshine Duration in Croatia
- (2020) Tihomir Betti et al. INTERNATIONAL JOURNAL OF PHOTOENERGY
- An improved moth-flame optimization algorithm for support vector machine prediction of photovoltaic power generation
- (2020) Guo-Qian Lin et al. JOURNAL OF CLEANER PRODUCTION
- Evaluation of temperature-based machine learning and empirical models for predicting daily global solar radiation
- (2019) Yu Feng et al. ENERGY CONVERSION AND MANAGEMENT
- Analysis of Open Urban Design as a tool for pedestrian thermal comfort enhancement in Moroccan climate
- (2019) Kaoutar Ouali et al. Journal of Building Engineering
- Evaluation and development of temperature-based empirical models for estimating daily global solar radiation in humid regions
- (2018) Junliang Fan et al. ENERGY
- A constrained least squares regression model
- (2018) Haoliang Yuan et al. INFORMATION SCIENCES
- Assessment of SVM, empirical and ANN based solar radiation prediction models with most influencing input parameters
- (2018) R. Meenal et al. RENEWABLE ENERGY
- Assessment of different combinations of meteorological parameters for predicting daily global solar radiation using artificial neural networks
- (2018) Y. El Mghouchi et al. BUILDING AND ENVIRONMENT
- A critical review of the models used to estimate solar radiation
- (2017) Jianyuan Zhang et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Evaluation and development of empirical models for estimating daily solar radiation
- (2017) Babak Jahani et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A comprehensive review of empirical models for estimating global solar radiation in Africa
- (2017) Nwokolo Samuel Chukwujindu RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- New Temperature-based Models for Predicting Global Solar Radiation
- (2016) Gasser E. Hassan et al. APPLIED ENERGY
- Empirical models for estimating daily global solar radiation in Yucatán Peninsula, Mexico
- (2016) Victor H. Quej et al. ENERGY CONVERSION AND MANAGEMENT
- Prediction of daily solar radiation intensity by day of the year in twenty-four cities of Morocco
- (2016) Y. El Mghouchi et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Comparison of solar radiation models and their validation under Algerian climate – The case of direct irradiance
- (2015) Omar Behar et al. ENERGY CONVERSION AND MANAGEMENT
- Daily global solar radiation prediction from air temperatures using kernel extreme learning machine: A case study for Iran
- (2015) Shahaboddin Shamshirband et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- Review and statistical analysis of different global solar radiation sunshine models
- (2015) Milan Despotovic et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- On modeling global solar irradiation using air temperature for Alagoas State, Northeastern Brazil
- (2014) Cícero Manoel Dos Santos et al. ENERGY
- General models for estimating daily global solar radiation for different solar radiation zones in mainland China
- (2013) Mao-Fen Li et al. ENERGY CONVERSION AND MANAGEMENT
- Assessing the performance of solar radiation computing models and model selection procedures
- (2013) Viorel Badescu JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- Empirical models for estimating global solar radiation: A review and case study
- (2013) Fariba Besharat et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A general model for estimation of daily global solar radiation using air temperatures and site geographic parameters in Southwest China
- (2012) Mao-Fen Li et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- The relevance of global energy governance for Arab countries: The case of Morocco
- (2011) Kerstin Fritzsche et al. ENERGY POLICY
- A review on global solar energy policy
- (2011) K.H. Solangi et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Models for obtaining daily global solar radiation with measured air temperature data in Madrid (Spain)
- (2010) J. Almorox et al. APPLIED ENERGY
- Comparison of estimates of daily solar radiation from air temperature range for application in crop simulations
- (2007) M.G. Abraha et al. AGRICULTURAL AND FOREST METEOROLOGY
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started